Table of Contents

AAMAS 2026 Chairs' Welcome 

AAMAS 2026 Conference Organization 

AAMAS 2026 Area Chairs 

AAMAS 2026 Senior Program Committee 

AAMAS 2026 Program Committee 

AAMAS 2026 Special Track Reviewers 

AAMAS 2026 Awards 

AAMAS 2026 Sponsors & Supporters 

Keynote Talks

Rethinking Multi-agent Systems in the Era of LLMs (Page 1)
Michael Wooldridge (University of Oxford)

Designing Trustworthy Robot Swarms for Real-World Applications (Page 2)
Sabine Hauert (University of Bristol)

The Limits of Artificial Agency (Page 3)
Joanna Bryson (Hertie School of Governance)

Research Paper Track

The Multi-Agent Off-Switch Game (Page 4)
Akash Agrawal (ML Alignment & Theory Scholars)
Soroush Ebadian (Pivotal Research & University of Toronto)
Lewis Hammond (Cooperative AI Foundation & University of Oxford)

Fairness over Equality: Correcting Social Incentives in Asymmetric Sequential Social Dilemmas (Page 13)
Alper Demir (Izmir University of Economics & University of Edinburgh)
Hüseyin Aydin (Middle East Technical University & Utrecht University)
Kale-ab Abebe Tessera (University of Edinburgh)
David Abel (University of Edinburgh)
Stefano V. Albrecht (DeepFlow)

Contrastive Explanations of BDI Agents (Page 22)
Michael Winikoff (Victoria University of Wellington)

MeCo: Enhancing LLM-Empowered Multi-Robot Collaboration via Similar Task Memoization (Page 32)
Baiqing Wang (Northwestern Polytechnical University)
Helei Cui (Northwestern Polytechnical University)
Bo Zhang (Northwestern Polytechnical University)
Xiaolong Zheng (Beijing University of Posts and Telecommunications)
Bin Guo (Northwestern Polytechnical University)
Zhiwen Yu (Harbin Engineering University)

Feasible Constraint Policy Optimization for Safe Reinforcement Learning (Page 41)
Luoyang Sun (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Jiwen Jiang (Institute of Automation, CAS, Beijing, China Nanjing Artificial Intelligence Research of IA, & University of Chinese Academy of Sciences)
Ning Yang (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Rasul Tutunov (Huawei R&D)
Haifeng Zhang (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Jun Wang (University College London)

µACP: A Formal Calculus for Expressive, Resource-Constrained Agent Communication (Page 50)
Arnab Mallick (Centre for Development of Advanced Computing)
Indraveni Chebolu (Centre for Development of Advanced Computing)

HLSMAC: A New StarCraft Multi-Agent Challenge for High-Level Strategic Decision-Making (Page 59)
Xingxing Hong (Peking University)
Yungong Wang (University of California, Santa Barbara)
Dexin Jin (Illinois Institute of Technology)
Ye Yuan (University of Electronic Science and Technology of China)
Ximing Huang (Peking University)
Zijian Wu (Peking University)
Yirui Rao (Nanchang University)
Wenxin Li (Peking University)

Comparing the Fairness of Recursively Balanced Picking Sequences (Page 69)
Karen Frilya Celine (National University of Singapore)
Warut Suksompong (National University of Singapore)
Sheung Man Yuen (National University of Singapore)

Multi UAVs Preflight Planning in a Shared and Dynamic Airspace (Page 78)
Amath Sow (Linköping University)
Mauricio Rodriguez (Universidade Estadual de Campinas)
Fabíola M. C. de Oliveira (Universidade Federal do ABC)
Mariusz Wzorek (Linköping University)
Daniel de Leng (Linköping University)
Mattias Tiger (Linköping University)
Fredrik Heintz (Linköping University)
Christian Rothenberg (Universidade Estadual de Campinas)

UAM-MARL: Uncertainty-Aware Modality-Enhanced Multi-Agent Reinforcement Learning with LLM-Guided Graph Policies (Page 87)
Zichen Song (Sungkyunkwan University)
Weijia Li (Lanzhou University)

Scaling Multi-Agent Epistemic Planning through GNN-Derived Heuristics (Page 96)
Giovanni Briglia (Department of Sciences and Methods for Engineering, University of Modena and Reggio Emilia)
Francesco Fabiano (Department of Computer Science, University of Oxford)
Stefano Mariani (Department of Sciences and Methods for Engineering, University of Modena and Reggio Emilia)

Smooth Routing in Decaying Trees (Page 106)
Till Fluschnik (Department of Computer Science, Algorithm Engineering Group, Humboldt Universität Berlin)
Amela Pucic (Algorithmics and Computational Complexity Group, Technische Universität Berlin)
Malte Renken (Algorithmics and Computational Complexity Group, Technische Universität Berlin)

Multi-Agent Model-Based Reinforcement Learning with Joint State-Action Learned Embeddings (Page 115)
Zhizun Wang (McGill University)
David Meger (McGill University)

SIGMAS: Second-Order Interaction-based Grouping for Overlapping Multi-Agent Swarms (Page 125)
Minah Lee (The University of Texas at Dallas)
Saibal Mukhopadhyay (Georgia Institute of Technology)

Towards Foresighted AI Cooperators with LLM-driven Decision-Time Planning (Page 134)
Yuheng Jing (C²DL, Institute of Automation, Chinese Academy of Sciences School of Artificial Intelligence, University of Chinese Academy of Scien)
Kai Li (C²DL, Institute of Automation, Chinese Academy of Sciences School of Artificial Intelligence, University of Chinese Academy of Scien)
Bingyun Liu (C²DL, Institute of Automation, Chinese Academy of Sciences School of Artificial Intelligence, University of Chinese Academy of Scien)
Ziwen Zhang (C²DL, Institute of Automation, Chinese Academy of Sciences School of Artificial Intelligence, University of Chinese Academy of Scien)
Zhe Wu (Department of Computer Science and Technology, Tsinghua University)
Yifan Zhang (C²DL, Institute of Automation, Chinese Academy of Sciences University of Chinese Academy of Science)
Junliang Xing (Department of Computer Science and Technology, Tsinghua University)
Jian Cheng (C²DL, Institute of Automation, Chinese Academy of Sciences School of Future Technology, University of Chinese Academy of Sciences & AiRiA)

Social Welfare Maximization in Approval-Based Committee Voting under Uncertainty (Page 146)
Haris Aziz (UNSW Sydney)
Yuhang Guo (UNSW Sydney)
venkateswara Rao Kagita (National Institute of Technology)
Baharak Rastegari (University of Southampton)
Mashbat Suzuki (UNSW Sydney)

Parallelized Planning-Acting for Multi-Agent LLM Systems in Minecraft (Page 155)
Yaoru Li (Zhejiang University)
Shunyu Liu (Nanyang Technological University)
Tongya Zheng (Hangzhou City University)
Li Sun (Zhejiang University)
Mingli Song (Zhejiang University)

General Dynamic Goal Recognition using Goal-Conditioned and Meta Reinforcement Learning (Page 165)
Osher Elhadad (Department of Computer Science, Bar Ilan University)
Owen Morrissey (Department of Computer Science, Tufts University)
Reuth Mirsky (Department of Computer Science, Tufts University)

Large Language Models for Designing Participatory Budgeting Rules (Page 174)
Nguyen Thach (University of Nebraska-Lincoln)
Xingchen Sha (Northwestern University)
Hau Chan (University of Nebraska-Lincoln)

OSIL: Learning Offline Safe Imitation Policies with Safety Inferred from Non-preferred Trajectories (Page 183)
Returaj Burnwal (Indian Institute of Technology Madras)
Nirav Pravinbhai Bhatt (Indian Institute of Technology Madras)
Balaraman Ravindran (Indian Institute of Technology Madras)

Conformal Reachability for Safe Control in Unknown Environments (Page 192)
Xinhang Ma (Washington University in Saint Louis)
Junlin Wu (Washington University in Saint Louis)
Yiannis Kantaros (Washington University in Saint Louis)
Yevgeniy Vorobeychik (Washington University in Saint Louis)

SOM: Structured Opponent Modeling for LLM-based Agents via Structural Causal Model (Page 202)
Shiyue Cao (School of Artificial Intelligence, University of Chinese Academy of Sciences & Institute of Automation, Chinese Academy of Sciences)
Pei Xu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences)
Likun Yang (School of Artificial Intelligence, University of Chinese Academy of Sciences)
Lei Cui (School of Artificial Intelligence, University of Chinese Academy of Sciences)
Xiaotang Chen (Institute of Automation, Chinese Academy of Sciences)
Kaiqi Huang (School of Artificial Intelligence, University of Chinese Academy of Sciences & Institute of Automation, Chinese Academy of Sciences)

Heartbeat Synchronization in Large Multi-Agent Systems Using One-Way Communication (Page 211)
Federico Bergenti (Università di Parma)
Simone Dallospedale (Università di Ferrara)
Stefania Monica (Università di Modena e Reggio Emilia)

Single-Winner Voting on Matchings (Page 220)
Niclas Boehmer (Hasso Plattner Institute, University of Potsdam)
Jessica Dierking (Hasso Plattner Institute, University of Potsdam)

Stigmergic Swarming Agents for Fast Subgraph Isomorphism (Page 229)
H. Van Dyke Parunak (ABC Research)

Unifying Model-Free Efficiency and Model-Based Representations via Latent Dynamics (Page 238)
Jashaswimalya Acharjee (Wadhwani School of Data Science and AI, Indian Institute of Technology Madras)
Balaraman Ravindran (Wadhwani School of Data Science and AI, Indian Institute of Technology Madras)

Reputation as a Solution to Cooperation Collapse in LLM-based MASs (Page 245)
Siyue Ren (School of Mechanical Engineering, Northwestern Polytechnical University)
Wanli Fu (School of Cybersecurity, Northwestern Polytechnical University)
Xinkun Zou (School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University)
Chen Shen (Kyushu University)
Yi Cai (South China University of Technology)
Chen Chu (Yunnan University of Finance and Economics)
Zhen Wang (School of Mechanical Engineering, School of Cybersecurity, Northwestern Polytechnical University)
Shuyue Hu (Shanghai Artificial Intelligence Laboratory)

A Survey of Reinforcement Learning for Autonomous Air Combat: Current Progresses and Limitations (Page 254)
Alex Pierron (SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris)
Thibault Lahire (Dassault Aviation)

Defection at First Sight: Learning Partner Selection in Optional Social Dilemmas without Prior Information (Page 264)
Benedict Russell (University of Warwick)
Chin-wing Leung (University of Warwick)
Paolo Turrini (University of Warwick)

Reasoning about Bias in Multi-Agent Systems Verification (Page 273)
Vadim Malvone (Télécom Paris)
Chunyan Mu (University of Aberdeen)

Axiomatic Foundations of Counterfactual Explanations (Page 282)
Leila Amgoud (CNRS – IRIT)
Martin Cooper (UPS – IRIT)

ReGMS: Retrieval-Grounded Multi-Agent Scenario Analysis for Climate Risk (Page 291)
Yun Wing Kiang (Department of Electrical and Computer Engineering, The University of Hong Kong)
King Hang Lam (Department of Electrical and Computer Engineering, The University of Hong Kong)

Epistemic Modal Logic Meets Algebraic Model Counting (Page 300)
Daxin Liu (National Key Laboratory for Novel Software Technology & School of Artificial Intelligence, Nanjing University)
Vaishak Belle (School of Informatics, The University of Edinburgh)

A Novel Framework for Uncertainty-Driven Adaptive Exploration (Page 310)
Leonidas Bakopoulos (Technical University of Crete)
Georgios Chalkiadakis (Technical University of Crete)

ReAcTree: Hierarchical LLM Agent Trees with Control Flow for Long-Horizon Task Planning (Page 319)
Jae-Woo Choi (ETRI & UST)
Hyungmin Kim (UST)
Hyobin Ong (UST)
Youngwoo Yoon (ETRI & UST)
Minsu Jang (ETRI & UST)
Dohyung Kim (ETRI & UST)
Jaehong Kim (ETRI)

Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration
in de novo Drug Design (Page 329)
Hampus Gummesson Svensson (Chalmers University of Technology, University of Gothenburg, Molecular AI, Discovery Sciences, R&D, & AstraZeneca)
Ola Engkvist (Chalmers University of Technology, University of Gothenburg, Molecular AI, Discovery Sciences, R&D, & AstraZeneca)
Jon Paul Janet (Molecular AI, Discovery Sciences, R&D, & AstraZeneca)
Christian Tyrchan (Medicinal Chemistry, Research and Early Development, Respiratory and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca)
Morteza Haghir Chehreghani (Chalmers University of Technology & University of Gothenburg)

SAT: Sequential Agent Tuning for Coordinator-Free Plug-and-Play Multi-LLM Training with Monotonic Improvement Guarantees (Page 339)
Yi Xie (Department of Electrical & Computer Engineering, University of Arizona Tucson, Arizona, USA)
Yangyang Xu (Department of Mathematical Sciences, Rensselaer Polytechnic Institute)
Yi Fan (Amazon Web Services)
Bo Liu (Department of Electrical & Computer Engineering, University of Arizona)

Online Fair Division With Subsidy: When Do Envy-Free Allocations Exist, and at What Cost? (Page 348)
Pooja Kulkarni (Northwestern University)
Ruta Mehta (University of Illinois Urbana-Champaign)
Vishnu V. Narayan (University of Illinois Urbana-Champaign)
Tomasz Ponitka (Tel Aviv University)

Can Vibe Coding Beat Graduate CS Students? An LLM vs. Human Coding Tournament on Market-driven Strategic Planning (Page 357)
Panayiotis Danassis (University of Southampton)
Naman Goel (University of Oxford & Alan Turing Institute)

LLMEvalRec: An Agentic Framework for Simulating Users to Evaluate News Recommendation Systems (Page 367)
Yao Ma (Amazon AGI)
Abhishek Tripathi (Amazon AGI)
Samuel Louvan (Amazon AGI)
Wei Liu (Amazon AGI)
Murat Sensoy (Amazon AGI)

Confounding Robust Continuous Control via Automatic Reward Shaping (Page 375)
Mateo Juliani (Columbia University)
Mingxuan Li (Columbia University)
Elias Bareinboim (Columbia University)

Wallet ATL: Towards Reliable Smart Contract Verification (Page 385)
Angelo Ferrando (University of Modena and Reggio Emilia)
Blondelle Kana Zanlefack (University of Modena and Reggio Emilia)
Vadim Malvone (Télécom Paris Institut Polytechnique de Paris)

Scalable and Safe Multi-Agent Coordination with Reconstructed Level-k Monte Carlo Tree Search (Page 394)
Zhihao Lin (University of Glasgow)
Lin Wu (University of Glasgow)
Zhen Tian (University of Glasgow)
Alessio Lomuscio (Imperial College London)
Jianglin Lan (University of Glasgow)

Bilevel Policy Optimization with Nyström Hypergradients (Page 403)
Arjun Prakash (Brown University)
Naicheng He (Brown University)
Denizalp Goktas (Simulacrum)
Amy Greenwald (Brown University)

Cleaner Adversarial CAPTCHAs: Intelligent Targets and Precise Noise for Usable Security (Page 412)
Meir Litman (Department of Industrial Engineering and Management, Ariel University)
Chen Hajaj (Department of Industrial Engineering and Management, Ariel University)

A Multi-Robot Architecture for Continuous Planning and Execution using BDI Agents (Page 422)
Carlos Joel Tavares da Silva (Universidade de Brasília)
Rafael Melo Santos (Universidade Federal da Bahia)
Rafael C. Cardoso (University of Aberdeen)
Célia Ghedini Ralha (Universidade de Brasília)

Fair Coordination in Strategic Scheduling (Page 431)
Wei-Chen Lee (University of Oxford)
Martin Bullinger (University of Bristol)
Alessandro Abate (University of Oxford)
Michael Wooldridge (University of Oxford)

Practical approach to 2-Euclidean Preferences (Page 440)
Michal Dvořák (Czech Technical University of Prague)
Jan Pokorný (Czech Technical University of Prague)
Dušan Knop (Czech Technical University of Prague)
Martin Slávik (Czech Technical University of Prague)

Agents of Diffusion: Enhancing Diffusion Language Models with Multi-Agent Reinforcement Learning for Structured Data Generation (Page 449)
Aja Khanal (University of Western Ontario)
Kaushik T. Ranade (University of Western Ontario)
Rishabh Agrawal (University of Western Ontario)
Kalyan S. Basu (ICASSSD)
Apurva Narayan (University of Western Ontario)

Learning from Delay Distributions: A New Representation for Delay-Aware Reinforcement Learning (Page 459)
Zhuoru Yu (Department of Computer Science and Engineering, Southeast University)
Chenchen Fu (Department of Computer Science and Engineering, Southeast University)
Hengkai Zhong (Department of Computer Science and Engineering, Southeast University)
Wanyuan Wang (Department of Computer Science and Engineering, Southeast University)
Weiwei Wu (Department of Computer Science and Engineering, Southeast University)
Chun Jason Xue (Department of Computer Science, Mohamed bin Zayed University of Artificial Intelligence)

Learning the Value Systems of Societies with Preference-based Multi-objective Reinforcement Learning (Page 468)
Andrés Holgado-Sánchez (CETINIA, University Rey Juan Carlos)
Peter Vamplew (Federation University)
Richard Dazeley (Deakin University)
Sascha Ossowski (CETINIA, University Rey Juan Carlos)
Holger Billhardt (CETINIA, University Rey Juan Carlos)

Participation Incentives in Online Cooperative Games (Page 478)
Haris Aziz (UNSW Sydney)
Yuhang Guo (UNSW Sydney)
Zhaohong Sun (Kyushu University)

The Power of Information for Intermediate States in Contract Design (Page 487)
Yirui Zhang (Tsinghua University)
Zhixuan Fang (Tsinghua University & Shanghai Qi Zhi Institute)

Obnoxious Facility Location Problems: Strategyproof Mechanisms Optimizing L_p-Aggregated Utilities
and Costs (Page 496)
Hau Chan (University of Nebraska-Lincoln)
Jianan Lin (Rensselaer Polytechnic Institute)
Chenhao Wang (Beijing Normal University-Zhuhai & IRADS, Beijing Normal-Hong Kong Baptist University)

End-to-End Decision-Focused Prediction in Dynamic Bike-Sharing Rebalancing (Page 505)
Pengbo Fu (School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen))
Chongyang Wan (School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen))
Yuan Luo (School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen))

Catch Me If You Can: Finding the Source of Infections in Temporal Networks (Page 514)
Ben Bals (CWI and Vrije Universiteit)
Michelle Döring (Hasso Plattner Institute)
Nicolas Klodt (Hasso Plattner Institute)
George Skretas (Hasso Plattner Institute)

Beyond Neighbor Influence: A Behavior-Driven Agent-Based Model of Silence (Page 522)
Ziqian Shi (Grupo de Sistemas Complejos, Universidad Politécnica de Madrid)
Rosa María Benito Zafrilla (Grupo de Sistemas Complejos, Universidad Politécnica de Madrid)

The Impossibility of Strategyproof Rank Aggregation (Page 530)
Manuel Eberl (University of Innsbruck)
Patrick Lederer (ILLC, University of Amsterdam)

Safe Reinforcement Learning via Recovery-based Shielding with Gaussian Process Dynamics Models (Page 540)
Alexander W. Goodall (Department of Computing, Imperial College London)
Francesco Belardinelli (Department of Computing, Imperial College London)

Networked Communication for Mean-Field Games with Function Approximation and Empirical Mean-Field Estimation (Page 550)
Patrick Benjamin (University of Oxford)
Alessandro Abate (University of Oxford)

Towards Generalisable Imitation Learning Through Conditioned Transition Estimation and Online Behaviour Alignment (Page 560)
Nathan Gavenski (King's College London)
Matteo Leonetti (King's College London)
Odinaldo Rodrigues (King's College London)

Solving Repeated Games with Large Language Model (Page 569)
Naming Liu (Shanghai Jiao Tong University)
Youzhi Zhang (CAIR, Hong Kong Institute of Science & Innovation, CAS)
Ying Wen (Shanghai Jiao Tong University)

Truthful Reverse Auctions for Adaptive Selection via Contextual Multi-Armed Bandits (Page 578)
Pronoy Patra (IIIT, Hyderabad)
Sankarshan Damle (Microsoft Research India)
Manisha Padala (IIT, Gandhinagar)
Sujit Gujar (IIIT, Hyderabad)

A Three-Layer Reinforcement Learning-based Approach for Dynamic Task Allocation Under Multiple Task Resource Constraints (Page 587)
Shuo Wang (Zhengzhou University)
Yuzhen Zhang (Zhengzhou University)
Hao Su (Zhengzhou University)
Yazhou Hu (Zhengzhou University)
Pei Lv (Zhengzhou University)

Pareto-guided Pipeline for Distilling Featherweight AI Agents in Mobile MOBA Games (Page 596)
Xionghui Yang (Peking University)
Bozhou Chen (Peking University)
Yunlong Lu (Peking University)
Yongyi Wang (Peking University)
Lingfeng Li (Peking University)
Lanxiao Huang (Tencent)
Lin Liu (Tencent)
Wenjun Wang (Tencent)
Meng Meng (Tencent)
Xia Lin (Tencent)
Wenxin Li (Peking University)

