Multi-Agent Systems

EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025 EMPATHIA: Multi-Faceted Human-AI Collaboration for Refugee Integration NeurIPS 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 End-to-End Autonomous Driving Through V2X Cooperation AAAI 2025 Energy-based Backdoor Defense Against Federated Graph Learning ICLR 2025 Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration ICML 2025 Enhancing LLM-Based Persuasion Simulations with Cultural and Speaker-Specific Information EMNLP 2025 Enhancing LLM-Based Social Bot via an Adversarial Learning Framework EMNLP 2025 Enhancing Multi-Agent Debate System Performance via Confidence Expression EMNLP 2025 Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration AAAI 2025 Enhancing Participatory Development Research in South Asia through LLM Agents System: An Empirically-Grounded Methodological Initiative and Agenda from Field Evidence in Sri Lankan COLING 2025 Enhancing Portfolio Optimization via Heuristic-Guided Inverse Reinforcement Learning with Multi-Objective Reward and Graph-based Policy Learning IJCAI 2025 Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025 EnigmaToM: Improve LLMs’ Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States ACL 2025 Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL 2025 EQA-RM: A Generative Embodied Reward Model with Test-time Scaling EMNLP 2025 Error Detection in Medical Note through Multi Agent Debate ACL 2025 Estimating Value of Assistance for Online POMDP Robotic Agents CoRL 2025 Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans EMNLP 2025 Evaluation of Multi-Agent LLMs in Multidisciplinary Team Decision-Making for Challenging Cancer Cases MLHC 2025 Event2Tracking: Reconstructing Multi-Agent Soccer Trajectories Using Long-Term Multimodal Context AAAI 2025 Event-Driven Storytelling with Multiple Lifelike Humans in a 3D Scene ICCV 2025 EventFull: Complete and Consistent Event Relation Annotation NAACL 2025 Every Bit Helps: Achieving the Optimal Distortion with a Few Queries AAAI 2025 EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms NAACL 2025