AI Agent

Data-Driven Mechanism Design using Multi-Agent Revealed Preferences

Luke Snow, Vikram Krishnamurthy

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

ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations

Amr Gomaa, Ahmed Salem, Sahar Abdelnabi

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心（DFKI）） ； Microsoft（微软） ； ELLIS Institute Tübingen and MPI for Intelligent Systems（图宾根ELLIS研究所和智能系统研究所） ； Tübingen AI Center（图宾根人工智能中心） 纠错

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

A Composable Agentic System for Automated Visual Data Reporting

Péter Ferenc Gyarmati, Dominik Moritz, Torsten Möller, Laura Koesten

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

Communication-Constrained Private Decentralized Online Personalized Mean Estimation

Yauhen Yakimenka, Hsuan-Yin Lin, Eirik Rosnes, Jörg Kliewer

机构 * New Jersey Institute of Technology（新泽西理工学院） ； Newark, New Jersey 07102, USA（新泽西州纽克塞尔07102, 美国） 纠错

专题命中 多智能体 ：agent(abstract)；分类 cs.LG

Comments Paper accepted for presentation at the 2025 IEEE Information Theory Workshop (ITW 2025). Final conference version

Cooperation Under Network-Constrained Communication

Tommy Mordo, Omer Madmon, Moshe Tennenholtz

专题命中 多智能体 ：agent(abstract)

Distributed Stochastic Momentum Tracking with Local Updates: Achieving Optimal Communication and Iteration Complexities

Kun Huang, Shi Pu

专题命中 多智能体 ：agent(abstract)

Comments 29 pages, 8 figures

Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction

Yiting He, Zhishuai Liu, Weixin Wang, Pan Xu

机构 * Duke University（杜克大学） 纠错

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

Comments 53 pages, 6 figures, 3 tables. Published in Proceedings of the 42nd International Conference on Machine Learning (ICML 2025)

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267:22595-22646, 2025

An Active Learning Pipeline for Biomedical Image Instance Segmentation with Minimal Human Intervention

Shuo Zhao, Yu Zhou, Jianxu Chen

机构 * Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V.（莱比锡分析科学研究所 - ISAS - 非营利组织） ； Faculty of Computer Science, Ruhr University Bochum（计算机科学系，博德鲁姆鲁尔大学） 纠错

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

Comments 6 pages, 4 figures, presented at Bildverarbeitung für die Medizin (BVM) 2025, Wiesbaden, Germany

Journal ref Bildverarbeitung fuer die Medizin 2025, Springer Vieweg, Wiesbaden, pp. 217-222, 2025

Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation

Song Wang, Zihan Chen, Peng Wang, Zhepei Wei, Zhen Tan, Yu Meng, Cong Shen, Jundong Li

机构 * University of Virginia（弗吉尼亚大学） ； Arizona State University（亚利桑那州立大学） 纠错

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

Comments EMNLP Main 2025

Generating CodeMeta through declarative mapping rules: An open-ended approach using ShExML