Inference of Altruism and Intrinsic Rewards in Multi-Agent Systems (Page 605)
Victor Villin (Université de Neuchâtel)
Christos Dimitrakakis (Université de Neuchâtel)

Rethinking Priority Scheduling for Sequential Multi-Agent Decision Making in Stackelberg Games (Page 614)
Xiangyu Liu (Dalian University of Technology)
Liang Zhang (Dalian University of Technology)
Bo Jin (Dalian University of Technology)
Ziqi Wei (Dalian University of Technology)

Maximin Shares with Lower Quotas (Page 623)
Hirota Kinoshita (Toyota Technological Institute at Chicago)
Ayumi Igarashi (University of Tokyo)

DR2: Revisiting Visual Reinforcement Learning from the Dimensional Analysis Perspective (Page 633)
Chuxiong Sun (National Key Laboratory of Space Integrated Information System, Institute of Software, Chinese Academy of Sciences)
Jinli Chen (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Zehua Zang (Institute of Software, Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Jiangmeng Li (National Key Laboratory of Space Integrated Information System, Institute of Software, Chinese Academy of Sciences)
Rui Wang (National Key Laboratory of Space Integrated Information System, Institute of Software, Chinese Academy of Sciences)
Changwen Zheng (National Key Laboratory of Space Integrated Information System, Institute of Software, Chinese Academy of Sciences)

Fair Allocation of Improvements: When Old Endowments Shape New Assignments (Page 643)
Noga Klein Elmalem (The Open University of Israel)
Rica Gonen (The Open University of Israel)
Erel Segal-Halevi (Ariel University)

TEACH: Temporal Variance-Driven Curriculum for Reinforcement Learning (Page 652)
Gaurav Chaudhary (IIT Kanpur)
Laxmidhar Behera (IIT Kanpur)

Learning Truthful Mechanisms without Discretization (Page 662)
Yunxuan Ma (CFCS, School of Computer Science, Peking University)
Steven (Siqiang) Wang (Foster School of Business, University of Washington)
Zhijian Duan (CFCS, School of Computer Science, Peking University)
Yukun Cheng (School of Business, Jiangnan University)
Xiaotie Deng (CFCS, School of Computer Science & CMAR, Institute for AI, Peking University)

Bandwidth-constrained Variational Message Encoding for Cooperative Multi-agent Reinforcement Learning (Page 671)
Wei Duan (University of Technology Sydney)
Jie Lu (University of Technology Sydney)
En Yu (University of Technology Sydney)
Junyu Xuan (University of Technology Sydney)

Utility Aware Adaptive Privacy Budget Allocation for Streaming Multi-Agent Systems (Page 681)
Puspanjali Ghoshal (Indian Institute of Technology Guwahati)
Ashok Singh Sairam (Indian Institute of Technology Guwahati)

Quality-Diversity for Multi-Agent Reinforcement Learning (Page 690)
Hao Chen (The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Pengyi Li (Tianjin University)
Bin Zhang (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Hu Fu (Huazhong University of Science and Technology)
Zhiwei Xu (Shandong University)
Ce Zhang (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Xinyue Lu (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Guoliang Fan (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)

Modeling Dynamics under Random Delays in Reinforcement Learning (Page 699)
Bokai Ji (Xidian University)
Guangxia Li (Xidian University)
Yulong Shen (Xidian University)

The Facility Location Problem with Aleatory Agents (Page 708)
Gennaro Auricchio (University of Padua)
Jie Zhang (University of Bath)

Truthful Reporting of Competence with Minimal Verification (Page 717)
Reshef Meir (Technion - Israel Institute of Technology)
Jonathan Wagner (Technion - Israel Institute of Technology)
Omer Ben-Porat (Technion - Israel Institute of Technology)

IPD: Boosting Sequential Policy with Imaginary Planning Distillation in Offline Reinforcement Learning (Page 726)
Yihao Qin (The Hong Kong University of Science and Technology (Guangzhou))
Yuanfei Wang (Peking University)
Hang Zhou (The Hong Kong University of Science and Technology (Guangzhou))
Peiran Liu (The Hong Kong University of Science and Technology (Guangzhou))
Hao Dong (Peking University)
Yiding Ji (The Hong Kong University of Science and Technology (Guangzhou))

From Actions to Words: Towards Abstractive-Textual Policy Summarization in RL (Page 735)
Sahar Admoni (Technion – IIT)
Assaf Hallak (Nvidia Research)
Yftah Ziser (University of Groningen & Nvidia Research)
Omer Ben-Porat (Technion – IIT)
Ofra Amir (Technion – IIT)

CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning (Page 744)
Jiaxun Cui (The University of Texas at Austin)
Chen Tang (University of California, Los Angeles)
Jarrett Holtz (Robert Bosch LLC)
Janice Nguyen (University of California, Riverside)
Alessandro G. Allievi (Robert Bosch LLC)
Hang Qiu (University of California, Riverside)
Peter Stone (The University of Texas at Austin & Sony AI)

Active Evaluation of General Agents: Problem Definition and Comparison of Baseline Algorithms (Page 753)
Marc Lanctot (Google DeepMind)
Kate Larson (Google DeepMind & University of Waterloo)
Ian Gemp (Google DeepMind)
Michael Kaisers (Google DeepMind)

Learning Robust Policy for Multi-UAV Collision Avoidance via Compact Causal Feature (Page 763)
Zhun Fan (Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China & Shenzhen Loop Area Institute)
Gaofei Han (Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China)
Che Lin (Shantou University)
Wenji Li (Shantou University)
Jie Xu (Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ))
Jiafan Zhuang (Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China)

Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games (Page 772)
Yunhao Liang (The University of Hong Kong)
Yuan Qu (The University of Hong Kong)
Jingyuan Yang (George Mason University)
Shaochong Lin (The University of Hong Kong)
Zuo-Jun Max Shen (The University of Hong Kong)

Relationships and Connections between Definitions of Metric Proportional Representation (Page 782)
Yusuf Hakan Kalayci (University of Southern California)
David Kempe (University of Southern California)

DiffVAS: Diffusion-Guided Visual Active Search in Partially Observable Environments (Page 791)
Anindya Sarkar (Washington University in Saint Louis)
Srikumar Sastry (Washington University in Saint Louis)
Aleksis Pirinen (RISE Research Institutes of Sweden)
Nathan Jacobs (Washington University in Saint Louis)
Yevgeniy Vorobeychik (Washington University in Saint Louis)

My Body, My Perceptions: A Shift from Computationalism to Embodied Cognition in BDI-agent-based Embedded Systems (Page 800)
Nilson Lazarin (Federal Fluminense University (UFF) & Federal Center for Technological Education Celso Suckow da Fonseca (Cefet/RJ))
Carlos Pantoja (Federal Center for Technological Education Celso Suckow da Fonseca (Cefet/RJ) & Linköping University (LiU))
Jose Viterbo (Federal Fluminense University (UFF))

Temporal Panel Selection in Ongoing Citizens’ Assemblies (Page 810)
Yusuf Hakan Kalayci (University of Southern California)
Evi Micha (University of Southern California)

BeWater: Effective Protesters Navigate Watersheds in Street Networks (Page 819)
Guillaume Moinard (Sorbonne Université, CNRS, LIP6)
Matthieu Latapy (Sorbonne Université, CNRS, LIP6)

On Minimal Achievable Quotas in Multiwinner Voting (Page 828)
Patrick Becker (Technical University of Munich)
Fabian Frank (Technical University of Munich)

Puzzle it Out: Local-to-Global World Model for Offline Multi-Agent Reinforcement Learning (Page 837)
Sijia Li (The Hong Kong University of Science and Technology)
Xinran Li (The Hong Kong University of Science and Technology)
Shibo Chen (South China University of Technology)
Jun Zhang (The Hong Kong University of Science and Technology)

On the Fair Allocation to Asymmetric Agents with Binary XOS Valuations (Page 847)
Ziheng Chen (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences & School of Computer Science and Technology, University of the Chinese Academy of Sciences)
Bo Li (Department of Computing, The Hong Kong Polytechnic University)
Zihan Luo (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences & School of Computer Science and Technology, University of the Chinese Academy of Sciences)
Jialin Zhang (Institute of Computing Technology, Chinese Academy of Sciences & University of the Chinese Academy of Sciences)

Towards Failure-Resilient Lifelong Learning Agents through Scene Graph-Guided Proactive Replanning (Page 856)
Che Rin Yu (Korea University)
Daewon Chae (University of Michigan - Ann Arbor)
Dabin Seo (Korea University)
Sangwon Lee (Korea Telecom Research)
Hyeongwoo IM (Korea Telecom Research)
Jinkyu Kim (Korea University)

PIQL: Projective Implicit Q-Learning with Support Constraint for Offline Reinforcement Learning (Page 865)
Xinchen Han (SAMOVAR, Institut Polytechnique de Paris)
Hossam Afifi (SAMOVAR, Institut Polytechnique de Paris)
Michel Marot (SAMOVAR, Institut Polytechnique de Paris)

Automatically Benchmarking LLM Code Agents through Agent-driven Annotation and Evaluation (Page 874)
Lingyue Fu (Shanghai Jiao Tong University)
Bolun Zhang (Shanghai Jiao Tong University)
Hao Guan (Shanghai Jiao Tong University)
Yaoming Zhu (Meituan)
Lin Qiu (Meituan)
Weiwen Liu (Shanghai Jiao Tong University)
Xuezhi Cao (Meituan)
Xunliang Cai (Meituan)
Weinan Zhang (Shanghai Jiao Tong University)
Yong Yu (Shanghai Jiao Tong University)

Stability in Online Assignment Games (Page 883)
Emile Martinez (IRIT, Université Toulouse Capitole)
Felipe Garrido-Lucero (IRIT, Université Toulouse Capitole)
Umberto Grandi (IRIT, Université Toulouse Capitole)

Necessary President in Elections with Parties (Page 892)
Katarína Cechlárová (P.J. Šafárik University)
Ildikó Schlotter (ELTE Centre for Economic and Regional Studies & Budapest University of Technology and Economics)

Majoritarian Assignment Rules (Page 901)
Felix Brandt (Technical University of Munich)
Haoyuan Chen (Technical University of Munich)
Chris Dong (HPI, University of Potsdam)
Patrick Lederer (ILLC, University of Amsterdam)
Alexander Schlenga (Technical University of Munich)

R-Debater: Retrieval-Augmented Debate Generation through Argumentative Memory (Page 910)
Maoyuan Li (Wuhan College of Communication)
Zhongsheng Wang (Wuhan College of Communication & University of Auckland)
Haoyuan Li (University of Auckland)
Jiamou Liu (The University of Auckland)

Control in Hedonic Games (Page 920)
Jiehua Chen (TU Wien)
Jakob Guttmann (TU Wien)
Merisa Mustajbašić (TU Wien)
Sofia Simola (TU Wien)

Health Facility Location in Ethiopia: Leveraging LLMs to Integrate Expert Knowledge into Algorithmic Planning (Page 929)
Yohai Trabelsi (Department of Data Science and AI, School of Computer Science, Ariel University)
Guojun Xiong (John A. Paulson School of Engineering and Applied Sciences, Harvard University)
Fentabil Getnet (National Data Management and Analytics Center for Health, Ethiopian Public Health Institute)
Stéphane Verguet (Department of Global Health and Population, Harvard T.H. Chan School of Public Health)
Milind Tambe (John A. Paulson School of Engineering and Applied Sciences, Harvard University)

Efficiently Computing Approximate Nash Equilibria in Multi-Adversarial Team Games (Page 938)
Prasanna Maddila (Université de Toulouse, INRAE – MIAT)
Régis Sabbadin (Université de Toulouse, INRAE – MIAT)
Meritxell Vinyals (Université de Toulouse, INRAE – MIAT)

Universal Solvability for Robot Motion Planning on Graphs (Page 947)
Anubhav Dhar (Max Planck Institute for Informatics Saarbrücken)
Pranav Nyati (Indian Institute of Technology)
Tanishq Prasad (Indian Institute of Technology)
Ashlesha Hota (Indian Institute of Technology)
Sudeshna Kolay (Indian Institute of Technology)

Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour (Page 956)
Bálint Gyevnár (University of Edinburgh)
Christopher G. Lucas (University of Edinburgh)
Stefano V. Albrecht (DeepFlow)
Shay B. Cohen (University of Edinburgh)

VEsNA-Pro: Exploiting BDI Agents with Propensities for Emergent Narrative (Page 967)
Andrea Gatti (University of Genoa)
Fabio Casale (Untold Games)
Viviana Mascardi (University of Genoa)
Andrea Stucchi (University of Genoa)
Angelo Ferrando (University of Modena-Reggio Emilia)

Scalable Knothe--Rosenblatt-like Heuristic Transportation Plans for Imaging Problems (Page 977)
Gennaro Auricchio (University of Padua)
Min Lin (Xiamen University of Technology)
Lingxuan Zhou (Xiamen University of Technology)
Zhaori Guo (Xiamen University of Technology)
Zhongqi Cai (Xiamen University of Technology)

Average Unfairness in Routing Games (Page 986)
Pan-Yang Su (University of California, Berkeley)
Arwa Alanqary (University of California, Berkeley)
Bryce L Ferguson (Dartmouth College)
Manxi Wu (University of California, Berkeley)
Alexandre M. Bayen (University of California, Berkeley)
Shankar Sastry (University of California, Berkeley)

Transparent and Accessible ABMs with FODD: Automatic Code from Formal ODD (Page 995)
Themis Dimitra Xanthopoulou (Umeå University)
Andreas Prinz (University of Agder)
Haakon Bøthun Lunde (University of Agder)
Ivan Puga-Gonzalez (NORCE)
F. LeRon Shults (University of Agder & NORCE)

PREFINE: Preference-based Implicit Reward and Cost Fine-tuning for Safety Alignment (Page 1004)
Richa Verma (TCS Research, Department of CSE, IIT Madras)
Bavish Kulur (Department of Computing Science, University of Alberta)
Sanjay Chawla (Qatar Computing Research Institute, Hamad Bin Khalifa University)
Balaraman Ravindran (Department of Data Science & AI, Wadhwani School of Data Science & AI, IIT Madras)

Adjusted Winner: from Splitting to Selling (Page 1013)
Robert Bredereck (TU Clausthal, Institut für Informatik)
Eyal Briman (Ben-Gurion University of the Negev)
Bin Sun (TU Clausthal, Institut für Informatik)
Nimrod Talmon (Ben-Gurion University of the Negev)

Peach: Program Each Agent and Communicate Howsoever (Page 1022)
Amit K. Chopra (Lancaster University)
Samuel H. Christie V (North Carolina State University)
Munindar P. Singh (North Carolina State University)

ATL*AS: An Automata-Theoretic Approach and Tool for the Verification of Strategic Abilities in Multi-Agent Systems (Page 1031)
Sofia Garcia de Blas Garcia-Alcaide (Imperial College)
Francesco Belardinelli (Imperial College)

Modeling Human Behavior in a Strategic Network Game With Complex Group Dynamics (Page 1040)
Jonathan Skaggs (Brigham Young University)
Jacob W. Crandall (Brigham Young University)

QD-MAPPER: A Quality Diversity Framework to Automatically Evaluate Multi-Agent Path Finding Algorithms in Diverse Maps (Page 1049)
Cheng Qian (Carnegie Mellon University)
Yulun Zhang (Carnegie Mellon University)
Varun Bhatt (University of Southern California)
Matthew C. Fontaine (University of Southern California)
Stefanos Nikolaidis (University of Southern California)
Jiaoyang Li (Carnegie Mellon University)

When is Offline Policy Selection Sample Efficient for Reinforcement Learning? (Page 1058)
Vincent Liu (RBC Borealis)
Prabhat Nagarajan (University of Alberta)
Andrew Patterson (Alberta Machine Intelligence Institute)
Martha White (University of Alberta)

Optimizing Pool Testing for Epidemic Surveillance (Page 1067)
Jack Heavey (University of Virginia)
Abhijin Adiga (University of Virginia)
Anil Vullikanti (University of Virginia)

Output-Feedback Security Tracking for Robotic Systems against DoS Attacks Using Finite-Time Observers (Page 1076)
Jingwen Fan (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences))
Xiaozheng Jin (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences))
Jia Fu (Shandong Provincial Key Laboratory of Computing Power Internet and Service Computing, Shandong Fundamental Research Center for Computer Science, School of Intelligent Manufacturing and Control Engineering, Qilu Institute of Technology)

GAPS: Global-Aware Prediction-driven Scheduling for Large-Scale LLM Inference (Page 1084)
Zhengyu Liu (Information Engineering University)
Fan Zhang (Fudan University)
Fengzhe Zhang (Fudan University)
Shuaikang Hou (Information Engineering University)

Delayed Assignments in Online Non-Centroid Clustering with Stochastic Arrivals (Page 1091)
Saar Cohen (Department of Computer Science, Bar Ilan University & Department of Computer Science, University of Oxford)

Boosting Offline MARL under Imbalanced Datasets via Compositional Diffusion Models (Page 1101)
Lihe Li (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University)
Shenghe Hu (National Key Laboratory for Novel Software Technolog, School of Artificial Intelligence, Nanjing University)
Bingxuan Lan (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University)
Yuqi Bian (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University)
Huan ZHang (China Mobile Information Technology Center)
Zhao Ming (China Mobile Information Technology Center)
Chongjie Zhang (Washington University in St. Louis)
Lei Yuan (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University)
Yang Yu (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University)

Flexibility-Based Traffic Flow Optimisation in Lifelong Multi-Agent Path Finding (Page 1111)
Peiqian Lin (Monash University)
Zhe Chen (Monash University)
David L. Dowe (Monash University)
Daniel Harabor (Monash University)

EmoDebt: Bayesian-Optimized Emotional Intelligence for Strategic Agent-to-Agent Debt Recovery (Page 1120)
Yunbo Long (University of Cambridge)
Yuhan Liu (University of Toronto)
Liming Xu (University of Cambridge)
Alexandra Brintrup (University of Cambridge)

ME-IGM: Individual-Global-Max in Maximum Entropy Multi-Agent Reinforcement Learning (Page 1129)
Wentse Chen (Carnegie Mellon University)
Yuxuan Li (Zhejiang University)
Shiyu Huang (XPeng Inc.)
Jiayu Chen (The University of Hong Kong & INFIFORCE Intelligent Tech. Co., Ltd.)
Jeff Schneider (Carnegie Mellon University)

Robust Sequential Learning in Random Order Networks (Page 1138)
William Guo (University of Pennsylvania)
Edward Xiong (MIT)
Jie Gao (Rutgers University)

GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion (Page 1147)
Tongxuan Liu (University of Science and Technology of China & JD.com)
Xingyu Wang (Institute of Automation, Chinese Academy of Sciences)
Weizhe Huang (JD.com)
Wenjiang Xu (Institute of Automation, Chinese Academy of Sciencess)
Yuting Zeng (University of Science and Technology of China)
Lei Jiang (University of Science and Technology of China)
Hailong Yang (Beihang University)
Jing Li (University of Science and Technology of China)

Grassroots Federation: Fair Democratic Governance at Scale (Page 1156)
Nimrod Talmon (Ben-Gurion University and Input Output Global)
Ehud Shapiro (London School of Economics & Weizmann Institute of Science)

The Reachability Objective in Multi-Agent Path Finding (Page 1165)
Noy Gabay (Ben-Gurion University of the Negev)
Jonathan Morag (Ben-Gurion University of the Negev)
Ariel Felner (Computer and Information Sciences, Ben-Gurion University of the Negev)
Roni Stern (Computer and Information Sciences, Ben-Gurion University of the Negev)

Conflict-Based Search for Multi Agent Path Finding with Asynchronous Actions (Page 1174)
Xuemian Wu (Shanghai Jiao Tong University)
Shizhe Zhao (Shanghai Jiaotong University)
Zhongqiang Ren (Shanghai Jiao Tong University)

Byzantine Fault Tolerance in Distributed Constraint Optimization Problems (Page 1183)
Koji Noshiro (University of Tsukuba)
Koji Hasebe (University of Tsukuba)

Robust Information Design for Multi-Agent Systems with Complementarities: Smallest-Equilibrium Threshold Policies (Page 1192)
Farzaneh Farhadi (Aston University)
Maria Chli (Aston University)

Finite-State Controllers for (Hidden-Model) POMDPs using Deep Reinforcement Learning (Page 1201)
David Hudák (Brno University of Technology)
Maris F. L. Galesloot (Radboud University Nijmegen)
Martin Tappler (TU Wien)
Martin Kurečka (Masaryk University)
Nils Jansen (Ruhr-Universität Bochum & Radboud University Nijmegen)
Milan Češka (Brno University of Technology)

MORL4Water: A Modular Multi-Objective Reinforcement Learning Toolkit for Water Resource Management (Page 1211)
Zuzanna Osika (Delft University of Technology)
Roxana Rădulescu (Utrecht University)
Jazmin Zatarain-Salazar (Delft University of Technology)
Frans A. Oliehoek (Delft University of Technology)
Pradeep K. Murukannaiah (Delft University of Technology)

