AI Agent

Knowledge Base-Aware Orchestration: A Dynamic, Privacy-Preserving Method for Multi-Agent Systems

Danilo Trombino, Vincenzo Pecorella, Alessandro de Giulii, Davide Tresoldi

机构 * Copyright for this paper by its authors（作者版权所有） 纠错

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

The Heterogeneous Multi-Agent Challenge

Charles Dansereau, Junior-Samuel Lopez-Yepez, Karthik Soma, Antoine Fagette

机构 * THALES, cortAIx Labs Canada（THALES公司，cortAIx实验室加拿大） 纠错

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

Comments 7 pages. To Appear at ECAI 2025

MAPEX: A Multi-Agent Pipeline for Keyphrase Extraction

Liting Zhang, Shiwan Zhao, Aobo Kong, Qicheng Li

机构 * TMCC, College of Computer Science, Nankai University, Tianjin, China（天津大学计算机学院） 纠错

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

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization

Dawei Xiang, Wenyan Xu, Kexin Chu, Tianqi Ding, Zixu Shen, Yiming Zeng, Jianchang Su, Wei Zhang

机构 * University of Connecticut（康涅狄格大学） ； Central University of Finance and Economics（中央财经大学） ； Baylor University（贝勒大学） 纠错

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

Comments Accepted to EMNLP 2025 System Demonstration Track

Augmenting Multi-Agent Communication with State Delta Trajectory

Yichen Tang, Weihang Su, Yujia Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai

机构 * Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系） 纠错

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

Comments 22 pages, 5 figures

Hybrid Safety Verification of Multi-Agent Systems using $ψ$-Weighted CBFs and PAC Guarantees

Venkat Margapuri, Garik Kazanjian, Naren Kosaraju

机构 * Department of Computing Sciences at Villanova University（维拉诺瓦大学计算机科学系） 纠错

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

RG-Attn: Radian Glue Attention for Multi-modality Multi-agent Cooperative Perception

Lantao Li, Kang Yang, Wenqi Zhang, Xiaoxue Wang, Chen Sun

机构 * Sony (China) Limited（索尼（中国）有限公司） ； Renmin University of China（中国人民大学） 纠错

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

Comments Accepted by ICCV 2025 DriveX workshop (Final Version)

Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI

Lorenzo Giusti, Ole Anton Werner, Riccardo Taiello, Matilde Carvalho Costa, Emre Tosun, Andrea Protani, Marc Molina, Rodrigo Lopes de Almeida, Paolo Cacace, Diogo Reis Santos, Luigi Serio

机构 * CERN（欧洲核子研究中心） 纠错

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

Comments 18 pages, 4 figures

Minimum Time Consensus of Multi-agent System under Fuel Constraints

Akansha Rautela, Deepak Patil, Ameer Mulla, Indra Narayan Kar

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

Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions

Tianqi Song, Yugin Tan, Zicheng Zhu, Yibin Feng, Yi-Chieh Lee

机构 * National University of Singapore（新加坡国立大学） 纠错

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

Joint Channel Estimation and Computation Offloading in Fluid Antenna-assisted MEC Networks

Ying Ju, Mingdong Li, Haoyu Wang, Lei Liu, Youyang Qu, Mianxiong Dong, Victor C. M. Leung, Chau Yuen

机构 * School of Telecommunications Engineering, Xidian University（西电电信工程学院） ； Center for Pervasive Communications and Computing, University of California at Irvine（加州大学 Irvine 分中心） ； Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan（教育部计算电力网络与信息安全重点实验室，山东计算机科学中心（济南国家超算中心），齐鲁工业大学（山东省科学院），济南） ； Department of Information and Electronic Engineering, Muroran Institute of Technology（Muroran 工业技术学院信息电子工程系） ； Artificial Intelligence Research Institute, Shenzhen MSU-BIT University（深圳 MSU-BIT 大学人工智能研究院） ； College of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机科学与软件工程学院） ； Department of Electrical and Computer Engineering, The University of British Columbia（不列颠哥伦比亚大学电气与计算机工程系） ； School of Electrical and Electronics Engineering, Nanyang Technological University（南洋理工大学电气与电子工程学院） 纠错

