AI Agent

Grounding Natural Language for Multi-agent Decision-Making with Multi-agentic LLMs

Dom Huh, Prasant Mohapatra

机构 * UC Davis（加州大学戴维斯分校） ； University of South Florida（佛罗里达州立大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；agentic(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

FEAT: A Multi-Agent Forensic AI System with Domain-Adapted Large Language Model for Automated Cause-of-Death Analysis

Chen Shen, Wanqing Zhang, Kehan Li, Erwen Huang, Haitao Bi, Aiying Fan, Yiwen Shen, Hongmei Dong, Ji Zhang, Yuming Shao, Zengjia Liu, Xinshe Liu, Tao Li, Chunxia Yan, Shuanliang Fan, Di Wu, Jianhua Ma, Bin Cong, Zhenyuan Wang, Chunfeng Lian

机构 * Key Laboratory of National Ministry of Health for Forensic Sciences, School of Medicine \& Forensics, Health Science Center, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China ； School of Mathematics ； Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi 710149, China ； Hebei Key Laboratory of Forensic Medicine, College of Forensic Medicine, Hebei Medical University, Shijiazhuang, Hebei 050017, China ； Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science ； Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China ； Faculty of Forensic Medicine, Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China ； Department of Forensic Medicine, Xinxiang Medical University, Xinxiang, Henan 453003, China ； Department of Forensic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China ； Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science ； Shanghai Key Laboratory of Forensic Medicine, Shanghai Forensic Service Platform, Academy of Forensic Science, Ministry of Justice, Shanghai 200063, China ； School of Forensic Medicine of Jining Medical University, Jining, Shandong 272067, China 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；AI agent(abstract)；分类 cs.AI、cs.LG

Comments 18pages, 6 figures

Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud

Jinyuan Chen, Jiuchen Shi, Quan Chen, Minyi Guo

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；workflow(abstract)

Consensus-based Decentralized Multi-agent Reinforcement Learning for Random Access Network Optimization

Myeung Suk Oh, Zhiyao Zhang, FNU Hairi, Alvaro Velasquez, Jia Liu

机构 * The Ohio State University（俄亥俄州立大学） ； University of Wisconsin-Whitewater（威斯康星大学-惠特ewater分校） ； University of Colorado Boulder（科罗拉多大学博尔德分校） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Comments This paper has been accepted in ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc) 2025

MASteer: Multi-Agent Adaptive Steer Strategy for End-to-End LLM Trustworthiness Repair

Changqing Li, Tianlin Li, Xiaohan Zhang, Aishan Liu, Li Pan

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

PANAMA: A Network-Aware MARL Framework for Multi-Agent Path Finding in Digital Twin Ecosystems

Arman Dogru, R. Irem Bor-Yaliniz, Nimal Gamini Senarath

机构 * Huawei Canada Advanced Research Center（华为加拿大高级研究中心） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI、cs.LG

Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

Xutong Zhao, Yaqi Xie

机构 * Mila - Quebec AI Institute（魁北克AI研究所） ； Polytechnique Montréal（蒙特利尔理工学院） ； School of Computer Science, Carnegie Mellon University（卡内基梅隆大学计算机科学学院） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments Accepted at AISTATS 2025

Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop

Lance Yao, Suman Samantray, Ayana Ghosh, Kevin Roccapriore, Libor Kovarik, Sarah Allec, Maxim Ziatdinov

机构 * Physical Sciences Division, Pacific Northwest National Laboratory（太平洋西北国家实验室物理科学部） ； Computational Sciences and Engineering Division, Oak Ridge National Laboratory（橡树岭国家实验室计算科学与工程部） ； AtomQ 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning

Seungjun Yi, Joakim Nguyen, Huimin Xu, Terence Lim, Andrew Well, Mia Markey, Ying Ding

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL

Comments Presented at ACL 2025 SRW

Multi-agent systems for chemical engineering: A review and perspective

Sophia Rupprecht, Qinghe Gao, Tanuj Karia, Artur M. Schweidtmann

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

SimViews: An Interactive Multi-Agent System Simulating Visitor-to-Visitor Conversational Patterns to Present Diverse Perspectives of Artifacts in Virtual Museums

Mingyang Su, Chao Liu, Jingling Zhang, WU Shuang, Mingming Fan

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Distributed Optimal Coverage Control in Multi-agent Systems: Known and Unknown Environments

Mohammadhasan Faghihi, Meysam Yadegar, Mohammadhosein Bakhtiaridoust, Nader Meskin, Javad Sharifi, Peng Shi

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

VASPilot: MCP-Facilitated Multi-Agent Intelligence for Autonomous VASP Simulations

Jiaxuan Liu, Tiannian Zhu, Caiyuan Ye, Zhong Fang, Hongming Weng, Quansheng Wu

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Comments 9 pages, 5 figures

Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing

Shichao Ma, Yunhe Guo, Jiahao Su, Qihe Huang, Zhengyang Zhou, Yang Wang

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Zijian Ding, Qinshi Zhang, Mohan Chi, Ziyi Wang

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title,abstract)

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reza Yousefi Maragheh, Pratheek Vadla, Priyank Gupta, Kai Zhao, Aysenur Inan, Kehui Yao, Jianpeng Xu, Praveen Kanumala, Jason Cho, Sushant Kumar

机构 * Walmart Global Tech（沃尔玛全球科技） 纠错

专题命中 多智能体 ：agentic(title,abstract)；agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL

