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)

Standardising the NLP Workflow: A Framework for Reproducible Linguistic Analysis

标准化NLP工作流程：可重复语言分析的框架

Yves Pauli, Jan-Bernard Marsman, Finn Rabe, Victoria Edkins, Roya Hüppi, Silvia Ciampelli, Akhil Ratan Misra, Nils Lang, Wolfram Hinzen, Iris Sommer, Philipp Homan

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.CL

AI总结 本文提出LPDS数据结构和pelican nlp框架，旨在通过标准化流程提升语言数据处理的可重复性和透明度。

Comments 26 pages, 3 figures

Towards Continuous Assurance with Formal Verification and Assurance Cases

Dhaminda B. Abeywickrama, Michael Fisher, Frederic Wheeler, Louise Dennis

机构 * Department of Computer Science, The University of Manchester（曼彻斯特大学计算机科学系） ； Regulatory Support Directorate, Amentum（Amentum监管支持部门） 纠错

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.SE

Comments 15 pages, 7 figures

Subnational Geocoding of Global Disasters Using Large Language Models

Michele Ronco, Damien Delforge, Wiebke S. Jäger, Christina Corbane

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI

Information Efficiency of Scientific Automation

Mihir Rao

专题命中 工作流自动化 ：agent(abstract)

Learning from Imperfect Labels: A Physics-Aware Neural Operator with Application to DAS Data Denoising

Yang Cui, Denis Anikiev, Umair Bin Waheed, Yangkang Chen

专题命中 工作流自动化 ：workflow(abstract)

First ionization potentials of Cr, Mo, and W calculated with SHCI

Zachary T. Jerzyk, David R. Smith, Matthew Otten

专题命中 工作流自动化 ：workflow(abstract)

How To Cook The Fragmented Rug Pull?

Minh Trung Tran, Nasrin Sohrabi, Zahir Tari, Qin Wang

专题命中 工作流自动化 ：workflow(abstract)

Learning from the Right Patches: A Two-Stage Wavelet-Driven Masked Autoencoder for Histopathology Representation Learning

Raneen Younis, Louay Hamdi, Lukas Chavez, Zahra Ahmadi

机构 * PLRI Medical Informatics Institute（PLRI医学信息学研究所） ； CAIMed Reserch Center（CAIMed研究中心） ； Hannover Medical School（汉诺威医学院） ； Computer Science Institute（计算机科学研究所） ； Leibniz University Hannover（莱比锡大学汉诺威分校） ； Sanford Burnham Prebys Medical Discovery Institute（桑福医疗发现研究所） ； Rady Children’s Institute for Genomic Medicine（拉迪儿童基因医学研究所） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Capture Stage Matting: Challenges, Approaches, and Solutions for Offline and Real-Time Processing

Hannah Dröge, Janelle Pfeifer, Saskia Rabich, Reinhard Klein, Matthias B. Hullin, Markus Plack

机构 * University of Bonn（波恩大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Adaptive Multi-Scale Integration Unlocks Robust Cell Annotation in Histopathology Images

Yinuo Xu, Yan Cui, Mingyao Li, Zhi Huang

机构 * Department of Computer and Information Science, University of Pennsylvania（计算机与信息科学系，宾夕法尼亚大学） ； Department of Bioengineering, University of Pennsylvania（生物工程系，宾夕法尼亚大学） ； Department of Pathology and Laboratory Medicine, University of Pennsylvania（病理学与实验室医学系，宾夕法尼亚大学） ； Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania（生物统计学、流行病学与信息学系，宾夕法尼亚大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Agentic LMs: Hunting Down Test Smells

Rian Melo, Pedro Simões, Rohit Gheyi, Marcelo d'Amorim, Márcio Ribeiro, Gustavo Soares, Eduardo Almeida, Elvys Soares

专题命中 软件智能体 ：agentic(title)；agent(abstract)；multi-agent(abstract)；分类 cs.SE

Comments Accepted at IEEE Software

CompetEvo: Towards Morphological Evolution from Competition

Kangyao Huang, Di Guo, Xinyu Zhang, Xiangyang Ji, Huaping Liu

机构 * Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） ； School of Artificial Intelligence, Beijing University of Posts and Telecommunications（北京邮电大学人工智能学院） ； School of Vehicle and Mobility, Tsinghua University（清华大学车辆与移动性学院） ； Department of Automation, Tsinghua University（清华大学自动化系） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Agent-SAMA: State-Aware Mobile Assistant

Linqiang Guo, Wei Liu, Yi Wen Heng, Tse-Hsun, Chen, Yang Wang

专题命中 GUI与网页智能体 ：agent(title,abstract)；planning(abstract)；multi-agent(abstract)；分类 cs.AI

Comments Accepted to AAAI-26 (Main Technical Track)

Computer-Use Agents as Judges for Generative User Interface

计算机使用代理作为生成用户界面的法官

Kevin Qinghong Lin, Siyuan Hu, Linjie Li, Zhengyuan Yang, Lijuan Wang, Philip Torr, Mike Zheng Shou

机构 * University of Oxford（牛津大学） ； Show Lab, National University of Singapore（新加坡国立大学Show实验室） ； Microsoft（微软公司） 纠错

专题命中 GUI与网页智能体 ：agent(abstract)；分类 cs.CL

AI总结 本研究提出Coder-CUA协作框架，通过代理作为法官与编码模型协作，提升自动GUI设计的效率和可靠性。

Comments Project: https://showlab.github.io/AUI Github: https://github.com/showlab/AUI