Bons-AI: An Agent-Based Model to Evaluate the Behavior of Bonsai Grower According to Different Levels of Communication and Experience (Page 1221)
Sara Satake (University of Tsukuba)
Guilherme Nakahata (University of Tsukuba)
Claus Aranha (University of Tsukuba)

Project Submission Games in Participatory Budgeting (Page 1229)
Piotr Faliszewski (AGH University)
Łukasz Janeczko (AGH University)
Andrzej Kaczmarczyk (Czech Technical University of Prague)
Grzegorz Lisowski (University of Groningen)
Grzegorz Pierczyński (University of Warsaw)

The Role of Social Learning and Collective Norm Formation in Fostering Cooperation in LLM Multi-Agent Systems (Page 1238)
Prateek Gupta (Center for Humans and Machines, Max-Planck Institute for Human Development)
Qiankun Zhong (Center for Humans and Machines, Max-Planck Institute for Human Development)
Hiromu Yakura (Center for Humans and Machines, Max-Planck Institute for Human Development)
Thomas Eisenmann (Center for Humans and Machines, Max-Planck Institute for Human Development)
Iyad Rahwan (Center for Humans and Machines, Max-Planck Institute for Human Development)

CentaurMD: Confidence-Aware Human-AI Decision Fusion for Multi-Label Disease Diagnosis via Label-Specific MoE (Page 1247)
Youcheng Zhang (Northwestern Polytechnical University)
Hui Wang (Harbin Engineering University)
Jiaqi Liu (Northwestern Polytechnical University)
Yao Zhang (Northwestern Polytechnical University)
Zhiwen Yu (Harbin Engineering University & Northwestern Polytechnical University)
Bin Guo (Northwestern Polytechnical University)

RocqStar: Leveraging Similarity-driven Retrieval and Agentic Systems for Rocq generation (Page 1256)
Andrei Kozyrev (JetBrains Research)
Nikita Khramov (JetBrains Research)
Gleb Solovev (JetBrains Research)
Anton Podkopaev (JetBrains Research)

Global Convergence to Nash Equilibrium in Nonconvex General-Sum Games under the n-Sided PL Condition (Page 1265)
Yutong Chao (Technical University of Munich)
Jalal Etesami (Technical University of Munich & Munich Institute of Robotics and Machine Intelligence)

Why and Whom to Communicate? A Dual-Objective, Cost-Benefit Framework for Multi-Agent Communication (Page 1275)
Yi-Yu Lin (The University of Manchester)
Jiahao Zhang (Huawei Technologies Ltd.)
Xiao-Jun Zeng (The University of Manchester)

Heterogeneous RBCs via Deep Multi-agent Reinforcement Learning (Page 1284)
Federico Gabriele (Università La Sapienza di Roma)
Aldo Glielmo (Banca d'Italia)
Marco Taboga (Banca d'Italia)

TriBand-BEV: Real-Time LiDAR-Only 3D Pedestrian Detection via Height-Aware BEV and High-Resolution Feature Fusion (Page 1294)
Mohammad Khoshkdahan (Karlsruhe Institute of Technology)
Alexey Vinel (Karlsruhe Institute of Technology)

Efficiently Computing Equilibria in Budget-Aggregation Games (Page 1304)
Patrick Becker (TU Munich)
Alexander Fries (TU Munich)
Matthias Greger (Paris Dauphine - PSL)
Erel Segal-Halevi (Ariel University)

Lifted Forward Planning in Relational Factored Markov Decision Processes with Concurrent Actions (Page 1314)
Florian Andreas Marwitz (University of Hamburg)
Tanya Braun (University of Münster)
Ralf Möller (University of Hamburg)
Marcel Gehrke (University of Hamburg)

Computational Aspects of Plan-Dependent Model Equivalence: The Case of Knowing-How Bisimulations (Page 1323)
Carlos Areces (CONICET and FAMAF-UNC)
Raul Fervari (CONICET and FAMAF-UNC & Université Paris-Saclay, LMF)
Antonio Mondejar (FAMAF-UNC)

On Angels and Demons: Strategic (De)Construction of Dynamic Models (Page 1332)
Davide Catta (LIPN, CNRS, Université Sorbonne Paris Nord)
Rustam Galimullin (University of Bergen)
Munyque Mittelmann (LIPN, CNRS, Université Sorbonne Paris Nord)

Token-level Advantage Policy Optimization from Negative Feedback in Multi-Turn Agents (Page 1342)
Xufeng Zhou (Institute of Automation, Chinese Academy of Sciences & School of Artificial Intelligence, University of Chinese Academy of Sciences)
Linjing Li (Institute of Automation, Chinese Academy of Sciences & Wenge Technology Co., Ltd.)
Daniel Dajun Zeng (Institute of Automation, Chinese Academy of Sciences & School of Artificial Intelligence, University of Chinese Academy of Sciences)

Cross-Domain Alignment with Fine Geometric Perception for Detail-Preserving Point Cloud Completion (Page 1351)
Chen Huang (School of Computer Science, Hubei University)
Haobo Ma (School of Computer Science, Hubei University)
Yan Zhang (School of Computer Science, Hubei University)
Chao Yang (School of Computer Science, Hubei University)
Jianhua Song (School of Cyber Science and Technology, Hubei University)

VLM-ReG : Vision-Language Models Enhanced via Reward-Refined GRPO in Remote Sensing Reasoning (Page 1360)
YanZhong Zhou (College of Intelligence Science and Technology, National University of Defense Technology)
BiaoXin Li (College of Intelligence Science and Technology, National University of Defense Technology)
ZhangLing Wang (College of Intelligence Science and Technology, National University of Defense Technology)
Chao Wang (College of Intelligence Science and Technology, National University of Defense Technology)
WanPeng Zhang (College of Intelligence Science and Technology, National University of Defense Technology)

Reducing Overestimation by Measuring Critic Disagreement in Multi-Critics Architectures (Page 1370)
Nitsan Soffair (Ben Gurion University of the Negev)
Gilad Katz (Ben-Gurion University of the Negev)

Robust Autobidding for Noisy Conversion Prediction Models (Page 1379)
Andrey Pudovikov (AI Center & IAI MSU, Lomonosov Moscow State University)
Alexandra Khirianova (Lebedev Physical Institute of the Russian Academy of Sciences & AI Center & IAI MSU, Lomonosov Moscow State University)
Ekaterina Solodneva (AI Center, Lomonosov Moscow State University)
Gleb Molodtsov (MBZUAI)
Aleksandr Katrutsa (AI Center, Lomonosov Moscow State University)
Yuriy Dorn (AI Center & IAI MSU, Lomonosov Moscow State University)
Egor Samosvat (Independent Researcher)

The Triad of Identity, Trust and Responsibility in Multi-Agent Systems (Page 1388)
Jayati Deshmukh (University of Southampton)
Vahid Yazdanpanah (University of Southampton)
Sebastian Stein (University of Southampton)
Sarvapali D. Ramchurn (University of Southampton)

KAN-Enhanced Graph Learning for Active Voltage Control in Dynamic Power Systems (Page 1397)
Liqian Sun (School of Computer Science and Technology, Harbin Institute of Technology Shenzhen)
Hang Xiao (School of Software, Northwestern Polytechnical University)
Shuhan Qi (School of Computer Science and Technology, Harbin Institute of Technology Shenzhen)
Huale Li (School of Information Science and Engineering, Lanzhou University)
Jiajia Zhang (School of Computer Science and Technology, Harbin Institute of Technology Shenzhen)
Xuan Wang (School of Computer Science and Technology, Harbin Institute of Technology Shenzhen)

Adaptive Agents in Spatial Double-Auction Markets: Modeling the Emergence of Industrial Symbiosis (Page 1406)
Matthieu Mastio (IRIT, UMR 5505 CNRS, Université Toulouse Capitole)
Paul Saves (IRIT, UMR 5505 CNRS, Université Toulouse Capitole)
Benoit Gaudou (IRIT, UMR 5505 CNRS, Université Toulouse Capitole)
Nicolas Verstaevel (IRIT, UMR 5505 CNRS, Université Toulouse Capitole)

Strength Change Explanations in Quantitative Argumentation (Page 1416)
Timotheus Kampik (Umeå University)
Xiang Yin (Imperial College London)
Nico Potyka (Cardiff University)
Francesca Toni (Imperial College London)

Procedural Knowledge Improves Agentic LLM Workflows (Page 1425)
Vincent Hsiao (NRC Postdoctoral Fellow, Naval Research Laboratory)
Mark Roberts (Iconium Labs & NRL)
Leslie Smith (Navy Center for Applied Research in AI, Naval Research Laboratory)

OWLViz: An Open-World Benchmark for Visual Question Answering (Page 1434)
Thuy Nguyen (Reason Foundation)
Dang Nguyen (University of Maryland)
Hoang Nguyen (Posts & Telecommunications Institute of Technology)
Thuan Luong (Posts & Telecommunications Institute of Technology)
Franck Dernoncourt (Adobe Research)
Long Dang Hoang (Posts and Telecommunications Institute of Technology)
Viet Dac Lai (Adobe Research)

Algorithmic Collusion at Test Time: A Meta-game Design and Evaluation (Page 1444)
Yuhong Luo (Rutgers University)
Daniel Schoepflin (DIMACS, Rutgers University)
Xintong Wang (Rutgers University)

Exploring Cognitive Bias Impact, Detection and Mitigation in Large Language Models (Page 1454)
Ana Gutiérrez-Mandingorra (Universidad Politécnica de València (UPV))
Stella Heras (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València (UPV))
Javier Palanca (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València (UPV))
Vicent Botti (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València (UPV) Valencian Graduate School and Research Network of Artificial Intelligence (VALGRAI))

MoralityGym: A Benchmark for Evaluating Hierarchical Moral Alignment in Sequential Decision-Making Agents (Page 1464)
Simon Rosen (University of the Witwatersrand)
Siddarth Singh (University of the Witwatersrand)
Ebenezer Gelo (University of the Witwatersrand)
Helen Sarah Robertson (University of the Witwatersrand)
Ibrahim Suder (University of the Witwatersrand)
Victoria Williams (University of the Witwatersrand)
Benjamin Rosman (University of the Witwatersrand)
Geraud Nangue Tasse (University of the Witwatersrand)
Steven James (University of the Witwatersrand)

Robustness of Stable Matchings When Attributes and Salience Determine Preferences (Page 1473)
Amit Ronen (Bar-Ilan University)
S. S. Ravi (University of Virginia)
Sarit Kraus (Bar-Ilan University)

Modifying Preferences and Capacities for Stability in Flow Networks: Algorithms and Complexity (Page 1482)
Gergely Csáji (ELTE KRTK, and Department of Computer Science and Information Theory, Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics)
Kitti Varga (Department of Computer Science and Information Theory, Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics)

Online Learning of Numeric Action Models for Planning (Page 1491)
Argaman Mordoch (Ben Gurion University)
Yarin Benyamin (Ben Gurion University)
Shahaf S. Shperberg (Ben Gurion University)
Brendan Juba (Washington University in St. Louis)
Roni Stern (Ben Gurion University)

An Algebraic Structuring of Epistemic States for BDI Agents in Uncertain Environments (Page 1500)
Charles A. N. Costa (Computer Science Department, University of Brasília)
Marlo Souza (Computer Science Institute, Federal University of Bahia)
Célia Ghedini Ralha (Computer Science Department, University of Brasília)

Placing Green Bridges Optimally, with Close-Range Habitats in Sparse Graphs (Page 1509)
Christian Wallisch (Algorithmics and Computational Complexity Group, Technische Universität Berlin)
Till Fluschnik (Department of Computer Science, Algorithm Engineering Group, Humboldt Universität Berlin)
Leon Kellerhals (Computational Intelligence, Technische Universität Clausthal)

Influencing LLM Multi-Agent Dialogue via Policy-Parameterized Prompts (Page 1518)
Hongbo Bo (University of Bristol)
Jingyu Hu (University of Bristol)
Weiru Liu (University of Bristol)

Robust Counterfactual Inference in Markov Decision Processes (Page 1527)
Jessica Lally (King's College London)
Milad Kazemi (King's College London)
Nicola Paoletti (King's College London)

Distributed Quantum Gaussian Processes for Multi-Agent Systems (Page 1536)
Meet Gandhi (Colorado School of Mines)
George P. Kontoudis (Colorado School of Mines)

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning (Page 1545)
Yihong Wu (Université de Montréal)
Liheng Ma (McGill University & Mila)
Muzhi Li (The Chinese University of Hong Kong)
Jiaming Zhou (Huawei Noah’s Ark Lab)
Lei Ding (University of Manitoba)
Jianye Hao (Tianjin University)
Ho-fung Leung (Independent Researcher)
Irwin King (The Chinese University of Hong Kong)
Yingxue Zhang (Huawei Noah’s Ark Lab)
Jian-Yun Nie (Université de Montréal)

Planning Ahead with RSA: Efficient Signalling in Dynamic Environments by Projecting User Awareness across Future Timesteps (Page 1555)
Anwesha Das (Saarland University)
John Duff (UCLA)
Jörg Hoffmann (Saarland University)
Vera Demberg (Saarland University)

Neuro-symbolic Action Masking for Deep Reinforcement Learning (Page 1564)
Shuai Han (Utrecht University)
Mehdi Dastani (Utrecht University)
Shihan Wang (Utrecht University)

Identifying the Source of Information Spread in Networks via Markov Chains (Page 1574)
Yael Sabato (Department of Mathematics and Computer Science, Open University of Israel)
Amos Azaria (Department of Data Science and AI, Ariel University)
Noam Hazon (Department of Data Science and AI, Ariel University)

Think Fast! Learning to Control Online Reasoning in Stochastic Environments (Page 1583)
Matthew Budd (Stateful Robotics)
Bruno Lacerda (Stateful Robotics)
Nick Hawes (University of Oxford)

Stable Matching: Dealing with Changes in Preferences (Page 1592)
Rohith Reddy Gangam (University of California, Irvine)
Tung Mai (Adobe Research)
Nitya Raju (University of Maryland, College Park)
Vijay V. Vazirani (University of California, Irvine)

LLM-augmented Empirical Game Theoretic Simulation for Socio-ecological Systems (Page 1601)
Jennifer Shi (Western University)
Christopher K. Frantz (Norwegian University of Science and Technology)
Christian Kimmich (Institute for Advanced Studies (IHS))
Saba Siddiki (Syracuse University)
Atrisha Sarkar (Western University)

Multi-Objective Categorical Deep Q-Networks (Page 1610)
Farès Chouaki (LIP6, Sorbonne Université)
Aurélie Beynier (LIP6, Sorbonne Université)
Nicolas Maudet (LIP6, Sorbonne Université)
Paolo Viappiani (LAMSADE, PSL)

Equitable Core Imputations for Max-Flow, MST and b-Matching Games (Page 1619)
Rohith Reddy Gangam (University of California, Irvine)
Naveen Garg (Indian Institute of Technology Delhi)
Parnian Shahkar (University of California, Irvine)
Vijay V. Vazirani (University of California, Irvine)

IntRec: Intent-based Retrieval with Contrastive Refinement (Page 1628)
Pourya Shamsolmoali (Dept. Computer Science, University of York)
Masoumeh Zareapoor (Dept. Computer Science, Shanghai Jiao Tong University)
Eric Granger (LIVIA, Dept. of Systems Engineering, École de technologie supérieure)
Yue Lu (School of Communication and Electronic Eng., East China Normal University)

Flow-Based Task Assignment for Large-Scale Online Multi-Agent Pickup and Delivery (Page 1637)
Yue Zhang (Monash University)
Zhe Chen (Monash University)
Daniel Harabor (Monash University)
Pierre Le Bodic (Monash University)
Peter J. Stuckey (Monash University)

Metric Distortion in Peer Selection (Page 1646)
Javier Cembrano (Max Planck Institut für Informatik & Universidad de Chile)
Golnoosh Shahkarami (Max Planck Institut für Informatik & University of Bremen)

Building Large-Scale Drone Defenses from Small-Team Strategies (Page 1655)
Grant Douglas (Adelaide University)
Stephen Franklin (Saab Australia Pty Ltd)
Claudia Szabo (Adelaide University)
Mingyu Guo (Adelaide University)

Deception and Communication in Autonomous Multi-Agent Systems: An Experimental Study with Among Us (Page 1664)
Maria Milkowski (University of Notre Dame)
Tim Weninger (University of Notre Dame)

Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes (Page 1673)
Min Zhang (College of Intelligence and Computing, Tianjin University)
Hongyao Tang (College of Intelligence and Computing, Tianjin University)
Jianye Hao (College of Intelligence and Computing, Tianjin University)
Yan Zheng (College of Intelligence and Computing, Tianjin University)

MENSA: Leveraging Mental Simulation for In-Context Policy Improvement in LLM Agents (Page 1682)
Chung-Che Chang (Department of Computer Science, National Taiwan University)
Erick Chandra (Department of Computer Science, National Taiwan University)
Jane Yung-jen Hsu (Department of Artificial Intelligence, Chang Gung University & National Taiwan University)
Yen-Ling Kuo (Department of Computer Science, University of Virginia)

Generating Fair Consensus Statements with Social Choice on Token-Level MDPs (Page 1692)
Carter Blair (Harvard University)
Kate Larson (University of Waterloo)

Peer-Aware Cost Estimation in Nonlinear General-Sum Dynamic Games for Mutual Learning and Intent Inference (Page 1701)
Seyed Yousef Soltanian (Arizona State University)
Wenlong Zhang (Arizona State University)

Synthesis and Evaluation of Long-term History-aware Medical Dialogue (Page 1710)
Hebin Hu (South-Central Minzu University)
Renke Dai (South-Central Minzu University)
Ah-Hwee Tan (Singapore Management University)
Yilin Kang (South-Central Minzu University)

BusEnv: A Multi-agent Reinforcement Learning Environment and Benchmark for Urban Public Transportation (Page 1719)
Wesley da Silva e Silva (Federal University of Bahia)
Ricardo Araújo Rios (Federal University of Bahia)
Rafael da Costa Fonseca (Federal University of Bahia)
Sabarikirishwaran Ponnambalam (Griffith University)
Léa Cassé (University of Waikato & École Polytechnique)
Marcos Vinícius dos Santos Ferreira (Federal University of Bahia)
Albert Bifet (University of Waikato)
Tatiane Nogueira Rios (Federal University of Bahia)

Calibrated LRT Guidance for Offline Diffusion Policies (Page 1728)
Ximan Sun (Duke University)
Xiang Cheng (Duke University)

Coherent Belief and Opinion Propagation Produces more Echo Chambers (Page 1737)
Hiro Kataoka (Department of Computer Science, University of Tsukuba)
Jérôme Euzenat (Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LIG)
Koji Hasebe (Department of Computer Science, University of Tsukuba)

Modeling and Optimizing the Provisioning of Exhaustible Capabilities for Simultaneous Task Allocation and Scheduling (Page 1746)
Jinwoo Park (Georgia Institute of Technology)
Harish Ravichandar (Georgia Institute of Technology)
Seth Hutchinson (Northeastern University)

B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning (Page 1755)
Woojun Kim (Carnegie Mellon University)
Katia P. Sycara (Carnegie Mellon University)

CRAwDAD: Causal Reasoning Augmentation with Dual-Agent Debate (Page 1764)
Finn G. Vamosi (Department of Computer Science, University of Calgary)
Nils D. Forkert (Department of Radiology, Hotchkiss Brain Institute, and Alberta Children’s Hospital Research Institute, University of Calgary)

Feature-based Uncertainty Model for School Choice (Page 1774)
Yao Zhang (Kyushu University)
Makoto Yokoo (Kyushu University)

Modelling Customer Trajectories with Reinforcement Learning for Practical Retail Insights (Page 1783)
Ken Ming Lee (McGill University)
Paul Barde (Mila - Quebec AI Institute)
Maxime C. Cohen (McGill University)
Derek Nowrouzezahrai (McGill University)

A Semi-Decentralized Approach to Multiagent Control (Page 1792)
Mahdi Al-Husseini (Stanford University)
Mykel J. Kochenderfer (Stanford University)
Kyle H. Wray (Northeastern University)

Zero-Shot Coordination in Ad Hoc Teams with Generalized Policy Improvement and Difference Rewards (Page 1801)
Rupal Nigam (University of Illinois Urbana-Champaign)
Niket Parikh (University of Illinois Urbana-Champaign)
Hamid Osooli (University of Illinois Urbana-Champaign)
Mikihisa Yuasa (University of Illinois Urbana-Champaign)
Jacob Heglund (University of Illinois Urbana-Champaign)
Huy T. Tran (University of Illinois Urbana Champaign)

Theory of Mind Guided Strategy Adaptation for Zero-Shot Coordination (Page 1810)
Andrew Ni (Carnegie Mellon University)
Simon Stepputtis (Virginia Tech)
Stefanos Nikolaidis (University of Southern California)
Michael Lewis (University of Pittsburgh)
Katia P. Sycara (Carnegie Mellon University)
Woojun Kim (Carnegie Mellon University)

Learning Hierarchical Procedural Memory for LLM Agents through Bayesian Selection and Contrastive Refinement (Page 1820)
Saman Forouzandeh (School of Engineering, Royal Melbourne Institute of Technology University)
Wei Peng (School of Engineering, Royal Melbourne Institute of Technology University)
Parham Moradi (College of Arts, Business, Law Education, and Information Technology, Victoria University)
Xinghuo Yu (School of Engineering, Royal Melbourne Institute of Technology University)
Mahdi Jalili (School of Engineering, Royal Melbourne Institute of Technology University)

