Multi-Agent Systems

HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025 Hit the Sweet Spot! Span-Level Ensemble for Large Language Models COLING 2025 HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ACL 2025 Human Simulacra: Benchmarking the Personification of Large Language Models ICLR 2025 Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025 Hybrid Modeling of Heterogeneous Human Teams for Collaborative Decision Processes L4DC 2025 Hybrid Quantum-Classical Multi-Agent Pathfinding ICML 2025 HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning ICML 2025 HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction COLING 2025 Hypernetworks for Perspectivist Adaptation EMNLP 2025 Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models ICLR 2025 I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025 iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025 Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs COLING 2025 Identifying Power Relations in Conversations using Multi-Agent Social Reasoning NAACL 2025 Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations EMNLP 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025 Improving Cooperation in Language Games with Bayesian Inference and the Cognitive Hierarchy AAAI 2025 Improving Efficiency of Answer Set Planning with Rough Solutions from Large Language Models for Robotic Task Planning IJCAI 2025 Improving Large Vision and Language Models by Learning from a Panel of Peers ICCV 2025 Inapproximability of Optimal Multi-Agent Pathfinding Problems AAAI 2025 Incentives for Early Arrival AAAI 2025 Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games ICML 2025 Independent Learning in Performative Markov Potential Games AISTATS 2025