Multi-Agent Systems

AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations AAAI 2026 Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning CVPR 2026 Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS AAAI 2026 Augmented Runtime Collaboration for Self-Organizing Multi-Agent Systems: A Hybrid Bi-Criteria Routing Approach AAAI 2026 Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates AAAI 2026 Autonomous Partner Selection for Cooperative Multi-Agent Reinforcement Learning AAAI 2026 AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition AAAI 2026 A Visualized Framework for Event Cooperation with Generative Agents AAAI 2026 BAMAS: Structuring Budget-Aware Multi-Agent Systems AAAI 2026 Bayesian Social Deduction with Graph-Informed Language Models ACL 2026 BDI-based Opponent Modeling and Strategy Generation for Multi-Issue Negotiation (Student Abstract) AAAI 2026 Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion AAAI 2026 Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ACL 2026 Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026 Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System ACL 2026 Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation ACL 2026 Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits AAAI 2026 BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks ACL 2026 Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents ACL 2026 BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs AAAI 2026 CAIC: Congestion-Aware Intent Communication for Multi-Agent Reinforcement Learning UAI 2026 CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades ACL 2026 CATNet: Collaborative Alignment and Transformation Network for Cooperative Perception CVPR 2026 Causal Foundations of Collective Agency CLeaR 2026 Causal, Strategic, and Combined Responsibility Attribution in Situation Calculus Concurrent Game Structures AAAI 2026