Computing Perfect Bayesian Equilibria, with Application to Empirical Game-Theoretic Analysis (Page 1829)
Christine Konicki (Michigan Tech Research Institute)
Mithun Chakraborty (University of Michigan)
Michael P. Wellman (University of Michigan)

EG-RAG: Retrieval-Augmented Generation with Evidence Graph for Reliable Multi-Document Reasoning (Page 1838)
Seunggwan Hong (KT Corporation & Sungkyunkwan University)
Junhyung Moon (KT Corporation & Sungkyunkwan University)
Eunkyeong Lee (KT Corporation & Sungkyunkwan University)
Jaehyoung Park (KT Corporation)
Hyunseung Choo (Sungkyunkwan University)

A Radius-Sensitive Approximation Algorithm for Connected Submodular Maximization (Page 1847)
Philip Cervenjak (School of Computing and Information Systems, University of Melbourne)
Junhao Gan (School of Computing and Information Systems, University of Melbourne)
Naonori Kakimura (Department of Mathematics, Keio University)
Seeun William Umboh (School of Computing and Information Systems, The University of Melbourne & ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA))
Anthony Wirth (School of Computer Science, The University of Sydney & School of Computing and Information Systems, The University of Melbourne)

AC-MASAC: An Attentive Curriculum Learning Framework for Heterogeneous UAV Swarm Coordination (Page 1856)
Wanhao Liu (Guangdong University of Technology)
Junhong Dai (Guangdong University of Technology)
Yixuan Zhang (Guangdong University of Technology)
Shengyun Yin (Guangdong University of Technology)
Panshuo Li (Guangdong University of Technology)

Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization (Page 1864)
Nikita Kachaev (AXXX & ITMO University)
Mikhail Kolosov (MIRAI)
Daniil Zelezetsky (MIRAI)
Alexey K. Kovalev (AXXX & MIRAI)
Aleksandr I. Panov (AXXX & MIRAI)

MAStitch: Unifying Local and Global Perspectives for Anomaly Detection in Multi-Agent Systems (Page 1874)
Lior Waknin (Ben-Gurion University of the Negev)
Yarin Yerushalmi Levi (Ben-Gurion University of the Negev)
Ron Solomon (Ben-Gurion University of the Negev)
Jaidip Kotak (Ben-Gurion University of the Negev)
Amit Giloni (Fujitsu Research of Europe)
Chiara Picardi (Fujitsu Research of Europe)
Roman Vainshtein (Fujitsu Research of Europe)
Yuval Elovici (Ben-Gurion University of the Negev)
Asaf Shabtai (Ben-Gurion University of the Negev)

Dynamic Action Space Reinforcement Learning for Optimal Trading Execution (Page 1883)
Pangjing Wu (College of Computer Science and Software Engineering, Hohai University & Department of Computing, The Hong Kong Polytechnic University)
Xiaodong Li (College of Computer Science and Software Engineering, Hohai University)

PortfoliQA: An Agentic RAG Framework for Knowledge Graph Question Answering via Structured Evidence Portfolios (Page 1892)
Weina Zhang (Shanghai University of Electric Power)
Junsheng Huang (Shanghai University of Electric Power)
Zhongqin Bi (Shanghai University of Electric Power)
Dan Dai (Aston University)

Learning to Maintain Safety through Expert Demonstrations in Settings with Unknown Constraints: A Q-learning Perspective (Page 1901)
George Papadopoulos (University of Piraeus)
George A. Vouros (University of Piraeus)

Stable Marriage on Networks (Page 1910)
Miao Li (Key Laboratory of Intelligent Perception and Human-Machine Collaboration, ShanghaiTech University)
Xinwei Song (Key Laboratory of Intelligent Perception and Human-Machine Collaboration, ShanghaiTech University)
Dengji Zhao (Key Laboratory of Intelligent Perception and Human-Machine Collaboration, ShanghaiTech University)

Fair Division under Laminar Matroid Constraints for Three Agents (Page 1919)
Sarfaraz Equbal (Indian Institute of Technology, Bombay)

Constrained Multi-Agent Reinforcement Learning with MAF-Net for Safe Trajectory Planning (Page 1928)
Bizhao Pang (Air Traffic Management Research Institute, Nanyang Technological University)
Mingcheng Zhang (Air Traffic Management Research Institute, Nanyang Technological University)
Xinting Hu (Air Traffic Management Research Institute, Nanyang Technological University)
Duc-Thinh Pham (Center for AI Research, VinUniversity & Air Traffic Management Research Institute, Nanyang Technological University)
Sameer Alam (Air Traffic Management Research Institute, Nanyang Technological University)
Guglielmo Lulli (Dept of Informatics, Systems and Communication, University of Milano-Bicocca)

The Complexity of Strategic Behavior in Primary Elections (Page 1938)
Colin Cleveland (King's College London)
Bart de Keijzer (King's College London)
Maria Polukarov (King's College London)

Synthesis of Safety Specifications for Probabilistic Systems (Page 1947)
Gaspard Ohlmann (Independent)
Edwin Hamel-de le Court (Imperial College London)
Francesco Belardinelli (Imperial College London)

Developing Guidelines for Human-LLM Agent Teams: A Multi-Stakeholder Lens (Page 1956)
Mireia Yurrita (Utrecht University)
Davide Dell'Anna (Utrecht University)
Pradeep K. Murukannaiah (Delft University of Technology)
Catholijn M. Jonker (Delft University of Technology)
Pinar Yolum (Utrecht University)

On-line Learning in Tree MDPs by Treating Policies as Bandit Arms (Page 1967)
Anvay Shah (Indian Institute of Technology Bombay)
Ramsundar Anandanarayanan (Indian Institute of Technology Bombay)
Sharayu Moharir (Indian Institute of Technology Bombay)
Shivaram Kalyanakrishnan (Indian Institute of Technology Bombay)

SocraticAgent: An Autonomous Agent for Unlocking Latent Knowledge in LLMs (Page 1977)
Yang Yan (Zhejiang University)
Yu Lu (Westlake University)
Renjun Xu (Zhejiang University)
Zhenzhong Lan (Westlake University)

Offline Multi-Agent Reinforcement Learning with Global Moderate Generalization (Page 1986)
Yuanrui Duan (University of Science and Technology of China)
Wengang Zhou (University of Science and Technology of China)
Yufeng Shi (University of Science and Technology of China)
Xiancheng Gao (University of Science and Technology of China)
Lin Liu (University of Science and Technology of China)
Houqiang Li (University of Science and Technology of China)

Maximizing Index Diversity in Committee Elections (Page 1995)
Paula Böhm (Institut für Informatik, TU Clausthal)
Robert Bredereck (Institut für Informatik, TU Clausthal)
Till Fluschnik (Department of Computer Science, Humboldt Universität Berlin)

From User Preferences to Base Score Extraction Functions in Gradual Argumentation (Page 2004)
Aniol Civit (Institut de Robòtica i Informàtica Industrial, CSIC-UPC)
Antonio Rago (King's College London)
Antonio Andriella (Institut de Robòtica i Informàtica Industrial, CSIC-UPC)
Guillem Alenyà (Institut de Robòtica i Informàtica Industrial, CSIC-UPC)
Francesca Toni (Imperial College London)

Assessing VLM-Driven Semantic-Affordance Inference for Non-Humanoid Robot Morphologies (Page 2013)
Jess Jones (Bristol Robotics Laboratory, University of Bristol)
Sabine Hauert (Bristol Robotics Laboratory, University of Bristol)
Raul Santos-Rodriguez (University of Bristol)

Human-Inspired Context-Selective Multimodal Memory for Social Robots (Page 2022)
Hangyeol Kang (Department of Computer Science, University of Geneva)
Slava Voloshynovskiy (Department of Computer Science, University of Geneva)
Nadia Magnenat Thalmann (MIRALab, University of Geneva)

The Landscape of Almost Equitable Allocations (Page 2032)
Hadi Hosseini (Pennsylvania State University)
Vishwa Prakash HV (Chennai Mathematical Institute)
Aditi Sethia (Indian Institute of Science)
Jatin Yadav (Indian Institute of Technology)

Beyond Scalar Welfare: Enforcing Identity-Aware Equity in Multi-Agent Reinforcement Learning (Page 2041)
Nhat-Hoang P. Nguyen (Air Traffic Management Research Institute, Nanyang Technological University)
Duc-Thinh Pham (Center for AI Research, VinUniversity, Air Traffic Management Research Institute, & Nanyang Technological University)
Trung-Hoang Le (Faculty of Information Technology, University of Science & Vietnam National University)
Sameer Alam (Air Traffic Management Research Institute, Nanyang Technological University)
Vu N. Duong (Center for AI Research, VinUniversity)

Translating Latent State World Model Representations into Natural Language (Page 2050)
Matthew Barker (King's College London)
Matteo Leonetti (King's College London)

Population Synthesis with Geographic Coordinates (Page 2060)
Jacopo Lenti (Sapienza University of Rome & Intesa Sanpaolo)
Lorenzo Costantini (Intesa Sanpaolo)
Ariadna Fosch (Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza)
Anna Monticelli (Intesa Sanpaolo Innovation Center)
David Scala (Intesa Sanpaolo)
Marco Pangallo (CENTAI Institute)

Greedy Routing Reachability Games (Page 2070)
Pascal Lenzner (University of Augsburg)
Paraskevi Machaira (Hasso Plattner Institute)

Existence and Computation of Fair Allocations under Constraints (Page 2079)
Siddharth Barman (Indian Institute of Science)
Ioannis Caragiannis (Aarhus University)
Sudarshan Shyam (Aarhus University)

Rejecting Arguments Based on Doubt in Structured Bipolar Argumentation (Page 2088)
Michael A. Müller (CRIL, CNRS, Univ Artois & Université de Fribourg)
Srdjan Vesic (CRIL, CNRS, Univ Artois)
Bruno Yun (Univ Lyon, UCBL, CNRS & INSA Lyon, LIRIS, UMR5205)

Interbank Lending Games (Page 2097)
Jinyun Tong (King's College London)
Bart de Keijzer (King's College London)
Haoxiang Wang (King's College London)
Carmine Ventre (King's College London)

Outer Diversity of Structured Domains (Page 2106)
Piotr Faliszewski (AGH University)
Krzysztof Sornat (AGH University)
Stanislaw Szufa (University of Geneva)
Tomasz Was (University of Oxford)

A Generic Framework for Fair Consensus Clustering in Streams (Page 2115)
Diptarka Chakraborty (National University of Singapore)
Kushagra Chatterjee (National University of Singapore)
Debarati Das (Pennsylvania State University)
Tien-Long Nguyen (Pennsylvania State University)

Sim2Sea: Sim-to-Real Policy Transfer for Maritime Vessel Navigation in Congested Waters (Page 2124)
Xinyu Cui (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Xuanfa Jin (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Xue Yan (Institute of Automation, CAS & School of Artificial Intelligence, UCAS)
Yongcheng Zeng (Institute of Automation, CAS)
Luoyang Sun (Institute of Automation, CAS)
Siying Wei (Institute of Automation, CAS)
Ruizhi Zhang (Institute of Automation, CAS)
Jian Zhao (Zhongguancun Academy)
Haifeng Zhang (Institute of Automation, CAS)
Jun Wang (University College London)

Utility-Based Soft Masking for Continual Multi-Objective Reinforcement Learning (Page 2133)
Timon Deschamps (Universite Claude Bernard Lyon 1, CNRS, INSA Lyon, LIRIS, UMR5205)
Rémy Chaput (CPE Lyon, Universite Claude Bernard Lyon 1, CNRS, INSA Lyon, LIRIS, UMR 5205)
Mathieu Guillermin (UCLy, UR CONFLUENCE : Sciences et Humanités (EA 1598))
Laëtitia Matignon (Universite Claude Bernard Lyon 1, CNRS, INSA Lyon, LIRIS, UMR5205)

Decentralized Value Systems Agreements (Page 2142)
Arturo Hernández-Sánchez (VRAIN, Universitat Politècnica de València)
Natalia Criado (VRAIN, Universitat Politècnica de València)
Stella Heras (VRAIN, Universitat Politècnica de València)
Miguel Rebollo (VRAIN, Universitat Politècnica de València)
Jose Such (INGENIO (CSIC-Universitat Politècnica de València))

Exploring Relations among Fairness Notions in Discrete Fair Division (Page 2151)
Jugal Garg (University of Illinois at Urbana-Champaign)
Eklavya Sharma (University of Illinois at Urbana-Champaign)

SESiL: Social, Evolutionary Supported Learning (Page 2160)
Tianshu Zhao (Carleton University)
Zinovi Rabinovich (Carleton University)

Eliminating Inconsistencies among CP-Theory Qualitative Preferences (Page 2169)
Erik Rauer (Iowa State University)
Samik Basu (Iowa State University)
Vasant Honavar (Pennsylvania State University)
Jia Tao (Lafayette College)

Solving Qualitative Multi-Objective Stochastic Games (Page 2178)
Moritz Graf (RPTU University Kaiserslautern-Landau & Max Planck Institute for Software Systems)
Anthony Lin (RPTU University Kaiserslautern-Landau & Max Planck Institute for Software Systems)
Rupak Majumdar (Max Planck Institute for Software Systems)

Population Size Effects on Strategic Classification Dynamics (Page 2187)
Marta C. Couto (Informatics Institute, UvA)
Flavia Barsotti (ING Group & TU Delft (DIAM))
Fernando P. Santos (Informatics Institute, UvA)

Proportional and Pareto-Optimal Allocation of Chores with Subsidy (Page 2196)
Jugal Garg (University of Illinois at Urbana-Champaign)
Eklavya Sharma (University of Illinois at Urbana-Champaign)
Xiaowei Wu (University of Macau)

DELL: Dual-Knowledge Enhanced LLMs for Precise Decision Making in Healthcare (Page 2205)
Danying Mo (Sun Yat-sen University)
Chao Yu (Sun Yat-sen University)
Xuan Lin (Sun Yat-sen University)
Zhongqi Wu (South China Normal University)
Yuheng Luo (Sun Yat-sen University)
Chen Bai (Hong Kong Metropolitan University)
Chaojin Chen (The Third Affiliated Hospital of Sun Yat-sen University)

Metric Hedonic Games on the Line (Page 2214)
Merlin de la Haye (Hasso Plattner Institute)
Pascal Lenzner (University of Augsburg)
Farehe Soheil (Hasso Plattner Institute)
Marcus Wunderlich (University of Augsburg)

Reasoning About Responsibility for Taking Risks (Page 2223)
Maksim Gladyshev (Utrecht University)
Natasha Alechina (Open University)
Mehdi Dastani (Utrecht University)
Dragan Doder (Utrecht University)

Probing Dec-POMDP Reasoning in Cooperative MARL (Page 2232)
Kale-ab Abebe Tessera (University of Edinburgh)
Leonard Hinckeldey (University of Edinburgh)
Riccardo Zamboni (Politecnico di Milano)
David Abel (University of Edinburgh)
Amos Storkey (University of Edinburgh)

Enabling User Agency in Scalable Content Recommendations with Large Language Models (Page 2241)
Yucheng Li (Amazon AGI)
Gerrit J.J. Van den Burg (Amazon AGI)
Wei Liu (Amazon AGI)
Zhunxuan Wang (Amazon AGI)
Abhishek Tripathi (Amazon AGI)
Murat Sensoy (Amazon AGI)

Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success (Page 2251)
George Bredis (T-Tech)
Stanislav Dereka (T-Tech)
Viacheslav Sinii (T-Tech)
Ruslan Rakhimov (T-Tech)
Daniil Gavrilov (T-Tech)

Identifying Essential Rule Sets in Agent-Based Models Through Systematic Ablation: A Tumor Evolution Case Study (Page 2261)
Nhung Duong (Hanoi University of Pharmacy & N2TP Technology Solutions JSC)
Luong Doan (N2TP Technology Solutions JSC & Phenikaa University)
Anh Do (Hanoi University of Pharmacy)
Anh Truong (Hanoi University of Pharmacy)
Ngoc Do (Hanoi University of Pharmacy)
Tien Nguyen (N2TP Technology Solutions JSC)
Tuan Do (Phenikaa University)

Clone-Robust Weights in Metric Spaces: Handling Redundancy Bias in Benchmark Aggregation (Page 2270)
Damien Berriaud (ETHZ)
Roger Wattenhofer (ETHZ)

LLM Performance Predictors: Learning When to Escalate in Hybrid Human-AI Moderation Systems (Page 2279)
Or Bachar (Zefr & Reichman University)
Or Levi (Zefr)
Sardhendu Mishra (Zefr)
Adi Levi (Zefr)
Manpreet Singh Minhas (Zefr)
Justin Miller (Zefr)
Omer Ben-Porat (Technion)
Eilon Sheetrit (Reichman University)
Jonathan Morra (Zefr)

A Verification Framework for Obstruction, Probability, and Time (Page 2289)
Wissal Dahani (Télécom Paris, IP Paris)
Jean Leneutre (Télécom Paris, IP Paris)
Vadim Malvone (Télécom Paris, IP Paris)
James Ortiz (Université Paris-Est Créteil, LACL)
Axel Oscar (Télécom Paris, IP Paris)

VGC-Bench: Towards Mastering Diverse Team Strategies in Competitive Pokémon (Page 2299)
Cameron L. Angliss (The University of Texas at Austin)
Jiaxun Cui (The University of Texas at Austin)
Jiaheng Hu (The University of Texas at Austin)
Arrasy Rahman (The University of Texas at Austin)
Peter Stone (The University of Texas at Austin; Sony AI)

Dual-Enhanced Model-Based Policy Optimization: Dynamic Bias-Shift Tradeoff and Adaptive Bidirectional Rollout (Page 2308)
Yuetian Wang (Shanghai Jiao Tong University)
Dianxi Shi (Intelligent Game and Decision Lab)
Huanhuan Yang (Beijing Academy of Science and Technology)
Yuanze Wang (Shanghai Jiao Tong University)
Shiming Song (Intelligent Game and Decision Lab)
Chunping Qiu (Intelligent Game and Decision Lab)

STO-RL: Offline RL Under Sparse Rewards via LLM-Guided Subgoal Temporal Order (Page 2317)
Chengyang GU (Hong Kong University of Science and Technology (Guangzhou))
Yuxin Pan (Hong Kong University of Science and Technology)
Hui Xiong (Hong Kong University of Science and Technology (Guangzhou))
Yize Chen (University of Alberta)

Teaching an Old Dynamics New Tricks: Regularization-free Last-iterate Convergence in Zero-sum Games via BNN Dynamics (Page 2327)
Tuo Zhang (Department of Computer Science, University of Birmingham)
Leonardo Stella (Department of Computer Science, University of Birmingham)

Extremely Large Collective Coalition Formation: Scalability (Page 2337)
Neha G. Pusalkar (Oregon State University)
Julie A. Adams (Oregon State University)

Interpretable Failure Analysis in Multi-Agent Reinforcement Learning Systems (Page 2347)
Risal Shahriar Shefin (Wake Forest University)
Debashis Gupta (Wake Forest University)
Thai Le (Indiana University)
Sarra Alqahtani (Wake Forest University)

Multi-Agent Pickup and Delivery with Heterogeneous Agents (Page 2356)
Benedetta Flammini (Politecnico di Milano)
Francesco Amigoni (Politecnico di Milano)
Bruno Lacerda (Stateful Robotics)

Fluid-Agent Reinforcement Learning (Page 2365)
Shishir Sharma (Mila – Quebec Artificial Intelligence Institute & McGill University)
Doina Precup (Mila – Quebec Artificial Intelligence Institute & McGill University)
Theodore J. Perkins (Ottawa Hospital Research Institute & University of Ottawa)

Approximating Nash Equilibria in General-Sum Games via Meta-Learning (Page 2374)
David Sychrovský (Charles University & EquiLibre Technologies)
Christopher Solinas (University of Alberta)
Revan MacQueen (Alberta Machine Intelligence Institute)
Kevin Wang (Brown University)
James R. Wright (University of Alberta)
Nathan R. Sturtevant (University of Alberta)
Michael Bowling (University of Alberta)

Information Contagion in Climate-Stressed SME Networks: An Agent-Based Simulation Study (Page 2383)
Luong Doan (N2TP Technology Solutions JSC & Phenikaa University)
Uyen Nguyen (National Economics University)
Thao Duong (East Asia University of Technology)
Ngan Duong (National Economics University)
Phong Ho (N2TP Technology Solutions JSC)
Nhung Duong (Hanoi University of Pharmacy & N2TP Technology Solutions JSC)
Tuan Do (Phenikaa University)

Federated Gaussian Process Learning via Pseudo-Representations for Large-Scale Multi-Robot Systems (Page 2392)
Sanket A. Salunkhe (Colorado School of Mines)
George P. Kontoudis (Colorado School of Mines)

Sample-Efficient Policy Space Response Oracles with Joint Experience Best Response (Page 2401)
Ariyan Bighashdel (Utrecht University & Delft University of Technology)
Thiago D. Simão (Eindhoven University of Technology)
Frans A. Oliehoek (Delft University of Technology)

