Papers
A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators
Mingming Zhao, Xiaokang Wei, Yuanqi Shao et al.
Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning
Wenchuan Zhang, Jingru Guo, Hengzhe Zhang et al.
Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees
Tiannan Zhang, Rishi Veerapaneni, Shao-Hung Chan et al.
RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents
Shuo Zhang, Xinyu Yang
SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
Ruijia Zhang, Xinyan Zhao, Ruixiang Wang et al.
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
Qian Zhang, Jinyi Liu, Yan Zheng et al.
VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning
Qian Zhang, Zhuo Sun, Yao Zhang et al.
Enhancing PIBT via Multi-Action Operations
Egor Yukhnevich, Anton Andreychuk
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
Jingxuan Yu, Ju Jia, Simeng Qin et al.
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
Biao Yi, Xueyu Hu, Yurun Chen et al.
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration
Zhongyu Yang, Yingfang Yuan, Xuanming Jiang et al.
Augmented Runtime Collaboration for Self-Organizing Multi-Agent Systems: A Hybrid Bi-Criteria Routing Approach
Qingwen Yang, Feiyu Qu, Tiezheng Guo et al.
BAMAS: Structuring Budget-Aware Multi-Agent Systems
Liming Yang, Junyu Luo, Xuanzhe Liu et al.
LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules
Cheng Yang, Hui Jin, Xinlei Yu et al.
Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS
Bingyu Yan, Xiaoming Zhang, Ziyi Zhou et al.
RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram
Yuan Xue, Xiaoyu Lu, Yunfei Bai et al.
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
Yihan Xia, Taotao Wang, Shengli Zhang et al.
An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling
Lixiu Wu, Yuanrong Tang, Qisen Pan et al.
Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution
Hao Wu, Shoucheng Song, Chang Yao et al.
MARPO: A Reflective Policy Optimization for Multi-Agent Reinforcement Learning
Cuiling Wu, Yaozhong Gan, Junliang Xing et al.
InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck
Quanmin Wei, Penglin Dai, Wei Li et al.
AcoustoReinforce: Multi-Particle Acoustophoretic Path Planning with Deep Reinforcement Learning
Pengyuan Wei, Giorgos Christopoulos, Zhouyang Shen et al.
DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis
Lei Wang, Min Huang, Eduard Dragut