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

Automatic and Scalable Safety Verification using Interval Reachability with Subspace Sampling

Brendan Gould, Akash Harapanahalli, Samuel Coogan

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

Comments 6 pages, 3 figures. Updated to correct a small error in the dynamics presented in equation (12)

RDAR: Reward-Driven Agent Relevance Estimation for Autonomous Driving

Carlo Bosio, Greg Woelki, Noureldin Hendy, Nicholas Roy, Byungsoo Kim

机构 * UC Berkeley（伯克利大学） ； Zoox Inc.（Zoox公司） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 6 figures

AutoSpec: An Agentic Framework for Automatically Drafting Patent Specification

Ryan Shea, Zhou Yu

机构 * Columbia University（哥伦比亚大学） 纠错

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

Comments EMNLP Findings 2025

GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy

Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang

机构 * Centre for Data Science and Artificial Intelligence & School of Engineering and Computer Science（数据科学与人工智能中心及工程与计算机科学学院） 纠错

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

Comments This paper has been accepted by the 34th International Joint Conference on Artificial Intelligence (IJCAI-2025)

CollaPipe: Adaptive Segment-Optimized Pipeline Parallelism for Collaborative LLM Training in Heterogeneous Edge Networks

Jiewei Chen, Xiumei Deng, Zehui Xiong, Shaoyong Guo, Xuesong Qiu, Ping Wang, Dusit Niyato

机构 * State Key Laboratory of Networking and Switching Technology（网络与交换技术国家重点实验室） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； Singapore University of Technology and Design（新加坡科技设计大学） ； School of Electronics, Electrical Engineering and Computer Science（电子、电气与计算机科学学院） ； Queen’s University Belfast（贝尔法斯特女王大学） ； Dept. of Electrical Engineering & Computer Science（电气与计算机科学系） ； Lassonde School of Engineering（拉索nde 工程学院） ； York University（约克大学） ； College of Computing and Data Science（计算与数据科学学院） ； Nanyang Technological University（南洋理工大学） 纠错

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

Comments Submitted to IEEE for review

Decentralised Multi-Manager Fund Framework

Arman Abgaryan, Utkarsh Sharma, Joshua Tobkin

专题命中 工作流自动化 ：AI agent(abstract)；autonomous agent(abstract)

MAGIC: Multi-task Gaussian process for joint imputation and classification in healthcare time series

Dohyun Ku, Catherine D. Chong, Visar Berisha, Todd J. Schwedt, Jing Li

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

Comments 36 pages, 4 figures

FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networks

Yun Ji, Zeyu Chen, Xiaoxiong Zhong, Yanan Ma, Sheng Zhang, Yuguang Fang

机构 * Key Laboratory of Advanced Sensor and Integrated System, the Tsinghua Shenzhen International Graduate School, Tsinghua University（先进传感器与集成系统重点实验室、清华大学深圳国际研究生院、清华大学） ； Department of New Networks, Peng Cheng Laboratory（新型网络系、鹏城实验室） ； Hong Kong JC STEM Lab of Smart City and the Department of Computer Science, City University of Hong Kong（智慧城市Hong Kong JC STEM实验室和计算机科学系、香港城市大学） 纠错

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

Thermal resilience of the ITER tungsten first wall to runaway electron impact

S. Ratynskaia, K. Paschalidis, T. Rizzi, P. Tolias, R. A. Pitts, F. J. Artola, H. Bergström, V. K. Bandaru, M. Hoelzl, S. Nicolici

专题命中 工作流自动化 ：workflow(abstract)

Comments Submitted to PPCF

Radio Galaxy Zoo EMU: Harnessing Citizen Science and AI to Advance Open Science Catalogues

Eleni Vardoulaki, Hongming Tang, Micah Bowles, Gary Segal, Soheb Mandhai, Emma L. Alexander, Wendy Williams, Yan Luo, Lawrence Rudnick, Andrew M. Hopkins, O. Ivy Wong, Stanislav S. Shabala, the RGZ EMU collaboration

