Multi-Agent Systems

Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion AAAI 2025 Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025 AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025 Bad AI, Good AI: Rethinking the Agency of Our Artificial Teammates AAAI 2025 Balancing Act: Diversity and Consistency in Large Language Model Ensembles ICLR 2025 Bandwidth-Efficient Communication Modelling for Autonomous Vehicle Collaborative Perception WACV 2025 BANGS: Game-theoretic Node Selection for Graph Self-Training ICLR 2025 Behavior-Inspired Neural Networks for Relational Inference AISTATS 2025 Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines ACL 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025 Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation COLING 2025 Best Possible Q-Learning UAI 2025 Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025 Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework EMNLP 2025 Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games AAAI 2025 Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models EMNLP 2025 Beyond Symmetry in Repeated Games with Restarts IJCAI 2025 Biases in Opinion Dynamics in Multi-Agent Systems of Large Language Models: A Case Study on Funding Allocation NAACL 2025 BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking AAAI 2025 BlendRL: A Framework for Merging Symbolic and Neural Policy Learning ICLR 2025 BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025 BotSim: LLM-Powered Malicious Social Botnet Simulation AAAI 2025 Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025 Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate ICLR 2025