Multi-Agent Systems

Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025 A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation AAAI 2025 A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops ACL 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025 An Empirical Study of Group Conformity in Multi-Agent Systems ACL 2025 An Interactive Game-based Multi-Agent AI System for Children’s Social and Emotional Development IJCAI 2025 An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration COLING 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems AAAI 2025 An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 AnyBimanual: Transferring Unimanual Policy for General Bimanual Manipulation ICCV 2025 AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025 Anyprefer: An Agentic Framework for Preference Data Synthesis ICLR 2025 Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic AAAI 2025 Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation AAAI 2025 A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025 A Parametric Contextual Online Learning Theory of Brokerage ICML 2025 APEX-MR: Multi-Robot Asynchronous Planning and Execution for Cooperative Assembly RSS 2025 Approximate Global Convergence of Independent Learning in Multi-Agent Systems AISTATS 2025 Approximate State Abstraction for Markov Games AAAI 2025 Approximate Verification of Strategic Abilities under Imperfect Information Using Local Models IJCAI 2025