Communication-Efficient Multi-Agent 3D Detection via Hybrid Collaboration

Yue Hu, Juntong Peng, Yunqiao Yang, Siheng Chen

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 多智能体 ：agent(title,abstract)；multi-agent(title)

EMPATHIA: Multi-Faceted Human-AI Collaboration for Refugee Integration

Mohamed Rayan Barhdadi, Mehmet Tuncel, Erchin Serpedin, Hasan Kurban

机构 * Texas A&M University（德克萨斯A&M大学） ； Istanbul Technical University（伊斯坦布尔技术大学） ； Hamad Bin Khalifa University（哈利法大学） 纠错

专题命中 多智能体 ：agent(abstract)；agentic(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 19 pages, 3 figures (plus 6 figures in supplementary), 2 tables, 1 algorithm. Submitted to NeurIPS 2025 Creative AI Track: Humanity

LL3M: Large Language 3D Modelers

Sining Lu, Guan Chen, Nam Anh Dinh, Itai Lang, Ari Holtzman, Rana Hanocka

机构 * University of Chicago（芝加哥大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments Our project page is at https://threedle.github.io/ll3m

Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach

Yueyang Quan, Chang Wang, Shengjie Zhai, Minghong Fang, Zhuqing Liu

机构 * University of North Texas（北卡罗来纳大学达顿分校） ； University of Nevada, Las Vegas（内华达大学拉斯维加斯分校） ； University of Louisville（路易斯维尔大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments To appear in ACM MobiHoc 2025

Real-Time Moving Flock Detection in Pedestrian Trajectories Using Sequential Deep Learning Models

Amartaivan Sanjjamts, Hiroshi Morita, Togootogtokh Enkhtogtokh

机构 * Department of Information and Physical Sciences（信息与物理科学系） ； Graduate School of Information Science and Technology（信息科学与技术研究生学校） ； The University of Osaka（大阪大学） ； Department of Research and Development（研究与发展部） ； Voizzr Technologies（Voizzr技术公司） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Joint link scheduling and power allocation in imperfect and energy-constrained underwater wireless sensor networks

Tong Zhang, Yu Gou, Jun Liu, Shanshan Song, Tingting Yang, Jun-Hong Cui

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments Accepted by IEEE Transactions on Mobile Computing

Remote ID Based UAV Collision Avoidance Optimization for Low-Altitude Airspace Safety

Ziye Jia, Yian Zhu, Qihui Wu, Lei Zhang, Sen Yang, Zhu Han

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Joint Scheduling and Resource Allocation in mmWave IAB Networks Using Deep RL

Maryam Abbasalizadeh, Sashank Narain

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Comments Accepted at MILCOM 2025 (IEEE Military Communications Conference)

Achieving Fair-Effective Communications and Robustness in Underwater Acoustic Sensor Networks: A Semi-Cooperative Approach

Yu Gou, Tong Zhang, Jun Liu, Tingting Yang, Shanshan Song, Jun-Hong Cui

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Progressive Bird's Eye View Perception for Safety-Critical Autonomous Driving: A Comprehensive Survey

Yan Gong, Naibang Wang, Jianli Lu, Xinyu Zhang, Yongsheng Gao, Jie Zhao, Zifan Huang, Haozhi Bai, Nanxin Zeng, Nayu Su, Lei Yang, Ziying Song, Xiaoxi Hu, Xinmin Jiang, Xiaojuan Zhang, Susanto Rahardja

机构 * State Key Laboratory of Robotics and System（机器人系统国家重点实验室） ； Harbin Institute of Technology（哈尔滨工业大学） ； State Key Laboratory of Intelligent Green Vehicle and Mobility（智能绿色车辆与移动性国家重点实验室） ； Tsinghua University（清华大学） ； the School of Mechanical and Aerospace Engineering（机械与航空航天工程学院） ； Nanyang Technological University（南洋理工大学） ； Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence（北京交通数据挖掘与具身智能重点实验室） ； Beijing Jiaotong University（北京交通大学） ； the Institute for Infocomm Research（信息通信研究所） ； A*STAR ； the Engineering Cluster（工程集群） ； the Singapore Institute of Technology（新加坡理工学院） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents

Kun Qian, Wenjie Li, Tianyu Sun, Wenhong Wang, Wenhan Luo

机构 * Shangqiu University（商丘大学） 纠错

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Emergence of Cooperation and Commitment in Optional Prisoner's Dilemma

Zhao Song, The Anh Han

专题命中 多智能体 ：agent(abstract)；multi-agent(abstract)

Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method

Wenjing Zhang, Ye Hu, Tao Luo, Zhilong Zhang, Mingzhe Chen

机构 * Beijing Laboratory of Advanced Information Network, Beijing University of Posts and Telecommunications（北京信息网络高级实验室，北京邮电大学） ； Department of Industrial and Systems Engineering, University of Miami（工业与系统工程系，迈阿密大学） ； Department of Electrical and Computer Engineering and Institute for Data Science and Computing, University of Miami（电气与计算机工程系和数据科学与计算研究所，迈阿密大学） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.AI

Exploring the Temporal Dynamics of Facial Mimicry in Emotion Processing Using Action Units

Meisam Jamshidi Seikavandi, Jostein Fimland, Maria Jung Barrett, Paolo Burelli

专题命中 多智能体 ：agent(abstract)