Herminio García-González

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

Comments Submitted to Scientific Data

Introducing LongCat-Flash-Thinking: A Technical Report

Meituan LongCat Team, Anchun Gui, Bei Li, Bingyang Tao, Bole Zhou, Borun Chen, Chao Zhang, Chao Zhang, Chengcheng Han, Chenhui Yang, Chi Zhang, Chong Peng, Chuyu Zhang, Cong Chen, Fengcun Li, Gang Xu, Guoyuan Lin, Hao Jiang, Hao Liang, Haomin Fu, Haoxiang Ma, Hong Liu, Hongyan Hao, Hongyin Tang, Hongyu Zang, Hongzhi Ni, Hui Su, Jiahao Liu, Jiahuan Li, Jialin Liu, Jianfei Zhang, Jianhao Xu, Jianing Wang, Jiaqi Sun, Jiaqi Zhang, Jiarong Shi, Jiawei Yang, Jingang Wang, Jinrui Ding, Jun Kuang, Jun Xu, Ke He, Kefeng Zhang, Keheng Wang, Keqing He, Li Wei, Liang Shi, Lin Qiu, Lingbin Kong, Lingchuan Liu, Linsen Guo, Longfei An, Mai Xia, Meng Zhou, Mengshen Zhu, Peng Pei, Pengcheng Jia, Qi Gu, Qi Guo, Qiong Huang, Quan Chen, Quanchi Weng, Rongxiang Weng, Ruichen Shao, Rumei Li, Shanglin Lei, Shuai Du, Shuaikang Liu, Shuang Zhou, Shuhao Hu, Siyu Xu, Songshan Gong, Tao Liang, Tianhao Hu, Wei He, Wei Shi, Wei Wang, Wei Wu, Wei Zhuo, Weifeng Tang, Wenjie Shi, Wenlong Zhu, Xi Su, Xiangcheng Liu, Xiangyu Xi, Xiangzhou Huang, Xiao Liu, Xiaochen Jiang, Xiaowei Shi, Xiaowen Shi, Xiaoyu Li, Xin Chen, Xinyue Zhao, Xuan Huang, Xuemiao Zhang, Xuezhi Cao, Xunliang Cai, Yajie Zhang, Yang Chen, Yang Liu, Yang Liu, Yang Zheng, Yaoming Wang, Yaqi Huo, Yerui Sun, Yifan Lu, Yiyang Li, Youshao Xiao, Yuanzhe Lei, Yuchen Xie, Yueqing Sun, Yufei Zhang, Yuhuai Wei, Yulei Qian, Yunke Zhao, Yuqing Ding, Yuwei Jiang, Zhaohua Yang, Zhengyu Chen, Zhijian Liu, Zhikang Xia, Zhongda Su, Ziran Li, Ziwen Wang, Ziyuan Zhuang, Zongyu Wang, Zunyuan Yang

机构 * Meituan LongCat Team（美团LongCat团队） 纠错

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

Automatic segmentation of colorectal liver metastases for ultrasound-based navigated resection

Tiziano Natali, Karin A. Olthof, Niels F. M. Kok, Koert F. D. Kuhlmann, Theo J. M. Ruers, Matteo Fusaglia

专题命中 工作流自动化 ：workflow(abstract)

AI-assisted design of chemically recyclable polymers for food packaging

Brandon K. Phan, Chiho Kim, Janhavi Nistane, Wei Xiong, Haoyu Chen, Woo Jin Jang, Farzad Gholami, Yongliang Su, Jerry Qi, Ryan Lively, Will Gutekunst, Rampi Ramprasad

专题命中 工作流自动化 ：workflow(abstract)

Comments Main body is 14 pages with 5 figures. Supplementary Information is 15 pages with 8 figures

VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration

Jürgen Bernard, Mara Solen, Helen Novak Lauscher, Kurtis Stewart, Kendall Ho, Tamara Munzner

专题命中 工作流自动化 ：workflow(abstract)

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 12, pp. 10384-10402, Dec. 2025

Centralized Reduction of Decentralized Stochastic Control Models and their weak-Feller Regularity

Omar Mrani-Zentar, Serdar Yüksel

专题命中 工作流自动化 ：agent(abstract)

Comments A summary of the results was presented in CDC'24

Agentic Refactoring: An Empirical Study of AI Coding Agents

Kosei Horikawa, Hao Li, Yutaro Kashiwa, Bram Adams, Hajimu Iida, Ahmed E. Hassan

专题命中 软件智能体 ：agentic(title,abstract)；agent(abstract)；AI agent(abstract)；planning(abstract)

Comments 23 pages, 7 Tables, 5 Figuress, Submitted to ACM Transactions on Software Engineering and Methodology(TOSEM)

ReGen: Generative Robot Simulation via Inverse Design

Phat Nguyen, Tsun-Hsuan Wang, Zhang-Wei Hong, Erfan Aasi, Andrew Silva, Guy Rosman, Sertac Karaman, Daniela Rus

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Toyota Research Institute（丰田研究机构） 纠错

专题命中 软件智能体 ：agent(abstract)

How Do AI Agents Do Human Work? Comparing AI and Human Workflows Across Diverse Occupations

Zora Zhiruo Wang, Yijia Shao, Omar Shaikh, Daniel Fried, Graham Neubig, Diyi Yang

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Stanford University（斯坦福大学） 纠错

