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• Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution

  Hao Wu, Shoucheng Song, Chang Yao, Sheng Han, Huaiyu Wan, Youfang Lin, Kai Lv

  29749-29757

  2026-03-14

• An LLM-based Simulation Framework for Embodied Conversational Agents in Psychological Counseling

  Lixiu Wu, Yuanrong Tang, Qisen Pan, Xianyang Zhan, Yuchen Han, Lanxi Xiao, Tianhong Wang, Chen Zhong, Jiangtao Gong

  29758-29766

  2026-03-14

• HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems

  Yihan Xia, Taotao Wang, Shengli Zhang, Zhangyuhua Weng, Bin Cao, Soung Chang Liew

  29767-29774

  2026-03-14

• RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram

  Yuan Xue, Xiaoyu Lu, Yunfei Bai, Yunan Liu, Hoiyi Ng

  29775-29783

  2026-03-14

• Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS

  Bingyu Yan, Xiaoming Zhang, Ziyi Zhou, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang

  29784-29792

  2026-03-14

• LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules

  Cheng Yang, Hui Jin, Xinlei Yu, Zhipeng Wang, Yaoqun Liu, Fenglei Fan, Dajiang Lei, Gangyong Jia, Changmiao Wang, Ruiquan Ge

  29793-29801

  2026-03-14

• BAMAS: Structuring Budget-Aware Multi-Agent Systems

  Liming Yang, Junyu Luo, Xuanzhe Liu, Yiling Lou, Zhenpeng Chen

  29802-29810

  2026-03-14

• Augmented Runtime Collaboration for Self-Organizing Multi-Agent Systems: A Hybrid Bi-Criteria Routing Approach

  Qingwen Yang, Feiyu Qu, Tiezheng Guo, Yanyi Liu, Yingyou Wen

  29811-29819

  2026-03-14

• Learning to Deliberate: Meta-policy Collaboration for Agentic LLMs with Multi-agent Reinforcement Learning

  Wei Yang, Jesse Thomason

  29820-29828

  2026-03-14

• InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration

  Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang

  29829-29837

  2026-03-14

• EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation

  Biao Yi, Xueyu Hu, Yurun Chen, Shengyu Zhang, Hongxia Yang, Fan Wu

  29838-29846

  2026-03-14

• MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation

  Jingxuan Yu, Ju Jia, Simeng Qin, Xiaojun Jia, Siqi Ma, Yihao Huang, Yali Yuan, Guang Cheng

  29847-29855

  2026-03-14

• WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation

  Junchuan Yu, Yuyang Sun

  29856-29864

  2026-03-14

• Enhancing PIBT via Multi-Action Operations

  Egor Yukhnevich, Anton Andreychuk

  29865-29873

  2026-03-14

• VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning

  Qian Zhang, Zhuo Sun, Yao Zhang, Zhiwen Yu, Bin Guo, Jun Zhang

  29874-29882

  2026-03-14

• Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?

  Qian Zhang, Jinyi Liu, Yan Zheng, Hebin Liang, Lanjun Wang

  29883-29891

  2026-03-14

• SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication

  Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen

  29892-29900

  2026-03-14

• RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents

  Shuo Zhang, Xinyu Yang

  29901-29910

  2026-03-14

• Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees

  Tiannan Zhang, Rishi Veerapaneni, Shao-Hung Chan, Jiaoyang Li, Maxim Likhachev

  29911-29920

  2026-03-14

• Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning

  Wenchuan Zhang, Jingru Guo, Hengzhe Zhang, Penghao Zhang, Jie Chen, Shuwan Zhang, Zhang Zhang, Yuhao Yi, Hong Bu

  29921-29929

  2026-03-14

• A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators

  Mingming Zhao, Xiaokang Wei, Yuanqi Shao, Kaiwen Zhou, Lin Yang, Siwei Rao, Junhui Zhan, Zhitang Chen

  29930-29938

  2026-03-14

• Mobile-Agent-RAG: Driving Smart Multi-Agent Coordination with Contextual Knowledge Empowerment for Long-Horizon Mobile Automation

  Yuxiang Zhou, Jichang Li, Yanhao Zhang, Haonan Lu, Guanbin Li

  29939-29947

  2026-03-14

• More than Irrational: Modeling Belief-Biased Agents

  Yifan Zhu, Sammie Katt, Samuel Kaski

  29948-29956

  2026-03-14

• LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning

  Liutao , Xutao Mao, Dixuan Zhang, Yifan Li, LiuHaixin , KongLulu , Jiaming Hou, Rui Li, YunLong Li, Aoze Zheng, Zhiqiang Zhang, Luo Zhewei, Hongying Zan, Kunli Zhang, Min Peng

  29958-29966

  2026-03-14

• DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors

  Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria

  29967-29975

  2026-03-14