Multi-Agent Systems

Bridging Discourse Treebanks with a Unified Rhetorical Structure Parser EMNLP 2025 Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems EMNLP 2025 Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025 Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration EMNLP 2025 C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025 CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025 CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows EMNLP 2025 CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025 CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025 Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025 CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning ICML 2025 Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination CoRL 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025 CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025 CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025 CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game EMNLP 2025 Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025 Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025 CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds NAACL 2025 Characterising Simulation-Based Program Equilibria AAAI 2025 ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration ACL 2025 CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation EMNLP 2025 CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues ACL 2025 Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off ICML 2025 Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models CVPR 2025