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

Retrieval-Augmented Review Generation for Poisoning Recommender Systems

Shiyi Yang, Xinshu Li, Guanglin Zhou, Chen Wang, Xiwei Xu, Liming Zhu, Lina Yao

机构 * University of New South Wales and CSIRO’s Data61（新南威尔士大学和CSIRO的Data61） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL

Guaranteeing Both Consensus and Optimality in Decentralized Nonconvex Optimization with Multiple Local Updates

Jie Liu, Zuang Wang, Yongqiang Wang

专题命中 记忆与上下文管理 ：agent(abstract)

Story Arena: A Multi-Agent Environment for Envisioning the Future of Software Engineering

Justin D. Weisz, Michael Muller, Kush R. Varshney

专题命中 Agent评测 ：agent(title,abstract)；multi-agent(title,abstract)；AI agent(abstract)；分类 cs.SE

Comments 8 pages. Appeared in the 2025 Workshop on The End of Programming (as we know it): Envisioning Radical Re-Conceptualizations of Co-Coding with AI, held in conjunction with the Aarhus 2025 Decennial Conference, August 18-22, 2025

Open Agent Specification (Agent Spec): A Unified Representation for AI Agents

Soufiane Amini, Yassine Benajiba, Cesare Bernardis, Paul Cayet, Hassan Chafi, Abderrahim Fathan, Louis Faucon, Damien Hilloulin, Sungpack Hong, Ingo Kossyk, Tran Minh Son Le, Rhicheek Patra, Sujith Ravi, Jonas Schweizer, Jyotika Singh, Shailender Singh, Weiyi Sun, Kartik Talamadupula, Jerry Xu

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

Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment

Xubin Wang, Qing Li, Weijia Jia

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

Simulating Misinformation Vulnerabilities With Agent Personas

David Farr, Lynnette Hui Xian Ng, Stephen Prochaska, Iain J. Cruickshank, Jevin West

机构 * School of Information Science University of Washington（信息科学学院华盛顿大学） ； School of Computer Science Carnegie Mellon University（计算机科学学院卡内基梅隆大学） 纠错

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

Comments Accepted to Winter Simulation Conference 2025

Learning to Navigate Socially Through Proactive Risk Perception

Erjia Xiao, Lingfeng Zhang, Yingbo Tang, Hao Cheng, Renjing Xu, Wenbo Ding, Lei Zhou, Long Chen, Hangjun Ye, Xiaoshuai Hao

机构 * HKUST (GZ)（香港科技大学（广州）） ； Tsinghua University（清华大学） ； Institute of Automation, CAS（中国科学院自动化研究所） ； Xiaomi EV（小米电动车） 纠错

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

Cybersecurity AI in OT: Insights from an AI Top-10 Ranker in the Dragos OT CTF 2025

Víctor Mayoral-Vilches, Luis Javier Navarrete-Lozano, Francesco Balassone, María Sanz-Gómez, Cristóbal Ricardo Veas Chávez, Maite del Mundo de Torres

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

Dynamic Allocation of Public Goods with Approximate Core Equilibria

Chido Onyeze, David X. Lin, Siddhartha Banerjee, Éva Tardos

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

Comments 44 pages, 1 figure

TimeCopilot

Azul Garza, Renée Rosillo

机构 * San Francisco, CA, USA（美国加州旧金山） 纠错

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

Conformal Information Pursuit for Interactively Guiding Large Language Models

Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban, Hamed Hassani, René Vidal

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

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

A differentiable model of supply-chain shocks

Saad Hamid, José Moran, Luca Mungo, Arnau Quera-Bofarull, Sebastian Towers

机构 * Aioi R&D Lab（Aioi 研发实验室） ； Macrocosm ； Institute for New Economic Thinking at the Oxford Martin School, University of Oxford（牛津大学奥克斯马丁学院新经济思想研究所） ； FLAIR, Foerster Lab for AI Research, University of Oxford（牛津大学FLAIR人工智能研究实验室） ； Department of Engineering, University of Oxford（牛津大学工程学院） 纠错

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

Comments Accepted to 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Differentiable Systems and Scientific Machine Learning (EurIPS)