Multi-Agent Systems

Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models ICLR 2025 Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning EMNLP 2025 MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework ICCV 2025 MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction COLING 2025 MNE-SLAM: Multi-Agent Neural SLAM for Mobile Robots CVPR 2025 ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025 MOHITO: Multi-Agent Reinforcement Learning using Hypergraphs for Task-Open Systems UAI 2025 MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance EMNLP 2025 MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025 MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025 MP-SfM: Monocular Surface Priors for Robust Structure-from-Motion CVPR 2025 MRBTP: Efficient Multi-Robot Behavior Tree Planning and Collaboration AAAI 2025 MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025 MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming ACL 2025 Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing EMNLP 2025 Multi-agent Architecture Search via Agentic Supernet ICML 2025 Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions EMNLP 2025 Multi-Agent Based Character Simulation for Story Writing NAACL 2025 MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ACL 2025 Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025 Multi-Agent Communication with Information Preserving Graph Contrastive Learning IJCAI 2025 Multi-agent cooperation through learning-aware policy gradients ICLR 2025 Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection IJCNLP 2025