AI Agent

Beyond GeneGPT: A Multi-Agent Architecture with Open-Source LLMs for Enhanced Genomic Question Answering

Haodong Chen, Guido Zuccon, Teerapong Leelanupab

机构 * The University of Queensland（昆士兰大学） 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 to SIGIR-AP 2025

S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning

Jiangwen Dong, Zehui Lin, Wanyu Lin, Mingjin Zhang

机构 * PolyU 纠错

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

Comments Accepted by AAAI 2026

Multi-Agent Debate Strategies to Enhance Requirements Engineering with Large Language Models

Marc Oriol, Quim Motger, Jordi Marco, Xavier Franch

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

Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation

Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan

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

Comments Accepted as an oral presentation by AAAI 2026

MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer

Joaquín Jordán, Xavier Yin, Melissa Fabros, Gireeja Ranade, Narges Norouzi

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

Comments Accepted into EAAI 2026

SIGMA: Sheaf-Informed Geometric Multi-Agent Pathfinding

Shuhao Liao, Weihang Xia, Yuhong Cao, Weiheng Dai, Chengyang He, Wenjun Wu, Guillaume Sartoretti

机构 * Hangzhou International Innovation Institute, Beihang University, China（北京航空航天大学杭州国际创新研究院） ； CoreControl Inc, Hangzhou, China（杭州核心控制公司） ； Department of Mechanical Engineering, National University of Singapore, Singapore（新加坡国立大学机械工程系） 纠错

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

Comments Accepted for presentation at the 2025 IEEE International Conference on Robotics and Automation (ICRA)

Journal ref 2025 IEEE International Conference on Robotics and Automation ICRA pp. 1-7

Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs

Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu

机构 * Southeast University（东南大学） ； China Mobile Research Institute（中国移动研究院） ； Monash University（墨尔本大学） 纠错

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

Comments This paper has been ACCEPTED as a FULL PAPER at DASFAA 2025 (Oral)

Task Specific Sharpness Aware O-RAN Resource Management using Multi Agent Reinforcement Learning

Fatemeh Lotfi, Hossein Rajoli, Fatemeh Afghah

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

Comments Accepted to be published in IEEE Transaction on Machine Learning in Communication and Networking (TMLCN)

Z-Merge: Multi-Agent Reinforcement Learning for On-Ramp Merging with Zone-Specific V2X Traffic Information

Yassine Ibork, Myounggyu Won, Lokesh Das

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

Knowledge-Informed Automatic Feature Extraction via Collaborative Large Language Model Agents

Henrik Bradland, Morten Goodwin, Vladimir I. Zadorozhny, Per-Arne Andersen

机构 * School of Computing and Information, University of Pittsburgh, Pittsburgh, USA（计算机与信息学院，匹兹堡大学，美国匹兹堡） ； Centre for Artificial Intelligence Research, University of Agder, Grimstad, Norway（人工智能研究中心，阿格德大学，挪威格里斯塔德） 纠错

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

Comments 19 pages, 4 figures, in review

Modelling and Model-Checking a ROS2 Multi-Robot System using Timed Rebeca

Hiep Hong Trinh, Marjan Sirjani, Federico Ciccozzi, Abu Naser Masud, Mikael Sjödin

机构 * Mälardalen University（马尔默兰大学） 纠错

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

Achieving Pareto Optimality in Games via Single-bit Feedback

Seref Taha Kiremitci, Ahmed Said Donmez, Muhammed O. Sayin

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

Intrinsic Barriers and Practical Pathways for Human-AI Alignment: An Agreement-Based Complexity Analysis

Aran Nayebi

机构 * Aran Nayebi（独立研究者） 纠错

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

Comments 21 pages, 1 figure, 1 table. To appear in AAAI 2026 Special Track on AI Alignment (oral)

Communication-Pipelined Split Federated Learning for Foundation Model Fine-Tuning in UAV Networks

Zizhen Zhou, Ying-Chang Liang, Yanyu Cheng, Wei Yang Bryan Lim

专题命中 多智能体 ：agent(abstract)

Comments This work has been submitted to the IEEE for possible publication

Anchor-and-Connect: Robotic Aerial Base Stations Transforming 6G Infrastructure

Wen Shang, Yuan Liao, Vasilis Friderikos, Halim Yanikomeroglu

专题命中 多智能体 ：workflow(abstract)

Journal ref IEEE Communications Standards Magazine, 18 November 2025

Communication-Aware Asynchronous Distributed Trajectory Optimization for UAV Swarm

Yue Yu, Xiaobo Zheng, Shaoming He

机构 * Beijing Institute of Aerospace Systems Engineering（航天系统工程研究院） 纠错

专题命中 多智能体 ：planning(abstract)