Robust Value Maximization in Challenge the Champ Tournaments with Probabilistic Outcomes (Page 2410)
Umang Bhaskar (Tata Institute of Fundamental Research)
Juhi Chaudhary (Indian Institute of Petroleum and Energy)
Sushmita Gupta (The Institute of Mathematical Sciences, HBNI)
Pallavi Jain (Indian Institute of Technology Jodhpur)
Sanjay Seetharaman (The Institute of Mathematical Sciences, HBNI)

EFX Allocations Exist on Triangle-Free Multi-Graphs (Page 2419)
Mahyar Afshinmehr (Department of Computer Science, University of Oxford)
Arash Ashuri (Independent Researcher)
Pouria Mahmoudkhan (Department of Computer Engineering, Sharif University of Technology)
Kurt Mehlhorn (Max Planck Institute for Informatics, Saarland Informatics Campus)

Alternating-Time Temporal Logic with Dependent Strategies (Page 2429)
Jessica L. Newman (University of Southampton)
Enrico Gerding (University of Southampton)
Enrico Marchioni (University of Southampton)
Baharak Rastegari (University of Southampton)

Disobedience in Normative Multi-agent Systems (Page 2438)
Marija Slavkovik (University of Bergen)
Liuwen Yu (Luxembour Institute of Science and Technology)
Leon van der Torre (University of Luxemburg)
Réka Markovich (University of Luxemburg)
Beishui Liao (Zhejiang University)

Learning Bayesian Game Families, with Application to Mechanism Design (Page 2447)
Madelyn Gatchel (University of Michigan)
Michael P. Wellman (University of Michigan)

Wisdom of the Machines: Exploring Collective Intelligence in LLM Crowds (Page 2456)
Yashar Talebirad (University of Alberta)
Ali Parsaee (University of Alberta)
Vishwajeet Ohal (University of Alberta)
Amirhossein Nadiri (York University)
Csongor Szepesvari (University of Alberta)
Yash Mouje (University of Alberta)
Eden Redman (Network for Applied Technology)

General Flexible f-divergence for Challenging Offline RL Datasets with Low Stochasticity and Diverse Behavior Policies (Page 2464)
Jianxun Wang (North Carolina State University)
Grant C. Forbes (North Carolina State University)
Leonardo Villalobos-Arias (North Carolina State University)
David L. Roberts (North Carolina State University)

Team of Rivals: Hierarchical Deep Reinforcement Learning and Behavior Cloning for Multiplayer Poker (Page 2473)
Avishag Shapira (Ben-Gurion University of the Negev)
Ido Rom (Ben-Gurion University of the Negev)
Asaf Shabtai (Ben-Gurion University of the Negev)
Gilad Katz (Ben-Gurion University of the Negev)

Beyond Vibe Decision Theory: Asymmetric Manipulation Vulnerabilities in LLM Multi-Agent Coordination (Page 2482)
Sukanya Krishna (Harvard University)
Tobin South (Stanford University)

IMAS²: Joint Agent Selection and Information-Theoretic Coordinated Perception In Dec-POMDPs (Page 2491)
Chongyang Shi (University of Florida)
Wesley A. Suttle (Army Research Laboratory)
Michael Dorothy (Army Research Laboratory)
Jie Fu (University of Florida)

Real-time Cohorting of Nursing Care into Bubbles (Page 2500)
Jeffrey Keithley (University of Iowa)
Tinh Tran (University of Iowa)
Lucas Zach-Ryan (University of Iowa)
D. M. Hasibul Hasan (University of Iowa)
Brodie McCuen (University of Iowa)
Sriram V. Pemmaraju (University of Iowa)
Bijaya Adhikari (University of Iowa)

Imperfect-Information Games on Quantum Computers: A Case Study in Skat (Page 2509)
Ulrich Armbrüster (Atos Future Maker Research Community)
Stefan Edelkamp (Faculty of Mathematics and Physics, Charles University)
Gabriel Maresch (Faculty of Mathematics and Geoinformation, TU Wien)
Erik Schulze (Eviden Germany GmbH)

Minimax and Preferential Almost-Stable Matchings (Page 2518)
Frederik Glitzner (School of Computing Science, University of Glasgow)
David Manlove (School of Computing Science, University of Glasgow)

Fairness in Cooperative Multi-objective Multi-agent Reinforcement Learning using Expected Utility (Page 2527)
Fares Chouaki (LIP6, Sorbonne Université)
Aurélie Beynier (LIP6, Sorbonne Université)
Nicolas Maudet (LIP6, Sorbonne Université)
Paolo Viappiani (LAMSADE, PSL)

First-Order and Second-Order Model Counting Meet Stable Marriages, Stable Roommates, and Stable Diners (Page 2536)
Václav Kula (Faculty of Electrical Engineering, Czech Technical Univeresity in Prague)
Jan Tóth (Faculty of Electrical Engineering, Czech Technical Univeresity in Prague)
Yuanhong Wang (Jilin University)
Yuyi Wang (CRRC Zhuzhou Institute, China)
Ondrej Kuželka (Faculty of Electrical Engineering, Czech Technical University in Prague)

Complexity of (Non-)Convergence in Iterative Voting (Page 2545)
Paul W. Goldberg (University of Oxford)
Marios Mavronicolas (University of Cyprus)
Tomasz Was (University of Oxford)

Ratio-Based Signaling for Source-Victim Separation in Swarm Fault Detection (Page 2554)
Longyin Cui (Loyola University Maryland)

Retrieval- and Argumentation-Enhanced Multi-Agent LLMs for Judgmental Forecasting (Page 2563)
Deniz Gorur (Imperial College London)
Antonio Rago (King's College London)
Francesca Toni (Imperial College London)

Fairness Dynamics in Digital Economy Platforms with Biased Ratings (Page 2573)
Martin Smit (University of Amsterdam)
Fernando P. Santos (University of Amsterdam)

Decisions.jl: Representing and Transforming Decision Problem Classes in Julia (Page 2582)
Mel Krusniak (Vanderbilt University)
Ofer Dagan (University of Colorado Boulder)
Himanshu Gupta (University of Colorado Boulder)
Benjamin Kraske (University of Colorado Boulder)
Kyle Hollins Wray (Northeastern University)
Zachary Sunberg (University of Colorado Boulder)

Hierarchical Reward Design from Language: Enhancing Alignment of Agent Behavior with Human Specifications (Page 2590)
Zhiqin Qian (Rice University)
Ryan Diaz (Rice University)
Sangwon Seo (Rice University)
Vaibhav Unhelkar (Rice University)

IntentCUA: Learning Intent-level Representations for Skill Abstraction and Multi-Agent Planning in Computer-Use Agents (Page 2600)
Seoyoung Lee (Sookmyung Women's University)
Seobin Yoon (Sookmyung Women's University)
Seongbeen Lee (Sookmyung Women's University)
Yoojung Chun (Sookmyung Women's University)
Dayoung Park (Sookmyung Women's University)
Doyeon Kim (Sookmyung Women's University)
Joo Yong Sim (Sookmyung Women's University)

UNCAP: Uncertainty-Guided Neurosymbolic Planning Using Natural Language Communication for Cooperative Autonomous Vehicles (Page 2609)
Neel P. Bhatt (The University of Texas at Austin)
Po-han Li (The University of Texas at Austin)
Kushagra Gupta (The University of Texas at Austin)
Rohan Siva (The University of Texas at Austin)
Daniel Milan (The University of Texas at Austin)
Alexander T. Hogue (The University of Texas at Austin)
Sandeep P. Chinchali (The University of Texas at Austin)
David Fridovich-Keil (The University of Texas at Austin)
Zhangyang Wang (The University of Texas at Austin)
Ufuk Topcu (The University of Texas at Austin)

Multi-Agent Decision S4: Leveraging State Space Models for Offline Multi-Agent Reinforcement Learning (Page 2618)
Ashmita Bhattacharya (Pennsylvania State University)
Malyaban Bal (Pennsylvania State University)

Timing the Message: Language-Based Notifications for Time-Critical Assistive Settings (Page 2628)
Ya-Chuan Hsu (University of Southern California)
Jonathan DeCastro (Toyota Research Institute)
Andrew Silva (Toyota Research Institute)
Guy Rosman (Toyota Research Institute)

A General Incentives-Based Framework for Fairness in Multi-agent Resource Allocation (Page 2638)
Ashwin Kumar (Washington University in St. Louis)
William Yeoh (Washington University in St. Louis)

Multi-Objective Coverage via Constraint Active Search (Page 2647)
Zakaria Shams Siam (University at Albany, State University of New York)
Xuefeng Liu (University of Chicago)
Chong Liu (University at Albany, State University of New York)

Graph-Conditioned Diffusion for Offline Multi-Agent Reinforcement Learning (Page 2656)
Luis Pimentel (Georgia Institute of Technology)
Minwoo Cho (Georgia Institute of Technology)
Sean Ye (Zoox)
James Ellis Grant Pagan (Sandia National Laboratories)
Matthew Gombolay (Georgia Institute of Technology)

Characterizing Consensuses in Belief Flow Networks (Page 2665)
Nicolas Schwind (National Institute of Advanced Industrial Science and Technology)
Gauvain Bourgne (Lip6, Sorbonne Université)
Katsumi Inoue (National Institute of Informatics)

AltNet: Addressing the Plasticity-Stability Dilemma in Reinforcement Learning (Page 2674)
Mansi Maheshwari (University of Massachusetts)
John C. Raisbeck (University of Massachusetts)
Bruno Castro da Silva (University of Massachusetts)

CONSENT: A Negotiation Framework for Leveraging User Flexibility in Vehicle-to-Building Charging under Uncertainty (Page 2681)
Rishav Sen (Vanderbilt University)
Fangqi Liu (Vanderbilt University)
Jose Paolo Talusan (Vanderbilt University)
Ava Pettet (Nissan Advanced Technology Center - Silicon Valley)
Yoshinori Suzue (Nissan Advanced Technology Center - Silicon Valley)
Mark Bailey (Nissan Advanced Technology Center - Silicon Valley)
Ayan Mukhopadhyay (William and Mary)
Abhishek Dubey (Vanderbilt University)

MARLIN: Multi-Agent Reinforcement Learning with Murmuration Intelligence and LLM Guidance for Reservoir Management (Page 2690)
Heming Fu (Department of Electrical and Computer Engineering, Stony Brook University)
Shan Lin (Department of Electrical and Computer Engineering, Stony Brook University)
Guojun Xiong (John Hopcroft Center School of Computer Science, Shanghai Jiao Tong University)

A Hierarchical Approach with Crisis Mitigation for Multi-Robot Spatio-Temporal Restoration (Page 2699)
Amel Nestor Docena (Dartmouth College)
Alberto Quattrini Li (Dartmouth College)

Kidney Exchange: Faster Parameterized Algorithms and Tighter Lower Bounds (Page 2708)
Palash Dey (Indian Institute of Technology)
Aritra Banik (National Institute of Science Education and Research)
Abhishek Sahu (National Institute of Science Education and Research)
Sujoy Bhore (Indian Institute of Technology)

Interactive Bayesian Deception under Strategic Timing (Page 2717)
Amitalok J. Budkuley (IIT Kharagpur)
Arya Choudhuri (IIT Kharagpur)

Reconstructing Network Outbreaks under Group Surveillance (Page 2726)
Ritwick Mishra (Department of Computer Science & Biocomplexity Institute, University of Virginia)
Abhijin Adiga (Biocomplexity Institute, University of Virginia)
Anil Vullikanti (Department of Computer Science & Biocomplexity Institute, University of Virginia)

Surrogate-Augmented Deception in Reinforcement Learning (SAD-RL) (Page 2735)
Joe Shymanski (The University of Tulsa)
Scott Nivison (Air Force Research Laboratory)
Sandip Sen (The University of Tulsa)

Enhancing Goal Inference via Correction Timing (Page 2744)
Anjiabei Wang (Yale University)
Shuangge Wang (Yale University)
Tesca Fitzgerald (Yale University)

Heterogeneity in Multi-Agent Reinforcement Learning (Page 2754)
Tianyi Hu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA & School of Artificial Intelligence, UCAS)
Zhiqiang Pu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA & School of Artificial Intelligence, UCAS)
Yuan Wang (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA & School of Artificial Intelligence, UCAS)
Tenghai Qiu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA)
Min Chen (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA)
Xin Yu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA)

A Unified Framework for Analyzing Meta-algorithms in Online Convex Optimization (Page 2763)
Mohammad Pedramfar (Mila - Quebec AI Institute & McGill University)
Vaneet Aggarwal (Purdue University)

QDepth-VLA: Quantized Depth Prediction as Auxiliary Supervision for Vision-Language-Action Models (Page 2771)
Yixuan Li (School of Artificial Intelligence, University of Chinese Academy of Sciences)
Yuhui Chen (Institute of Automation, Chinese Academy of Sciences & School of Artificial Intelligence, University of Chinese Academy of Sciences)
Mingcai Zhou (Institute of Automation, Chinese Academy of Sciences & Beijing Zhongke Huiling Robot Technology Co.)
Haoran Li (Institute of Automation, Chinese Academy of Sciences & School of Artificial Intelligence, University of Chinese Academy of Sciences)

Node-Level Federated Learning with Adaptive Personalized Aggregation for Spatio-Temporal Traffic Prediction (Page 2781)
Xiaoying Tu (East China Normal University)
Ying Lin (East China Normal University)
Xingjian Lu (East China Normal University)
Yibing Wang (East China Normal University)
Bo Hu (East China Normal University)

DEpiABS: Differentiable Epidemic Agent-Based Simulator (Page 2790)
Zhijian Gao (Nanyang Technological University)
Shuxin Li (Nanyang Technological University)
Bo An (Nanyang Technological University)

PyVRP⁺: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems (Page 2800)
Manuj Malik (Singapore Management University)
Jianan Zhou (Nanyang Technological University)
Shashank Reddy Chirra (University of Oxford)
Zhiguang Cao (Singapore Management University)

DRAGON: LLM-Driven Decomposition and Reconstruction Agents for Large-Scale Combinatorial Optimization (Page 2809)
Shengkai Chen (Institute for Infocomm Research, A*STAR)
Zhiguang Cao (Singapore Management University)
Jianan Zhou (Nanyang Technological University)
Yaoxin Wu (Eindhoven University of Technology)
Senthilnath Jayavelu (Institute for Infocomm Research, A*STAR & National University of Singapore)
Zhuoyi Lin (Institute for Infocomm Research, A*STAR)
Xiaoli Li (Singapore University of Technology and Design)
Shili Xiang (Institute for Infocomm Research, A*STAR)

Mechanism Design for Efficient Task Allocation (Page 2818)
Zifan Gong (City University of Hong Kong)
Minming Li (City University of Hong Kong)
Houyu Zhou (UNSW Sydney)

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning (Page 2827)
Jinrui Liu (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Bingyan Nie (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Boyu Li (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Yaran Chen (Institute of Automation, CASIA & School of Artificial Intelligence, UCAS)
Yuze Wang (Huawei Cloud Technology Co., Ltd)
Shunsen He (Huawei Cloud Technology Co., Ltd)
Haoran Li (Institute of Automation, CASIA, School of Artificial Intelligence, UCAS, & Beijing Academy of Artificial Intelligence)

MEASE: Multi-agent Episodic Action Sequence Explanation (Page 2838)
Khaing Phyo Wai (Singapore Management University)
Minghong Geng (Singapore Management University)
Shubham Pateria (Singapore Management University)
Budhitama Subagdja (Singapore Management University)
Ah-Hwee Tan (Singapore Management University)

Individual Rationality in Constrained Hedonic Games: Additively Separable and Fractional Preferences (Page 2848)
Foivos Fioravantes (Czech Technical University in Prague)
Harmender Gahlawat (Ben-Gurion University of the Negev)
Nikolaos Melissinos (Computer Science Institute, Faculty of Mathematics and Physics, Charles University)
Šimon Schierreich (AGH University of Krakow & Czech Technical University in Prague)

MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models (Page 2858)
Kiran Ravish (IIIT Hyderabad)
Ankita Kushwaha (IIIT Hyderabad)
Preeti (IIIT Hyderabad)
Pawan Kumar (IIIT Hyderabad)

Beyond Outcome-Based Imperfect-Recall: Higher-Resolution Abstractions for Imperfect-Information Games (Page 2867)
Yanchang Fu (School of Artificial Intelligence University of Chinese Academy of Sciences)
Qiyue Yin (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems & Institution of Automation, Chinese Academy of Sciences)
Shengda Liu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems & Institution of Automation, Chinese Academy of Sciences)
Pei Xu (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems & Institution of Automation, Chinese Academy of Sciences)
Kaiqi Huang (National Key Laboratory of Cognition and Decision Intelligence for Complex Systems & Institution of Automation, Chinese Academy of Sciences)

Balancing for Agent Decision Making through Argumentation (Page 2876)
Liuwen Yu (Luxembour Institute of Science and Technology)
Chenyang Cai (Zhejiang University)
Réka Markovich (University of Luxemburg)
Leendert van der Torre (University of Luxemburg)

Multiagent System for Dynamic Multicriteria Traffic Routing in Urban Environments (Page 2886)
Temirlan Kurbanov (Department of Computer Science, FEE CTU)
Adéla Kubíková (Department of Computer Science, FEE CTU)
Jirí Vorínek (Department of Computer Science, FEE CTU)
Franziska Klügl (School of Science and Technology, Örebro University)

Generalized Per-Agent Advantage Estimation for Multi-Agent Policy Optimization (Page 2895)
Seongmin Kim (KAIST)
Giseung Park (University of Toronto)
Woojun Kim (Carnegie Mellon University)
Jiwon Jeon (KAIST)
Seungyul Han (UNIST Ulsan, Korea)
Youngchul Sung (KAIST)

Multigranular Alignment via Linguistic Decomposition and Reward Optimization for Text to Image Diffusion (Page 2904)
Hengrui Liu (The University of Auckland)
Luming Jin (The University of Auckland)
Meng-Fen Chiang (National Yang Ming Chiao Tung University)

Functional Multi-armed Bandit and the Best Function Identification Problems (Page 2913)
Yuriy Dorn (AI Center & IAI MSU, Lomonosov Moscow State University)
Aleksandr Katrutsa (AI Center, Lomonosov Moscow State University)
Ilgam Latypov (AI Center & IAI MSU, Lomonosov Moscow State University)
Anastasia Soboleva (AI Center & IAI MSU, Lomonosov Moscow State University)

Maximizing the Egalitarian Welfare in Friends and Enemies Games (Page 2922)
Edith Elkind (Northwestern University)
Michele Flammini (Gran Sasso Science Institute)
Giovanna Varricchio (University of Calabria)

Learning Robust Markov Models for Safe Runtime Monitoring (Page 2931)
Antonina Skurka (Chalmers University of Technology and University of Gothenburg)
Luko van der Maas (Radboud University)
Sebastian Junges (Radboud University)
Hazem Torfah (Chalmers University of Technology and University of Gothenburg)

Guiding Neuro-Symbolic Scenario Generation with Spatio-Temporal Logic (Page 2941)
Lorenzo Bonin (University of Trieste)
Francesco Giacomarra (University of Trieste)
Luca Bortolussi (University of Trieste)
Jyotirmoy V. Deshmukh (University of Southern California)
Francesca Cairoli (University of Trieste)

Multi-Agent Cooperative Transportation: Optimal and Efficient Task Allocation and Path Finding (Page 2950)
Ning Zhou (University of Bristol)
Nikolai W.F. Bode (University of Bristol)
Edmund R. Hunt (University of Bristol)

Altruism and Fair Objective in Mixed-Motive Markov Games (Page 2959)
Franck Yao-hua Xu (Orange Labs Lannion)
Tayeb Lemlouma (IRISA)
Arnaud Braud (Orange Labs Lannion)
Jean-Marie Bonnin (IRISA)

AutoMETA: A Multi-Agent LLM System for Autonomous Meta-Analysis (Page 2968)
Keeheon Lee (Yonsei University)
Kunhee Ryu (Yonsei University)

Follow the STARs: Dynamic ω-Regular Shielding of Learned Probabilistic Policies (Page 2978)
Ashwani Anand (MPI-SWS)
Satya Prakash Nayak (MPI-SWS)
Ritam Raha (MPI-SWS)
Anne-Kathrin Schmuck (MPI-SWS)

Beyond Self-Interest: Modeling Social-Oriented Motivation for Human-like Multi-Agent Interactions (Page 2987)
Jingzhe Lin (School of Artificial Intelligence, Beijing Normal University & Beijing Key Laboratory of Artificial Intelligence for Education & Engineering Research Center of Intelligent Technology and Educational Application, MOE)
Ceyao Zhang (School of Intelligence Science and Technology, Institute for Artificial Intelligence, Peking University)
Yaodong Yang (Institute for Artificial Intelligence, Peking University)
Yizhou Wang (School of Computer Science, Institute for Artificial Intelligence, State Key Laboratory of General Artificial Intelligence, Peking University)
Song-Chun Zhu (School of Intelligence Science and Technology, Institute for Artificial Intelligence, Peking University & Beijing Institute for General Artificial Intelligence)
Fangwei Zhong (School of Artificial Intelligence, Beijing Normal University & Beijing Key Laboratory of Artificial Intelligence for Education & Engineering Research Center of Intelligent Technology and Educational Application, MOE)