专题命中 工作流自动化 ：workflow(abstract)

Comments 4 pages, 2 figures, proceedings IAU397 Symposium UniversAI Exploring the Universe with Artificial Intelligence (editors Liodakis, Efthymiou)

PTM-Psi on the Cloud

Suman Samantray, Margot Lockwood, Amity Andersen, Hoshin Kim, Paul Rigor, Margaret S. Cheung, Daniel Mejia-Rodriguez

专题命中 工作流自动化 ：workflow(abstract)

Agentic Metacognition: Designing a "Self-Aware" Low-Code Agent for Failure Prediction and Human Handoff

Jiexi Xu

机构 * University of California, Irvine School of Information & Computer Science（加州大学尔湾分校信息与计算机科学学院） 纠错

专题命中 软件智能体 ：agent(title,abstract)；agentic(title)；autonomous agent(abstract)；分类 cs.AI、cs.SE

Comments 7 pages, 2 tables

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Robert Tjarko Lange, Yuki Imajuku, Edoardo Cetin

机构 * Sakana AI 纠错

专题命中 软件智能体 ：agentic(abstract)；分类 cs.CL、cs.LG

Comments 52 pages, 14 figures

VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation

Ziang Ye, Yang Zhang, Wentao Shi, Xiaoyu You, Fuli Feng, Tat-Seng Chua

机构 * University of Science and Technology of China（中国科学技术大学） ； National University of Singapore（新加坡国立大学） ； East China University of Science and Technology（东华大学） 纠错

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

Comments Accepted in COLM2025

Scan-do Attitude: Towards Autonomous CT Protocol Management using a Large Language Model Agent

Xingjian Kang, Linda Vorberg, Andreas Maier, Alexander Katzmann, Oliver Taubmann

机构 * Pattern Recognition Lab, Friedrich-Alexander Universität Erlangen-Nürnberg（模式识别实验室，弗赖堡-艾尔朗根-纽伦堡大学） ； Computed Tomography, Siemens Healthineers（计算机断层扫描，西门子医疗） 纠错

专题命中 Agent评测 ：agent(title,abstract)；workflow(abstract)；分类 cs.AI、cs.CL

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Cheng Qian, Zuxin Liu, Akshara Prabhakar, Jielin Qiu, Zhiwei Liu, Haolin Chen, Shirley Kokane, Heng Ji, Weiran Yao, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang

机构 * Salesforce AI Research（Salesforce AI研究院） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 Agent评测 ：agent(title)；agentic(abstract)；分类 cs.AI、cs.CL、cs.LG

Comments 28 Pages, 15 Figures, 6 Tables; Built upon latest UserBench release: arXiv:2507.22034

MVVM: Deploy Your AI Agents-Securely, Efficiently, Everywhere

Yiwei Yang, Aibo Hu, Yusheng Zheng, Brian Zhao, Xinqi Zhang, Dawei Xiang, Kexin Chu, Wei Zhang, Andi Quinn

专题命中 Agent评测 ：AI agent(title,abstract)；agent(abstract)

Nano Bio-Agents (NBA): Small Language Model Agents for Genomics

George Hong, Daniel Trejo Banos

专题命中 Agent评测 ：agent(abstract)；agentic(abstract)；分类 cs.AI

FedRAIN-Lite: Federated Reinforcement Algorithms for Improving Idealised Numerical Weather and Climate Models

Pritthijit Nath, Sebastian Schemm, Henry Moss, Peter Haynes, Emily Shuckburgh, Mark Webb

机构 * Department of Applied Mathematics and Theoretical Physics, University of Cambridge（剑桥大学应用数学与理论物理系） ； School of Mathematical Sciences, Lancaster University（兰卡斯特大学数学科学学院） ； Department of Computer Science and Technology, University of Cambridge（剑桥大学计算机科学与技术系） ； Met Office Hadley Centre（英国气象局哈德利中心） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments Accepted for poster presentation at the NeurIPS 2025 workshop on Tackling Climate Change with Machine Learning. 21 pages, 6 figures