Learning to Price: Interpretable Attribute-Level Models for Dynamic Markets (Page 2996)
Srividhya Sethuraman (IIT Madras & TCS Research)
Chandrashekar Lakshminarayanan (IIT Madras)

Dynamically Increasing Agents Set-Size in Bayesian Multi-agent Multi-armed Bandits Framework (Page 3005)
Mohammad Essa Alsomali (Lancaster University)
Leandro Soriano Marcolino (VinUniversity)
Barry Porter (Lancaster University)
Roberto Rodrigues-Filho (Federal University of Santa Catarina)

Risk-aware Flow Tuning for Collective Emotion in Social Media via Multi-agent RL (Page 3014)
Ruyi Wang (University of Edinburgh)
Robin L. Hill (University of Edinburgh)
J. Michael Herrmann (University of Edinburgh)

Online Sensor Grouping via Multi-Agent Learning Automata: An Ising Model Perspective (Page 3023)
Anis Yazidi (Informatics Department, University of Oslo)
Marco Pinto-Orellana (Integrated Sciences Academy, Rochester Institute of Technology)
Youcef Djenouri (University South-Easter Norway & NORCE Norwegian Research Center)

The Agency Circuit: A Neuro-Symbolic Solution for Mitigating Policy Collapse in Reinforcement Learning (Page 3032)
Mahnoor Shahid (Universität Duisburg-Essen)

Issues with Measuring Task Complexity via Random Policies in Robotic Tasks (Page 3041)
Reabetswe M. Nkhumise (University of Sheffield)
Mohamed S. Talamali (University of Sheffield)
Aditya Gilra (Wirtschaftsuniversität)

Perception-Based Beliefs for POMDPs with Visual Observations (Page 3051)
Miriam Schäfers (Ruhr-Universität Bochum)
Merlijn Krale (Radboud University)
Thiago D. Simão (Eindhoven University of Technology)
Nils Jansen (Ruhr-Universität Bochum & Radboud University)
Maximilian Weininger (Ruhr-Universtät Bochum)

Constrained Assumption-Based Argumentation Frameworks (Page 3060)
Emanuele De Angelis (CNR-IASI)
Fabio Fioravanti (University of Chieti - Pescara)
Maria Chiara Meo (University of Chieti - Pescara)
Alberto Pettorossi (University of 'Tor Vergata')
Maurizio Proietti (CNR-IASI)
Francesca Toni (Imperial)

GLEAR: A Graph Logic-Enhanced RAG Framework for Legal QA (Page 3069)
Jingyun Sun (Northeast Forestry University)
Jiaming Tian (Northeast Forestry University)
Jie Shi (Northeast Forestry University)
Yixin Zhang (iFLYTEK Co., Ltd.)
Wenxi Sheng (Northeast Forestry University)
Yang Li (Northeast Forestry University)

TAAM:Inductive Graph-Class Incremental Learning with Task-Aware Adaptive Modulation (Page 3078)
Jingtao Liu (University of Science and Technology of China)
Xinming Zhang (University of Science and Technology of China)

HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication (Page 3087)
Heng Zhang (South China Normal University)
Yuling Shi (Shanghai Jiao Tong University)
Xiaodong Gu (Shanghai Jiao Tong University)
Zijian Zhang (University of Pennsylvania)
Haochen You (Columbia University)
Lubin Gan (University of Science and Technology of China)
Yilei Yuan (University of Michigan)
Jin Huang (South China Normal University)

Teaching LLMs Naturally: Pedagogical Strategies for Interactive Knowledge Acquisition (Page 3097)
Sabrina Patania (Psychology, University of Milan - Bicocca)
Luca Annese (University of Milan - Bicocca)
Cansu Koyuturk (University of Milan - Bicocca)
Dimitri Ognibene (University of Milan - Bicocca & ISTC-CNR)

D^3MAS: Decompose, Deduce, and Distribute for Enhanced Knowledge Sharing in Multi-Agent Systems (Page 3106)
Heng Zhang (South China Normal University)
Yuling Shi (Shanghai Jiao Tong University)
Xiaodong Gu (Shanghai Jiao Tong University)
Haochen You (Columbia University)
Zijian Zhang (University of Pennsylvania)
Lubin Gan (University of Science and Technology of China)
Yilei Yuan (University of Michigan - Ann Arbor)
Jin Huang (South China Normal University)

Extended Abstracts

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation (Page 3116)
Dongge Han (Microsoft)
Camille Couturier (Microsoft)
Daniel Madrigal Diaz (Microsoft)
Xuchao Zhang (Microsoft)
Victor Rühle (Microsoft)
Saravan Rajmohan (Microsoft)

AI Alignment Via Power Mean Elicitation (Page 3119)
Chloé Becquey (University of Massachusetts Amherst)
Cyrus Cousins (University of Massachusetts Amherst)
Yuhui Wei (University of Massachusetts Amherst)
Chang Zeng (University of Massachusetts Amherst)
Yair Zick (University of Massachusetts Amherst)

Heuristic Transformer: Belief Augmented In-Context Reinforcement Learning (Page 3122)
Oliver Dippel (University of Liverpool)
Bei Peng (University of Sheffield)
Alexei Lisitsa (University of Liverpool)

Algorithmic Contract Design with Reinforcement Learning Agents (Page 3125)
David Molina Concha (University of Toronto)
Kyeonghyeon Park (Korea Advanced Institute of Science and Technology)
Hyun-Rok Lee (Inha University)
Taesik Lee (Korea Advanced Institute of Science & Technology)
Chi-Guhn Lee (University of Toronto)

Towards Strengthening Decentralised Exchange (Page 3128)
Rixt Hellinga (TU Delft)
Georgios Iosifidis (TU Delft)
Neil Yorke-Smith (TU Delft)

Resolving Task Objective Conflicts in Unified Model via Task-Aware Mixture-of-Experts (Page 3131)
Jiaxing Zhang (Sichuan University)
Hao Tang (Peking University)

Computing Pure-Strategy Nash Equilibria in a Two-Party Policy Competition: Existence and Algorithmic Approaches (Page 3134)
Chuang-Chieh Lin (Department of Computer Science and Engineering, National Taiwan Ocean University)
Chi-Jen Lu (Institute of Information Science, Academia Sinica)
Po-An Chen (Institute of Information Management, National Yang Ming Chiao Tung University)
Chih-Chieh Hung (Department of Management Information Systems, National Chung Hsing University)

On Multiagent Online Problems with Predictions (Page 3137)
Gabriel Istrate (University of Bucharest)
Cosmin Bonchis (West University of Timisoara)
Victor Bogdan (West University of Timisoara)

BEDA: Belief Estimation as Probabilistic Constraints for Performing Strategic Dialogue Acts (Page 3140)
Hengli Li (Institute for Artificial Intelligence, Peking University & State Key Laboratory of General Artificial Intelligence, BIGAI.)
Zhaoxin Yu (Institute of Automation, Chinese Academy of Science)
Qi Shen (School of Artificial Intelligence, Beijing University of Posts and Telecommunications)
Chenxi Li (Tsinghua University)
Mengmeng Wang (State Key Laboratory of General Artificial Intelligence, BIGAI)
Tinglang Wu (Peking University)
Yipeng Kang (State Key Laboratory of General Artificial Intelligence, BIGAI)
Yuxuan Wang (State Key Laboratory of General Artificial Intelligence, BIGAI)
Song-Chun Zhu (State Key Laboratory of General Artificial Intelligence, BIGAI)
Zixia Jia (State Key Laboratory of General Artificial Intelligence, BIGAI)
Zilong Zheng (State Key Laboratory of General Artificial Intelligence, BIGAI)

Decentralized Asynchronous Multi-player Bandits (Page 3143)
Jingqi Fan (Northeastern University)
Canzhe Zhao (Shanghai Jiao Tong University)
Shuai Li (Shanghai Jiao Tong University)
Siwei Wang (Microsoft Research Asia)

Real Preferences under Arbitrary Norms (Page 3146)
Joshua Zeitlin (University of Cambridge)
Corinna Coupette (Aalto University)

Bounding Acceptability Degrees and Eliciting Initial Weights in Gradual Argumentation (Page 3149)
Nir Oren (University of Aberdeen)
Bruno Yun (Universite Claude Bernard Lyon 1, CNRS, Ecole Centrale de Lyon, INSA Lyon, Université Lumière Lyon 2, LIRIS, UMR5205)

On Quantitative Analysis of Responsibility in Multiagent Systems (Page 3152)
Chunyan Mu (University of Aberdeen)
Nir Oren (University of Aberdeen)

Incremental Multiple Oracle (Page 3155)
Carlos Martin (Carnegie Mellon University)
Tuomas Sandholm (Carnegie Mellon University, Strategy Robot, Inc., Optimized Markets, Inc., & Strategic Machine, Inc.)

Large-Scale Continual Scheduling and Execution for Dynamic Distributed Satellite Constellation Observation Allocation (Page 3158)
Itai Zilberstein (Carnegie Mellon University & Jet Propulsion Laboratory, California Institute of Technology)
Steve Chien (Jet Propulsion Laboratory, California Institute of Technology)

On the Semantics of Primary Cause in Hybrid Dynamic Domains (Page 3161)
Shakil M. Khan (University of Regina)
Asim Mehmood (University of Regina)
Sandra Zilles (University of Regina)

IntentGuard: Securing MCP-Enabled LLM Agents via Post-Decision Semantic Plan Verification (Page 3164)
Haoran Cheng (University of Science and Technology of China)
Yunhao Yao (University of Science and Technology of China)
Jinke Song (The Hong Kong University of Science and Technology)
Zhiqiang Wang (University of Science and Technology of China)
Lan Zhang (University of Science and Technology of China)

RBC: Retroactive Belief State Compensation for Multi-Agent Collaboration Under Information Delay (Page 3167)
Dongkun Huo (School of Computer Science and Technology, Huazhong University of Science and Technology)
Hongbo Liu (School of Computer Science and Technology, Huazhong University of Science and Technology)
Shu Yin (School of Computer Science and Technology, Huazhong University of Science and Technology)
Yixue Hao (School of Computer Science and Technology, Huazhong University of Science and Technology)
Long Hu (School of Computer Science and Technology, Huazhong University of Science and Technology)
Rui Wang (School of Computer Science and Technology, Huazhong University of Science and Technology)
Min Chen (School of Computer Science and Engineering, South China University of Technology)

Fair Allocation with Initial Utilities (Page 3170)
Niclas Boehmer (Hasso Plattner Institute, University of Potsdam)
Luca Kreisel (Hasso Plattner Institute, University of Potsdam)

Repeated Deceptive Path Planning against Learnable Observer (Page 3173)
Shiyue Cao (School of Artificial Intelligence, University of Chinese Academy of Sciences & Institute of Automation, Chinese Academy of Sciences)
Pei Xu (Institute of Automation, Chinese Academy of Sciences)
Likun Yang (University of Chinese Academy of Sciences)
Lei Cui (University of Chinese Academy of Sciences)
Shizhao Yu (University of Chinese Academy of Sciences)
Shiyu Zhang (Institute of Automation, Chinese Academy of Sciences)
Yongjian Ren (University of Chinese Academy of Sciences)
Xiaotang Chen (Institute of Automation, Chinese Academy of Sciences)
Kaiqi Huang (School of Artificial Intelligence, University of Chinese Academy of Sciences & Institute of Automation, Chinese Academy of Sciences)

The Monetization Agent: A Deployed POMDP for Maximizing Lifetime In-App Advertising Revenue (Page 3176)
Jiacheng Chang (The University of Hong Kong)
Xiao Lei (The University of Hong Kong)
Zhixi Wan (The University of Hong Kong)
Lei Huang (Tencent)
Qi He (Tencent)

Cognitive Heterogeneity and Behavioral Biases in Multi-Stage Supply Chains: Evidence from LLM-Based Agent Simulations (Page 3178)
Jiuyun Jiang (Harbin Institute of Technology)
Yuecheng Hong (Harbin Institute of Technology)
Bo Yang (Harbin Institute of Technology)
Jin Yang (Harbin Institute of Technology)
Guangxin Jiang (Harbin Institute of Technology)
Xiaomeng Guo (Hong Kong Polytechnic University)
Guang Xiao (Hong Kong Polytechnic University)

LLM-based Agents in Supply Chain Games: The Role of Incomplete Information and Model Heterogeneity (Page 3181)
Jiuyun Jiang (Harbin Institute of Technology)
Yuecheng Hong (Harbin Institute of Technology)
Jiangnan Shi (Harbin Institute of Technology)
Song Huang (Harbin Institute of Technology)
Jin Yang (Harbin Institute of Technology)
Guangxin Jiang (Harbin Institute of Technology)
Xiaomeng Guo (Hong Kong Polytechnic University)
Guang Xiao (Hong Kong Polytechnic University)

Mind-Inference for Multi-Turn Emotional Support: Distinguishing Personal and Factual with Adaptive Memory (Page 3184)
Peilin Li (Northwestern Polytechnical University)
Qiuyun Zhang (Northwestern Polytechnical University)
Yukun Lian (Tsinghua University)
Chengxuan Li (East China University of Science and Technology)
Bin Guo (Northwestern Polytechnical University)
Mengqi Chen (Northwestern Polytechnical University)
Han Wang (Northwestern Polytechnical University)
Yuyang Fang (Northwestern Polytechnical University)
Geyang Song (Northwestern Polytechnical University)
Yuan Gao (Northwestern Polytechnical University)

Bridging Expertise and Data: Multi-Label Disease Detection via Causal Learning and Decision Fusion (Page 3187)
Xin Zhang (Northwestern Polytechnical University)
Minhui Zhang (Northwestern Polytechnical University)
Jiaqi Liu (Northwestern Polytechnical University)
Zhiwen Yu (Harbin Engineering University & Northwestern Polytechnical University)
Bin Guo (Northwestern Polytechnical University)

Does Calibration Affect Human Actions? (Page 3190)
Meir Nizri (Department of Data Science and AI, Ariel University)
Amos Azaria (Department of Data Science and AI, Ariel University)
Chirag Gupta (Carnegie Mellon University)
Noam Hazon (Department of Data Science and AI, Ariel University)

An ML-BDI Reasoner to Support Crime Investigation in Digital Forensics (Page 3193)
Guilherme Dall'Agnol Deconto (PUCRS)
Leonardo dos Santos Teixeira (IFRS)
Roben Castagna Lunardi (IFRS and PUCRS)
Rafael C. Cardoso (University of Aberdeen)
Felipe Meneguzzi (University of Aberdeen & PUCRS)
Avelino Francisco Zorzo (PUCRS)

Differentially Private Non-convex Learning: From Generalized Linear Models to Multi-layer Neural Networks (Page 3196)
Hanpu Shen (University of California, Irvine)
Cheng-Long Wang (King Abdullah University of Science and Technology)
Zihang Xiang (University of California, Los Angeles)
Yiming Ying (University of Sydney)
Di Wang (King Abdullah University of Science and Technology)

On the Trade-Off Between Transparency and Security in Adversarial Machine Learning (Page 3199)
Lucas Fenaux (University of Waterloo)
Christopher Srinivasa (Borealis AI)
Florian Kerschbaum (University of Waterloo)

Let Leaders Play Games: Improving Timing in Leader-based Consensus (Page 3202)
Rasheed M (IIIT Hyderabad)
Parth Desai (IIIT Hyderabad)
Sujit Gujar (IIIT Hyderabad)

Better Goals, Better Policies: LLM-Driven Relabeling for Offline Goal-Conditioned Reinforcement Learning (Page 3205)
Xule Gao (Institute of Software Chinese Academy of Sciences & University of the Chinese Academy of Sciences)
Chuxiong Sun (National Key Laboratory of Space Integrated Information System, Institute of Software Chinese Academy of Sciences)
Rui Wang (National Key Laboratory of Space Integrated Information System, Institute of Software Chinese Academy of Sciences)
Changwen Zheng (National Key Laboratory of Space Integrated Information System, Institute of Software Chinese Academy of Sciences)

DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education (Page 3208)
Lingyue Fu (Shanghai Jiao Tong University)
Datong Chen (Fudan University)
Haowei Yuan (Stevens Institute of Technology)
Xinyi Dai (Tencent)
Qingyao Li (Shanghai Jiao Tong University)
Weinan Zhang (Shanghai Jiao Tong University)
Weiwen Liu (Shanghai Jiao Tong University)
Yong Yu (Shanghai Jiao Tong University)

Incentivizing Black-Box Model Sharing with Fair Rewards and Payoffs (Page 3211)
Wenyang Hu (National University of Singapore, SAP)
Xinyi Xu (National University of Singapore)
See-Kiong Ng (National University of Singapore)
Bryan Kian Hsiang Low (National University of Singapore)

Nanobot Algorithms for Treatment of Diffuse Cancer (Page 3214)
Noble Harasha (Massachusetts Institute of Technology)
Nancy Lynch (Massachusetts Institute of Technology)

Coalition Tactics: Bribery and Control in Parliamentary Elections (Page 3217)
Hodaya Barr (Bar-Ilan University)
Eden Hartman (Bar-Ilan University)
Yonatan Aumann (Bar-Ilan University)
Sarit Kraus (Bar-Ilan University)

Minimizing Envy and Maximizing Happiness in Graphical House Allocation (Page 3220)
Anubhav Dhar (Max Planck Institute for Informatics, Saarbrücken)
Ashlesha Hota (IIT Kharagpur)
Palash Dey (IIT Kharagpur)
Sudeshna Kolay (IIT Kharagpur)

Learning Rewards, Not Labels: Adversarial Inverse Reinforcement Learning for Machinery Fault Detection (Page 3223)
Dhiraj Neupane (Deakin University)
Richard Dazeley (Deakin University)
Mohamed Reda Bouadjenek (Deakin University)
Sunil Aryal (Deakin University)

RAC: Request-adaptive Configuration for Efficient Speculative Decoding (Page 3226)
Jinhao Sheng (School of Intelligent Medicine, China Medical University)
Xiao Huang (School of Artificial Intelligence, Shanghai Jiao Tong University)
Hongxin Wei (Department of Statistics and Data Science, Southern University of Science and Technology)
Feng Zhou (Center for Applied Statistics and School of Statistics, Renmin University of China)

xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing (Page 3229)
Haoyi Niu (Tsinghua University)
Qimao Chen (Tsinghua University)
Tenglong Liu (National University of Defense Technology)
Jianxiong Li (Tsinghua University)
Guyue Zhou (Tsinghua University)
Yi Zhang (Tsinghua University)
Jianming Hu (Tsinghua University)
Xianyuan Zhan (Tsinghua University)

Safe Multi-Agent Reinforcement Learning Through Neural Graph Control Barrier Functions (Page 3232)
Ziye Deng (Southwest University)
Qiang Li (Southwest University)
Mingyue Zhang (Southwest University)
Wu Chen (Southwest University)

Safe But Not Sorry: Reducing Over-Conservatism in Safety Critics via Uncertainty-Aware Modulation (Page 3235)
Daniel Bethell (University of York)
Simos Gerasimou (Cyprus University of Technology & University of York)
Radu Calinescu (University of York)
Calum Imrie (University of York)

A Causality-Inspired Spatial-Temporal Return Decomposition Approach for Multi-Agent Reinforcement Learning (Page 3238)
Yudi Zhang (Eindhoven University of Technology)
Yali Du (King's College London)
Biwei Huang (University of California San Diego)
Meng Fang (University of Liverpool)
Mykola Pechenizkiy (Eindhoven University of Technology)

A Ceteris Paribus Borda Solution to the Social Ranking Problem (Page 3241)
Rachel Ruellé (LAMSADE, CNRS, Université Paris-Dauphine, Université PSL)
Stefano Moretti (LAMSADE, CNRS, Université Paris-Dauphine, Université PSL)
Meltem Öztürk (LAMSADE, CNRS, Université Paris-Dauphine, Université PSL)

Enabling Option Learning in Sparse Rewards with Hindsight Experience Replay (Page 3244)
Gabriel Romio (Universidade Vale do Rio dos Sinos)
Mateus Begnini Melchiades (Universidade Vale do Rio dos Sinos)
Bruno Castro da Silva (University of Massachusetts)
Gabriel de Oliveira Ramos (Universidade Vale do Rio dos Sinos)

Plan-and-Execute: LLM-Guided Reinforcement Learning with Cross-Modal Fusion for Long-Sequence Decision Making (Page 3247)
Yadong Li (Nanjing University of Science and Technology & Zaozhuang University)
Tong Zhang (Nanjing University of Science and Technology)
Zhen Cui (School of Artificial Intelligence, Beijing Normal University)

CoMoU: A Trust-region Model-based Method for Efficient Offline-to-online Reinforcement Learning (Page 3250)
Dongxiang Chen (Shanghai Jiaotong University)
Ying Wen (Shanghai Jiao Tong University)
Rui Chen (Hohai University)
Kechen Li (Donghua University)

Fast and Robust Information Spreading in the Noisy PULL Model (Page 3253)
Niccolò D'archivio (INRIA, COATI, Université Côte d’Azur)
Amos Korman (Department of Computer Science, University of Haifa)
Emanuele Natale (INRIA, COATI, Université Côte d’Azur)
Robin Vacus (Sorbonne Université, CNRS, LIP6)

Reliable Data Science Analysis with Large Language Models via Multi-Agent Tools Orchestration (Page 3256)
Mingyin Zou (Strategic Assessments and Consultation Institute, Academy of Military Science)
Guangrong You (Strategic Assessments and Consultation Institute, Academy of Military Science)
Xiaomin Zhu (Strategic Assessments and Consultation Institute, Academy of Military Science)
Yanqing Ye (Strategic Assessments and Consultation Institute, Academy of Military Science)
Ji Wang (Laboratory for Big Data and Decision, National University of Defense Technology)

Evaluating XAI Support From A Hierarchical Reinforcement Learning Policy in Human-Agent Collaboration (Page 3259)
Mateus Levi Simões Fernandes (PUC-Rio)
Alberto Sardinha (PUC-Rio)

From Competition to Collaboration: Designing Sustainable Mechanisms Between LLMs and Online Forums (Page 3262)
Niv Fono (Technion – Israel Institute of Technology)
Yftah Ziser (University of Groningen & NVIDIA Research)
Omer Ben-Porat (Technion – Israel Institute of Technology)

Combinatorial Optimization of Antibody Libraries via Constrained Integer Programming (Page 3265)
Conor F. Hayes (Cognizant AI Lab)
Andre R Goncalves (Lawrence Livermore National Labs)
Steven Magana-Zook (Lawrence Livermore National Labs)
Jacob Pettit (Lawrence Livermore National Labs)
Ahmet Can Solak (Lawrence Livermore National Labs)
Daniel Faissol (Lawrence Livermore National Labs)
Mikel Landajuela (Lawrence Livermore National Labs)

Low Message-Cost Gossip for Welfare-Optimal Decentralized Decision Making (Page 3268)
Vedic Sharma (Dept. of Computer Science, University of Toronto)
Peter Marbach (Dept. of Computer Science, University of Toronto)

Efficient Teammate Adaptation with Language-assisted Progressive Intention Alignment (Page 3271)
Zhichao Wu (Nanjing University)
Ruiqi Xue (Nanjing University)
Yichen Li (Nanjing University)
Cong Guan (Nanjing University)
Jingwen Yang (Tencent)
Lei Yuan (Nanjing University)
Yang Yu (Nanjing University)

Selective Amnesia: Observation Unlearning in Reinforcement Learning (Page 3274)
Yue Yang (Monash University)
Jinhao Li (Monash University)
Hao Wang (Monash University)

Situational-Constrained Multi-Agent Coordination through Correlated Equilibria (Page 3277)
Libo Zhang (The University of Auckland)
Zhirui Zeng (The University of Auckland)
Yang Chen (Shanghai Artificial Intelligence Laboratory)
Jiamou Liu (The University of Auckland)

Last-iterate Convergence of Heterogeneous Learning in Time-Varying Zero-Sum Games (Page 3280)
Junyue Zhang (Academy of Mathematics and Systems Science, Chinese Academy of Sciences)
Xinxiang Guo (Academy of Mathematics and Systems Science, Chinese Academy of Sciences)
Yi Feng (Aarhus University)
Xiao Wang (MoE Key Laboratory of Interdisciplinary Research of Computation and Economics, Shanghai University of Finance and Economics)
Yifen Mu (State Key Laboratory of Mathematical Sciences (SKLMS), Academy of Mathematics and Systems Science, Chinese Academy of Sciences)

AI Agent Systems for Supply Chains: Structured Decision Prompts and Memory Retrieval (Page 3283)
Konosuke Yoshizato (National Institute of Advanced Industrial Science and Technology & Nagoya Institute of Technology)
Kazuma Shimizu (National Institute of Advanced Industrial Science and Technology & NEC Corporation)
Ryota Higa (National Institute of Advanced Industrial Science and Technology & NEC Corporation)
Takanobu Otsuka (National Institute of Advanced Industrial Science and Technology & Nagoya Institute of Technology)

Stackelberg Equilibria of Blotto Games (Page 3286)
Masoud Seddighin (Tehran Institute for Advanced Studies, Khatam University)
Saeed Seddighin (Toyota Technological Institute at Chicago)

Information Fidelity in Tool-Using LLM Agents: A Martingale Analysis of the Model Context Protocol (Page 3289)
Flint Xiaofeng Fan (Centre for Frontier AI Research, A*STAR & ETH Zurich)
Cheston Tan (Centre for Frontier AI Research, A*STAR & Institute of High Performance Computing, A*STAR)
Roger Wattenhofer (ETH Zurich)
Yew-Soon Ong (Centre for Frontier AI Research, A*STAR & College of Computing and Data Science, NTU)

Equity by Design in Task Allocation: Reverse Auctions with Group and Individual Fairness (Page 3292)
Yunxiao Zhao (University of Electronic Science and Technology of China)
Mengxiao Zhang (The University of Auckland)
Jiamou Liu (The University of Auckland)
Bakh Khoussainov (University of Electronic Science and Technology of China)

Deep Meta Coordination Graphs for Multi-Agent Reinforcement Learning (Page 3295)
Nikunj Gupta (University of Southern California)
James Zachary Hare (DEVCOM Army Research Laboratory)
Jesse Milzman (DEVCOM Army Research Laboratory)
Rajgopal Kannan (DEVCOM ARL Army Research Office)
Viktor Prasanna (University of Southern California)

Satisfaction Paths in Markov Games (Page 3298)
Yanqing Fu (Tongji University)
Chao Huang (Tongji University)
Chenrun Wang (Tongji University)
Zhuping Wang (Tongji University)

Blending Ontologies and Language Models to Generate Sound and Natural Robot Explanations (Page 3301)
Alberto Olivares-Alarcos (Institut de Robòtica i Informàtica Industrial, CSIC-UPC)
Muhammad Shodiq (Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University)
Satrio Sanjaya (Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University)
Hsien-I Lin (Institute of Electrical and Control Engineering, National Yang Ming Chiao Tung University)
Guillem Alenyà (Institut de Robòtica i Informàtica Industrial, CSIC-UPC)

Behavior Tree Generation with LLM-MCTS-BT as a Pre-Planner Bridging Priors and Uncertainty (Page 3304)
Haoming Wang (Intelligent Game and Decision Lab (IGDL))
Xueying Wang (Intelligent Game and Decision Lab (IGDL))
Xiaoge Deng (Intelligent Game and Decision Lab (IGDL))
Bin Li (Intelligent Game and Decision Lab (IGDL))
Jingtao Qi (Intelligent Game and Decision Lab (IGDL))
Jinjing Sun (Intelligent Game and Decision Lab (IGDL))
Fu Li (Intelligent Game and Decision Lab (IGDL))

Engineering Norm-aware BDI Agents (Page 3307)
Michael Winikoff (Victoria University of Wellington)
Frank Dignum (Umeå University)
Sebastian Rodriguez (RMIT University)
John Thangarajah (RMIT University)

Timing Optimization in Dynamic Discrete Action Space Lifelong Reinforcement Learning (Page 3310)
Pangjing Wu (College of Computer Science and Software Engineering, Hohai University & Department of Computing, The Hong Kong Polytechnic University)
Xiaodong Li (College of Computer Science and Software Engineering, Hohai University)

RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive Learning (Page 3313)
Yitao Xiao (Beijing University of Post and Telecommunications)
Shaoyong Guo (Beijing University of Posts and Telecommunications)
Guoming Yang (Beijing University of Post and Telecommunications)
Qingnan Wang (Beijing University of Post and Telecommunications)
Yinlin Ren (Beijing University of Post and Telecommunications)
Xuesong Qiu (Beijing University of Posts and Telecommunications)
Feng Qi (Beijing University of Posts and Telecommunications)

Multimodal Emotion Recognition in Conversation via Large Language Models and Global-Local Cross-Domain Graphs (Page 3317)
Haobo Ma (School of Computer Science, Hubei University)
Chen Huang (School of Computer Science, Hubei University)
Yan Zhang (School of Computer Science, Hubei University)
Chao Yang (School of Computer Science, Hubei University)
Jianhua Song (School of Cyber Science and Technology, Hubei University)

Low Complexity Online Contextual Learning with Continuous Actions (Page 3320)
Mohsen Najjar (Tel Aviv University)
Tavor Baharav (Broad Institute)
Ilai Bistritz (Tel Aviv University)

GreenLine: A Delay-tolerant Mechanism Design for Grid Capacity Allocation (Page 3323)
Athina Georgara (University of Southampton)
Jayati Deshmukh (University of Southampton)
Sarvapali D. Ramchurn (University of Southampton)

Constant-Memory Strategies in Stochastic Games: Best Responses and Equilibria (Page 3326)
Fengming Zhu (Hong Kong University of Science and Technology)
Fangzhen Lin (Hong Kong University of Science and Technology)

InteractFormer: Inter-Agent Spatiotemporal Attention for Multi-Agent Action Anticipation (Page 3329)
Yiqi Jin (Carnegie Mellon University)
Simon Stepputtis (Virginia Polytechnic Institute and State University)
Carl Busart (DEVCOM Army Research Laboratory)
Katia Sycara (Carnegie Mellon University)
Yaqi Xie (Carnegie Mellon University)

Role-Based Orchestration of sLLM Agents for Korean Instruction-Following: A Comparison with SOTA (Page 3332)
Gukhwan Bae (Daegu National University of Education)
Youngho Lee (Daegu National University of Education)

LLM-SMAC: Solving Multi-Agent Decision-Making Tasks via LLM Decision Tree Code Generation (Page 3335)
Yue Deng (Zhongguancun Academy)
Weiyu Ma (Chinese Academy of Sciences)
Yuxin Fan (Xi'an Jiaotong University)
Ruyi Song (Zhejiang University)
Yin Zhang (Zhejiang University)
Haifeng Zhang (Chinese Academy of Sciences)
Jian Zhao (Zhongguancun Academy)

Dynamic Incentivized Cooperation under Changing Rewards (Page 3338)
Philipp Altmann (LMU Munich)
Thomy Phan (University of Bayreuth)
Maximilian Zorn (LMU Munich)
Claudia Linnhoff-Popien (LMU Munich)
Sven Koenig (University of California & Örebro University)

Climate Surrogates for Scalable Multi-Agent Reinforcement Learning: A Case Study with CICERO-SCM (Page 3341)
Oskar Bohn Lassen (Technical University of Denmark)
Serio Angelo Maria Agriesti (Technical University of Denmark)
Filipe Rodrigues (Technical University of Denmark)
Francisco Camara Pereira (Technical University of Denmark)

Memory Retention Is Not Enough to Master Memory Tasks in Reinforcement Learning (Page 3344)
Oleg Shchendrigin (MIRIAI & Innopolis University)
Egor Cherepanov (AXXX & MIRIAI)
Alexey K. Kovalev (AXXX & MIRIAI)
Aleksandr I. Panov (AXXX & MIRIAI)

Approximating Electoral Control Problems (Page 3347)
Huy Vu Bui (Denison University)
Michael C. Chavrimootoo (Denison University)
Kien T. Le (Denison University)
Son M. Nguyen (Denison University)

Multi-Attribute Committee Selection: Diversity, Correlation, and Approximation Guarantees (Page 3350)
Doron Heller (Technion - Israel Institute of Technology)
Reshef Meir (Technion - Israel Institute of Technology)

Privacy Preserving Multi Agent Path Finding (Page 3353)
Rotem Lev Lehman (Computer and Information Systems, Ben Gurion University of the Negev)
Roni Stern (Computer and Information Systems, Ben Gurion University of the Negev)
Guy Shani (MSAI, Microsoft & Ben Gurion University of the Negev)

Symbolic Guidance for LLM Agents in Distributed Multiagent Coordination (Page 3356)
Ben Rachmut (Washington University, Saint Louis)
Ning Zhang (Washington University, Saint Louis)
Yevgeniy Vorobeychik (Washington University, St. Louis)
William Yeoh (Washington University, Saint Louis)

Proportionality from Low-Dimensional Approval Data (Page 3359)
Zhiyi Huang (University of Texas at Austin)
Gregory Kehne (Washington University in St. Louis)
Chutong Yang (University of Texas at Austin)

Revisiting the Evolution of Cooperation in Complex Societies (Page 3362)
Jonathan Skaggs (Brigham Young University)
Jacob W. Crandall (Brigham Young University)

TEME: A Multi-Agent Evaluation Framework for Spanish Medical Speech Recognition (Page 3365)
Leire Villarroya-Martinez (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València)
Stella Heras (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València)
Javier Palanca (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València)
Vicent Botti (Valencian Research Institute for Artificial Intelligence (VRAIN), Universitat Politècnica de València & Valencian Graduate School and Research Network of Artificial Intelligence (VALGRAI))
Edwin Tadeo-Gomez (Hospital Juaneda)
Enrique Alcazar Garzas (Omniloy)

Neural Mean-Field Games: Extending Mean-Field Game Theory with Neural Stochastic Differential Equations (Page 3368)
Anna C.M. Thöni (Department of Artificial Intelligence, Radboud University)
Yoram Bachrach (Meta FAIR)
Tal Kachman (Department of Artificial Intelligence, Radboud University)

Robust Multiagent Collaboration Through Weighted Max-Min T-Joins (Page 3371)
Sharareh Alipour (New Uzbekistan University)

Proportionality Variations in Repeated Fair Division of Indivisible Goods (Page 3374)
Karl Jochen Micheel (MICS, CentraleSupélec, Université Paris-Saclay)
Anaëlle Wilczynski (MICS, CentraleSupélec, Université Paris-Saclay)

Collaborate, Deliberate, Evaluate: How LLM Alignment Affects Coordinated Multi-Agent Outcomes (Page 3377)
Abhijnan Nath (Colorado State University)
Carine Graff (Colorado State University)
Nikhil Krishnaswamy (Colorado State University)

Reward-Free Action Poisoning in Offline RL via Conditional Shapley Value Estimation (Page 3380)
Shenghong He (Sun Yat-sen University)
Chao Yu (Sun Yat-sen University & Pengcheng Laboratory)
Kaiqiang Ke (Sun Yat-sen University)
Yinqi Wei (Nanyang Technological University)

Efficient Device-Cloud Collaborative Offline-to-Online Reinforcement Learning (Page 3383)
Honglan Huang (Rocket Force University of Engineering)
Wei Shi (Rocket Force University of Engineering)
Chaoyue Niu (Shanghai Jiao Tong University)

Time-Varyingness in Auction Breaks Revenue Equivalence (Page 3386)
Yuma Fujimoto (CyberAgent)
Kaito Ariu (CyberAgent)
Kenshi Abe (CyberAgent)

Bridging the Gap Between Estimated and True Regret in Deep Learning-Based Auction Mechanisms (Page 3389)
Shuyuan You (Griffith University)
Zhiqiang Zhuang (Qiannan Normal University for Nationalities)
Haiying Wu (Tianjin University)
Kewen Wang (Griffith University)
Zhe Wang (Griffith University)

Multiagent Matroid Upgrading: Greedy is Fair and Efficient (Page 3392)
Qingwen Ma (School of Software Engineering, East China Normal University)
Chao Peng (School of Software Engineering, East China Normal University)
Changfeng Xu (School of Software Engineering, East China Normal University)
Chenyang Xu (School of Software Engineering, East China Normal University)
Ruilong Zhang (Department of Computer Science, City University of Hong Kong (Dongguan))

DEMamba: Decoupled Enhanced State Space Models with Selective Mechanisms for Multivariate Time Series Forecasting (Page 3395)
Junluo Zheng (College of Computer Science and Software Engineering, Shenzhen University)
Yang Liu (College of Computer Science and Software Engineering, Shenzhen University)
Jianyong Chen (College of Computer Science and Software Engineering, Shenzhen University)

Accelerating Action-Robust Deep Deterministic Policy Gradient via Parallel Optimization (Page 3397)
SeongIn Kim (University of Tsukuba)
Takeshi Shibuya (University of Tsukuba)

Selfish Routing Games with Priority Lanes (Page 3400)
Yang Li (Northwestern Polytechnical University)
Alexander Skopalik (University of Twente)
Marc Uetz (University of Twente)

Suggestion-Based Assistance of Suboptimal Users in Sequential Decision-Making Tasks (Page 3402)
Niklas Dieckow (Research Group on Human-Centric Machine Learning, Hamburg University of Technology)
Pierre-Alexandre Murena (Research Group on Human-Centric Machine Learning, Hamburg University of Technology)

Strategic Interactions in Multi-Level Stackelberg Games with Non-Follower Agents and Heterogeneous Leaders (Page 3405)
Niloofar Aminikalibar (Aston University)
Farzaneh Farhadi (Aston University)
Maria Chli (Aston University)

SCMRAG 2.0: Efficient and Scalable Multi-hop Graph RAG with Multimodal Knowledge-Graphs and Agentic Self-Correction (Page 3408)
Rishabh Agrawal (University of Western Ontario)
Uday Devulapalli (University of Western Ontario)
Apurva Narayan (University of Western Ontario)

ProSh: Probabilistic Shielding for Model-free Reinforcement Learning (Page 3411)
Edwin Hamel-de le Court (Imperial College)
Gaspard Ohlmann (Independent Researcher)
Francesco Belardinelli (Imperial College)

Fair Committee Selection under Ordinal Preferences and Limited Cardinal Information (Page 3414)
Ameet Gadekar (CISPA Helmholtz Center for Information Security)
Aristides Gionis (KTH Royal Institute of Technology)
Suhas Thejaswi (Aalto University)
Sijing Tu (Stanford University)

Autonomous Vehicles need Social Awareness to Find Optima in Multi-agent Reinforcement Learning Routing Games (Page 3417)
Anastasia Psarou (Jagiellonian University, Faculty of Mathematics and Informatics)
Łukasz Gorczyca (Jagiellonian University, Faculty of Mathematics and Informatics)
Dominik Gawel (University of Warsaw, Faculty of Mathematics, Informatics, and Mechanics)
Rafal Kucharski (Jagiellonian University, Faculty of Mathematics and Informatics)

Mechanism-Informed Learning for Fair Division (Page 3420)
Ryota Maruo (Kyoto University)
Tomohiko Yokoyama (The University of Tokyo)
Ayumi Igarashi (The University of Tokyo & RIKEN AIP)
Koh Takeuchi (Kyoto University & RIKEN AIP)

PADME: Procedure Aware DynaMic Execution (Page 3423)
Deepeka Garg (J.P. Morgan AI Research)
Sihan Zeng (J.P. Morgan AI Research)
Annapoorani L. Narayanan (J.P. Morgan AI Research)
Sumitra Ganesh (J.P. Morgan AI Research)
Leo Ardon (J.P. Morgan AI Research)

Temporal Multi-Broadcast Optimization (Page 3426)
Daniele Carnevale (University of Geneva)
Gianlorenzo D'Angelo (Gran Sasso Science Institute)

DFORD: Directional Feedback based Online Ordinal Regression Learning (Page 3429)
Naresh Manwani (IIIT Hyderabad)
M. Elamparithy (IIIT Hyderabad)
Tanish Taneja (IIIT Hyderabad)

Game-Theoretic and Algorithmic Analyses of Multi-Agent Routing under Crossing Costs (Page 3432)
Tesshu Hanaka (Kyushu University)
Nikolaos Melissinos (Computer Science Institute, Faculty of Mathematics and Physics, Charles University)
Hirotaka Ono (Nagoya University)

Enhanced Deep Q-Learning with Gaussian Mixtures (Page 3435)
Chainesh Gautam (IIIT Bangalore)
Chandramouli Kamanchi (IBM Research)
Raghuram Bharadwaj Diddigi (IIIT Bangalore)

CQGen-MAS: A Multi-Agent System for Competency Questions Generation from Ontology (Page 3438)
Fei Du (BSH Home Appliances Holding (China) Co., Ltd & Department of Computer Science and Technology, Tsinghua University)
Huilong An (BSH Home Appliances Holding (China) Co., Ltd)
Feng Li (BSH Home Appliances Holding (China) Co., Ltd)
Li Chen (BSH Home Appliances Holding (China) Co., Ltd)
Weidong Liu (Department of Computer Science and Technology, Tsinghua University)

Detecting Approximate Clones under Approval Voting (Page 3441)
Théo Delemazure (ILLC, University of Amsterdam)
Piotr Faliszewski (AGH University of Krakow)
Łukasz Janeczko (AGH University of Krakow)
Dušan Knop (Czech Technical University in Prague)
Kristýna Pekárková (AGH University of Krakow)
Jan Pokorný (Czech Technical University in Prague)
Šimon Schierreich (AGH University of Krakow)
Ildikó Schlotter (ELTE Centre for Economic and Regional Studies)

Extending Multi-source Bayesian Optimization With Causality Principles (Page 3444)
Luuk Jacobs (Radboud University)
Mohammad Ali Javidian (Appalachian State University)

Neurosymbolic Active Goal Recognition in Partially Observable Environments (Page 3447)
Chenyuan Zhang (Monash University)
Sukai Huang (Monash University)
Hamid Rezatofighi (Monash University)
Mor Vered (Monash University)
Buser Say (Monash University)

Algorithms for Candidate Control in Sequential Participatory Budgeting Rules (Page 3450)
Šimon Schierreich (AGH University & Czech Technical University in Prague)
Krzysztof Sornat (AGH University)

A Conceptual Framework for Shared Autonomy (Page 3453)
Shashank Shekhar (Université de Caen Basse Normandie)
Laurent Jeanpierre (Université de Caen Basse Normandie)
Abdel-illah Mouaddib (Université de Caen Basse Normandie)

Sample-Efficient Neurosymbolic Deep Reinforcement Learning (Page 3456)
Celeste Veronese (University of Verona)
Alessandro Farinelli (University of Verona)
Daniele Meli (University of Verona)

Capital Provision to Reduce Liquidity Defaults and the Role of Central Banks (Page 3459)
Jinyun Tong (King's College London)
Bart de Keijzer (King's College London)
Carmine Ventre (King's College London)

Inequality in Congestion Games with Learning Agents (Page 3462)
Dimitris Michailidis (University of Amsterdam)
Sennay Ghebreab (University of Amsterdam)
Fernando P. Santos (University of Amsterdam)

Towards Probabilistic Strategic Timed CTL (Page 3468)
Wojciech Jamroga (Institute of Computer Science, PAS & Nicolaus Copernicus University)
Marta Kwiatkowska (Institute of Computer Science, PAS & University of Oxford)
Wojciech Penczek (Institute of Computer Science, Polish Academy of Sciences)
Laure Petrucci (LIPN, CNRS UMR 7030, Université Sorbonne Paris Nord)
Teofil Sidoruk (Institute of Computer Science, Polish Academy of Sciences)

Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications (Page 3474)
Maxwell Standen (The University of Adelaide & DST Group)
Junae Kim (DST Group)
Claudia Szabo (The University of Adelaide)

From Knowledge to Causality: Self-Supervised Representation Learning for Granger Causal Discovery in Groups of Time Series (Page 3477)
Bo Liu (Peking University)
Hongyan Li (Peking University)
Shenda Hong (Peking University)

Geometric State Fusion for Autonomous Agents: A Comparative Analysis of Dual Quaternion Observer and Kalman Filters (Page 3480)
Ilya Afanasyev (Innopolis University & Saint Petersburg Electrotechnical University "LETI")

PSN Game: Game-theoretic Prediction and Planning via a Player Selection Network (Page 3483)
Tianyu Qiu (University of Texas at Austin)
Eric Ouano (University of Texas at Austin)
Fernando Palafox (University of Texas at Austin)
Christian Ellis (University of Texas at Austin)
David Fridovich-Keil (University of Texas at Austin)

G²CP: A Graph-Grounded Communication Protocol for Verifiable and Efficient Multi-Agent Reasoning (Page 3486)
Karim Ben Khaled (Université de Lorraine, LORIA)
Davy Monticolo (Université de Lorraine, LORIA)

TCRL: Temporal-Coupled Adversarial Training for Robust Constrained Reinforcement Learning in Worst-Case Scenarios (Page 3489)
Wentao Xu (Northeastern University)
Zhongming Yao (Aalborg University)
Weihao Li (Northeastern University)
Zhenghang Song (Zhejiang University)
Yumeng Song (Aalborg University)
Tianyi Li (Aalborg University)
Yushuai Li (Aalborg University)

Horizon Based Cross-View Geolocalization in Maritime Environment (Page 3492)
Alexandre Foucher (Lab-STICC, CNRS UMR 6285, Université de Bretagne Sud)
Cédric Seguin (Lab-STICC, CNRS UMR 6285, Université de Bretagne Sud)
Dominique Heller (Lab-STICC, CNRS UMR 6285, Université de Bretagne Sud)
Johann Laurent (Lab-STICC, CNRS UMR 6285, Université de Bretagne Sud)

GCMRBench: Goal-Conditioned Multi-Robot Environments and Benchmarks for Advancing Offline Multi-Agent Reinforcement Learning (Page 3495)
Chenxing Li (University of Tübingen)
Chin-jui Chang (University of Tübingen)
Yinlong Liu (City University of Macau)
Zijian Ma (Westlake University)
Jan Seyler (Festo SE & Co. KG)
Shahram Eivazi (University of Tübingen and Festo SE & Co. KG)

Self-Evolving Software Agents (Page 3498)
Marco Robol (University of Trento)
Paolo Giorgini (University of Trento)

Stronger Approximation Guarantees for Non-Monotone ?-Weakly DR-Submodular Maximization (Page 3501)
Hareshkumar Jadav (IIT Indore)
Ranveer Singh (IIT Indore)
Vaneet Aggarwal (Purdue University)

Equilibria in Quantitative Bipolar Argumentation Dialogues (Page 3504)
Andreas Brännström (Umeå University)
Timotheus Kampik (Umeå University)

Leveraging Context-Oriented Programming to Implement Normative Rules in Autonomous Systems (Page 3507)
Roberto Casadei (University of Bologna)
Martina De Sanctis (Gran Sasso Science Institute)
Gianluca Filippone (Gran Sasso Science Institute)
Sara Pettinari (Gran Sasso Science Institute)
Gian Luca Scoccia (Gran Sasso Science Institute)
Nicolas Troquard (Gran Sasso Science Institute)

Asynchronous Multi-Agent Reinforcement Learning for 5G Routing under Side Constraints (Page 3510)
Sebastian Racedo (Concordia University)
Brigitte Jaumard (Concordia University)
Oscar Delgado (École de Technologie Supérieure (ETS))
Meysam Masoudi (Ericsson)

Encoding Goals as Graphs: Structured Objectives for Scalable Cooperative Multi-Agent Reinforcement Learning (Page 3513)
Alessandro Amato (University of West Florida & IHMC)
Raffaele Galliera (University of West Florida & IHMC)
K. Brent Venable (University of West Florida & IHMC)
Niranjan Suri (University of West Florida & IHMC)

Centralized and Distributed approaches for restoring the Weak Controllability of Multi-Agent Interdependent STNUs (Page 3516)
Ajdin SUMIC (DTIS, ONERA, Université de Toulouse)
Thierry Vidal (LAAS)
Gauthier Picard (DTIS, ONERA, Université de Toulouse)
Frédéric Maris (IRIT, Université de Toulouse)
Roberto Posenato (University of Verona)
Carlo Combi (University of Verona)

Online EFX Allocations with Predictions (Page 3519)
Themistoklis Melissourgos (University of Essex)
Nicos Protopapas (Archimedes Unit, Athena Research Centre)

A Unified Framework for Zero-Shot Reinforcement Learning (Page 3522)
Jacopo Di Ventura (Leiden University)
Jan Felix Kleuker (Leiden University)
Aske Plaat (Leiden University)
Thomas Moerland (Leiden University)

Code-Space Response Oracles: Generating Interpretable Multi-Agent Policies with Large Language Models (Page 3525)
Daniel Hennes (Google DeepMind)
Zun Li (Google DeepMind)
John Schultz (Google DeepMind)
Marc Lanctot (Google DeepMind)

IG-MCTS: Human-in-the-Loop Cooperative Navigation under Incomplete Information (Page 3528)
Shenghui Chen (The University of Texas at Austin)
Ruihan Zhao (The University of Texas at Austin)
Sandeep Chinchali (The University of Texas at Austin)
Ufuk Topcu (The University of Texas at Austin)

Procedural Fairness in Multi-Agent Bandits (Page 3531)
Joshua Caiata (University of Waterloo)
Carter Blair (Harvard University)
Kate Larson (University of Waterloo)

Active Inference through Incentive Design in Partially Observable Markov Decision Processes (Page 3534)
Xinyi Wei (University of Florida)
Chongyang Shi (University of Florida)
Shuo Han (University of Illinois Chicago)
Ahmed Hemida (DEVCOM Army Research Laboratory)
Charles A. Kamhoua (DEVCOM Army Research Laboratory)
Jie Fu (University of Florida)

Bayesian Network Structure Learning through Large Language Models (Page 3537)
Jiebin Cai (ShenZhen University)
Yinghui Pan (ShenZhen University)
Yifeng Zeng (Northumbria University)
Han Liu (ShenZhen University)

A Multimodal AI Approach for Predicting Personal Privacy Preferences in Photo Sharing (Page 3540)
Yuqi Niu (Shanghai Jiao Tong University)
Kejia Zhang (University of Edinburgh)
Weidong Qiu (Shanghai Jiao Tong University)
Nadin Kökciyan (University of Edinburgh)

Robust Direct Preference Optimization for Offline Learning (Page 3543)
Shihab Ahmed (University of Central Florida)
Zhenyi Wang (University of Central Florida)
Yue Wang (University of Central Florida)

ANN-CMCGS: Generalizing Continuous Monte-Carlo Graph Search with Approximate Nearest Neighbors (Page 3546)
Christoph Scherer (Technical University Berlin)
Wolfgang Hönig (Technical University Berlin)

Fair Contracts in Principal-Agent Games with Heterogeneous Types (Page 3549)
Jakub Tluczek (Université de Neuchâtel)
Victor Villin (Université de Neuchâtel)
Christos Dimitrakakis (Université de Neuchâtel)

Splitting Assumption-Based Argumentation Frameworks (Page 3552)
Giovanni Buraglio (TU Wien)
Wolfgang Dvorák (TU Wien)
Stefan Woltran (TU Wien)

Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game (Page 3555)
Mustafa O. Karabag (The University of Texas at Austin)
Jan Sobotka (The University of Texas at Austin)
Ufuk Topcu (The University of Texas at Austin)

Near-Feasible Stable Matchings: Incentives and Optimality (Page 3558)
Frederik Glitzner (School of Computing Science, University of Glasgow)

Network-based Active Learning for Identifying Illicit Actors in Financial Transaction Networks (Page 3561)
Amro Alabsi Aljundi (University of Virginia)
Abhijin Adiga (University of Virginia)
Christopher Barrett (University of Virginia)
Margaret J. Foster (University of Virginia)
Brian D. Klahn (University of Virginia)
Dustin Machi (University of Virginia)
Achla Marathe (University of Virginia)
Philip B.K. Potter (University of Virginia)
Aaron Schroeder (University of Virginia)
Samarth Swarup (University of Virginia)
Anil Vullikanti (University of Virginia)
Mandy L Wilson (University of Virginia)
Madhav Marathe (University of Virginia)

You Can Go First — Planning for Social Law Synthesis in Asymmetric Multi-agent Settings (Page 3564)
Sarath Sreedharan (Colorado State University)
Philip Hopkins (Colorado State University)
Felipe Meneguzzi (University of Aberdeen)

When LLM Agent Teams Fail at Topological Spatial Reasoning Under Partial Observability (Page 3567)
Heitor Gama (Escola Politécnica - USP, Brazil IRL Crossing)
Jean-Philippe Diguet (CNRS & IRL Crossing)
Damith C. Ranasinghe (Adelaide University & IRL Crossing)

Disjunctive Temporal Refinement Planning with Variable Action Duration and Execution Makespan Bounds (Page 3570)
Mica Gardone (Kahlert School of Computing, University of Utah)
Rogelio E. Cardona-Rivera (Division of Games, University of Utah)

Offline Safe Policy Optimization From Heterogeneous Feedback (Page 3573)
Ze Gong (Shenzhen Institute of Advanced Technology (SIAT), CAS)
Pradeep Varakantham (Singapore Management University)
Akshat Kumar (Singapore Management University)

Dynamic Network Link Prediction Based on Characterization of Temporal Attributes (Page 3576)
Xiaojing Liu (College of Computer Science, Inner Mongolia University)
Winston K.G. Seah (School of Engineering and Computer Science, Victoria University of Wellington)
Gang Xu (College of Computer Science, Inner Mongolia University)

Fair Revenue Compensation in Data Markets (Page 3579)
Nathan Joe Joseph (University of Illinois at Urbana-Champaign)
Jiaxin Song (University of Illinois at Urbana-Champaign)
Bhaskar Ray Chaudhury (University of Illinois at Urbana-Champaign)

More Views, More Problems? A Critical Analysis of Multi-View Aggregation for Agent Perception (Page 3582)
Federico Tavella (University of Manchester)
Amber Drinkwater (Amentum Clean Energy Ltd)
Angelo Cangelosi (University of Manchester)

Stochastically Dominant Preference Optimization: Policy Improvement For All (Page 3585)
Ali Farajzadeh (University of Illinois Chicago)
Syed M. Abbas (University of Illinois Chicago)
Aadirupa Saha (University of Illinois Chicago)
Brian D. Ziebart (University of Illinois Chicago)

G-RAGent: Dynamic Reasoning on Hypergraphs for Retrieval-Augmented Language Models (Page 3588)
Yaoyang Hou (Hangzhou Institute for Advanced Study, UCAS & Institute of Software, Chinese Academy of Sciences)
Chen Zheng (Institute of Software, Chinese Academy of Sciences, Hangzhou Institute for Advanced Study, UCAS, & University of Chinese Academy of Sciences, Nanjing)

Preventing Process Reward Model Hacking When Training Large Language Models on Verifiable Rewards (Page 3591)
Grant C. Forbes (North Carolina State University)
Leonardo Villalobos-Arias (North Carolina State University)
Jianxun Wang (North Carolina State University)
Arnav Jhala (North Carolina State University)
David L. Roberts (North Carolina State University)

Nested Training for Mutual Adaptation in Human-AI Teaming (Page 3594)
Upasana Biswas (Arizona State University)
Durgesh Kalwar (Arizona State University)
Subbarao Kambhampati (Arizona State University)
Sarath Sreedharan (Colorado State University)

CtrlRAG: Black-box Document Poisoning Attacks for Retrieval-Augmented Generation of Large Language Models (Page 3597)
Runqi Sui (Beijing University of Posts and Telecommunications)
Xuejing Yuan (Beijing University of Posts and Telecommunications)
Di Tang (Sun Yat-sen University)
Baojiang cui (Beijing University of Posts and Telecommunications)

Cost-Aware Best Arm Identification via Dueling Feedback with Applications to Large Language Models (Page 3600)
Sarvesh Gharat (Centre for Machine Intelligence and Data Science, IIT Bombay)
Nikhil Karamchandani (Department of Electrical Engineering, IIT Bombay)
Jayakrishnan Nair (Department of Electrical Engineering, IIT Bombay)

The Web Tool Trap: Understanding and Mitigating Over-Reliance in Browsing Agents (Page 3603)
Jiawei Guo (BUPT)
Hongjie Nie (USTC)
Qianbo Zang (Uni.lu)
Shu Yang (KAUST)
Shuodi Liu (BUPT)
Yiwei Ru (CASIA)
Liuyu Xiang (BUPT)
Di Wang (KAUST)
Zhaofeng He (BUPT)

Causal Domain Adaptation: An Information Bottleneck Approach (Page 3606)
Mohammad Ali Javidian (Appalachian State University)

Too Many Specialists: Emergent Inefficiencies and Bottlenecks for Multi-agent Ad-hoc Collaboration (Page 3609)
Benjamin Panny (University of Pittsburgh)
Shashank Mehrotra (Honda Research Institute USA, Inc.)
Zahra Zahedi (Honda Research Institute USA, Inc.)
Teruhisa Misu (Honda Research Institute USA, Inc.)
Kumar Akash (Honda Research Institute USA, Inc.)

TAXI2: Joint Pairing and Vehicle Assignment for Two-Passenger Shared Taxis (Page 3612)
Afzaal Hassan (Swinburne University of Technology)
Irene Moser (Swinburne University of Technology)
Mark Wallace (Monash University)
Daniel Harabor (Monash University)

Pareto-Guided Exploration for Multi-Objective Multiagent Learning (Page 3615)
Gaurav Dixit (Oregon State University)
Kagan Tumer (Oregon State University)

Explainable Representation of Finite-Memory Policies for POMDPs using Decision Trees (Page 3618)
Muqsit Azeem (Technical University of Munich)
Debraj Chakraborty (Nanyang Technological University)
Sudeep Kanav (Masaryk University)
Jan Křetinský (Masaryk University)

Mitigating Constraint Conflict in Offline RL: An Adaptive Weighted Constraint Approach (Page 3621)
Pengyu Chen (Harbin Institute of Technology)
Shirong Liu (Harbin Institute of Technology)
Minye Huang (Harbin Institute of Technology)
Haozhuo Zheng (Harbin Institute of Technology)
Haoyu Liu (Harbin Institute of Technology)
Wenyu Yuan (Harbin Institute of Technology)
Yang Liu (Harbin institute of technology)

Single-Deviation Stability in Additively Separable Hedonic Games with Constrained Coalition Sizes (Page 3624)
Martin Bullinger (University of Bristol)
Adam Dunajski (University of Edinburgh)
Edith Elkind (Northwestern University)
Matan Gilboa (University of Oxford)

Strategic Behavior, Fairness, and Social Optimality in Multi-Winner Elections under Uncertainty (Page 3627)
Janik Bürgermeister (Technical University of Munich)
Chris Dong (HPI, University of Potsdam)
Michael Lewicki (Technical University of Munich)

Learning Semantic and Structure Aware Representation with Large Language Models for Concept Recommendation (Page 3630)
Qingyao Li (Shanghai Jiao Tong University)
Wei Xia (www.imxwell.com)
Kounianhua Du (Shanghai Jiao Tong University)
Qiji Zhang (Shanghai Jiao Tong University)
Weinan Zhang (Shanghai Jiao Tong University)
Ruiming Tang (Huawei Noah's Ark Lab)
Yong Yu (Shanghai Jiao Tong University)

LLMAide: Language-Assisted Neural Solver for Vehicle Routing Problems (Page 3633)
Manuj Malik (Singapore Management University)
Jianan Zhou (Nanyang Technological University)
Yan Jin (Huazhong University of Science and Technology)
Zhiguang Cao (Singapore Management University)

Reinforcement Learning for Falsification of Dynamic Driving Scenarios (Page 3636)
Oliver Chang (University of California, Santa Cruz)
Kay Vargas (University of California, Santa Cruz)
Leilani H. Gilpin (University of California, Santa Cruz)
Daniel J. Fremont (University of California, Santa Cruz)

Safe Offline Reinforcement Learning using Diffusion Policies (Page 3639)
Ankita Kushwaha (IIIT Hyderabad)
Kiran Ravish (IIIT Hyderabad)
Preeti (IIIT Hyderabad)
Pawan Kumar (IIIT Hyderabad)
Anuj Mahajan (Meta)

Formalizing Mental Privacy in LogiKEy (Page 3643)
Luca Pasetto (University of Luxemburg)
Christoph Benzmüller (University of Bamberg & FU Berlin)
Réka Markovich (University of Luxemburg)

Discovery and Enactment of Declarative Interaction Protocols in Dynamically Open Settings (Page 3646)
Andrei Ciortea (University of St. Gallen & Inria, Université Côte d’Azur, CNRS, I3S)
Kai Schultz (University of St. Gallen)
Amit K. Chopra (Lancaster University)
Ganesh Ramanathan (Siemens AG)

Multi-Agent Combinatorial-Multi-Armed-Bandit framework for the Submodular Welfare Problem under Bandit Feedback (Page 3649)
Subham Pokhriyal (Indian Institute of Technology Ropar)
Shweta Jain (Indian Institute of Technology Ropar)
Vaneet Aggarwal (Purdue University)

SPADE: Sketch-guided Path Planning Augmented with Diffusion Experts (Page 3652)
Charbel Abi Hana (Idealworks GmbH)
Tatiana Ghantous (Idealworks GmbH)
Mikael Khalil (IMT Atlantique)
Anthony Rizk (IDEALworks GmbH & Saint Joseph University of Beirut)

DomAgent: Leveraging Knowledge Graphs and Case-Based Reasoning for Domain-Specific Code Generation (Page 3655)
Shuai Wang (Chalmers University of Technology)
Dhasarathy Parthasarathy (Volvo Group)
Robert Feldt (Chalmers University of Technology)
Yinan Yu (Chalmers University of Technology)

Toward Recognizing Social Media Recommenders under Absent Recommendations: A Graph Neural Network-based Approach (Page 3658)
Sabrina Guidotti (University of Milan - Bicocca)
Gregor Donabauer (University of Regensburg)
Davide Taibi (CNR)
Giuseppe Vizzari (University of Milan - Bicocca)
Udo Kruschwitz (University of Regensburg)
Dimitri Ognibene (University of Milan - Bicocca)

Allocation Proportionality of OWA–Based Committee Scoring Rules (Page 3661)
Daria Boratyn (Jagiellonian University)
Dariusz Stolicki (Jagiellonian University)

Grounding vs. Compositionality: On the Non-Complementarity of Reasoning in Neuro-Symbolic Systems (Page 3664)
Mahnoor Shahid (Universität Duisburg-Essen)
Hannes Rothe (Universität Duisburg-Essen)

Scenario Generation for Risk-Aware Reinforcement Learning (Page 3667)
Mohit Prashant (Nanyang Technological University)
Arvind Easwaran (Nanyang Technological University)

AFRC: Adaptive Responsible Compression for Federated Learning under Data Heterogeneity (Page 3670)
Adarsh Valoor (University of Southampton)
Sarvapali D. Ramchurn (University of Southampton)

Mitigating Problematic Social Media Use through Paired Recommender Systems with Contrasting Objectives (Page 3673)
Stefano Livella (University of Milan - Bicocca)
Luca Bolis (University of Milan - Bicocca)
Sabrina Patania (University of Milan - Bicocca)
Matteo Papini (University of Milan)
Dimitri Ognibene (University of Milan - Bicocca)