AI Agent

Machine learning-based upscaling of rock permeability from pore scale to core scale: effect of training dataset size and sub-core volumes

Yaotian Guo, Fei Jiang, Takeshi Tsuji, Yoshitake Kato, Mai Shimokawara, Lionel Esteban, Mojtaba Seyyedi, Marina Pervukhina, Maxim Lebedev, Ryuta Kitamura

专题命中 工作流自动化 ：workflow(abstract)

dynsight: an Open Python Platform for Simulation and Experimental Trajectory Data Analysis

Simone Martino, Matteo Becchi, Andrew Tarzia, Daniele Rapetti, Giovanni M. Pavan

专题命中 工作流自动化 ：workflow(abstract)

Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections

David Schmotz, Sahar Abdelnabi, Maksym Andriushchenko

机构 * ELLIS Institute Tübingen（图宾根ELLIS研究所） ； MPI for Intelligent Systems Tübingen（图宾根智能系统研究所） ； AI Center（人工智能中心） 纠错

专题命中 软件智能体 ：agent(title,abstract)；分类 cs.LG

An Agentic Framework for Rapid Deployment of Edge AI Solutions in Industry 5.0

Jorge Martinez-Gil, Mario Pichler, Nefeli Bountouni, Sotiris Koussouris, Marielena Márquez Barreiro, Sergio Gusmeroli

机构 * Software Competence Center Hagenberg GmbH（软件能力中心哈根贝格有限公司） ； SUITE5 ； Gradiant ； Politecnico di Milano（米兰理工大学） 纠错

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

Dissect-and-Restore: AI-based Code Verification with Transient Refactoring

Changjie Wang, Mariano Scazzariello, Anoud Alshnakat, Roberto Guanciale, Dejan Kostić, Marco Chiesa

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Who Grants the Agent Power? Defending Against Instruction Injection via Task-Centric Access Control

Yifeng Cai, Ziming Wang, Zhaomeng Deng, Mengyu Yao, Junlin Liu, Yutao Hu, Ziqi Zhang, Yao Guo, Ding Li

专题命中 GUI与网页智能体 ：agent(title,abstract)；AI agent(abstract)；autonomous agent(abstract)

Comments SaTS 2025 (Co-located with ACM CCS 2025)

Accelerating Real-World Overtaking in F1TENTH Racing Employing Reinforcement Learning Methods

Emily Steiner, Daniel van der Spuy, Futian Zhou, Afereti Pama, Minas Liarokapis, Henry Williams

机构 * Centre for Automation and Robotic Engineering Science, The University of Auckland, New Zealand（自动化与机器人工程科学中心，奥克兰大学，新西兰） ； New Dexterity research group, The University of Auckland, New Zealand（新灵活性研究组，奥克兰大学，新西兰） 纠错

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

RoboOS-NeXT: A Unified Memory-based Framework for Lifelong, Scalable, and Robust Multi-Robot Collaboration

Huajie Tan, Cheng Chi, Xiansheng Chen, Yuheng Ji, Zhongxia Zhao, Xiaoshuai Hao, Yaoxu Lyu, Mingyu Cao, Junkai Zhao, Huaihai Lyu, Enshen Zhou, Ning Chen, Yankai Fu, Cheng Peng, Wei Guo, Dong Liang, Zhuo Chen, Mengsi Lyu, Chenrui He, Yulong Ao, Yonghua Lin, Pengwei Wang, Zhongyuan Wang, Shanghang Zhang

机构 * State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University（1 多媒体信息处理国家重点实验室，计算机学院，北京大学） ； Beijing Academy of Artificial Intelligence（2 北京人工智能研究院） ； Institute of Automation, Chinese Academy of Sciences（3 中国科学院自动化研究所） ； Beihang University（4 北航大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；planning(abstract)；multi-agent(abstract)

Reflection on Data Storytelling Tools in the Generative AI Era from the Human-AI Collaboration Perspective

Haotian Li, Yun Wang, Huamin Qu

机构 * Microsoft Research Asia（微软亚洲研究院） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

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

Comments This paper is a sequel to the CHI 24 paper "Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration (https://doi.org/10.1145/3613904.3642726), aiming to refresh our understanding with the latest advancements. It is accepted at IEEE VIS 25

Engineering Social Optimality via Utility Shaping in Non-Cooperative Games under Incomplete Information and Imperfect Monitoring

David Smith, Jie Dong, Yizhou Yang

专题命中 记忆与上下文管理 ：agentic(abstract)

Identity Management for Agentic AI: The new frontier of authorization, authentication, and security for an AI agent world

Tobin South, Subramanya Nagabhushanaradhya, Ayesha Dissanayaka, Sarah Cecchetti, George Fletcher, Victor Lu, Aldo Pietropaolo, Dean H. Saxe, Jeff Lombardo, Abhishek Maligehalli Shivalingaiah, Stan Bounev, Alex Keisner, Andor Kesselman, Zack Proser, Ginny Fahs, Andrew Bunyea, Ben Moskowitz, Atul Tulshibagwale, Dazza Greenwood, Jiaxin Pei, Alex Pentland

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

Journal ref OpenID Foundation Whitepaper, 2025

AutoLibra: Agent Metric Induction from Open-Ended Human Feedback

Hao Zhu, Phil Cuvin, Xinkai Yu, Charlotte Ka Yee Yan, Jason Zhang, Diyi Yang

机构 * Stanford University（斯坦福大学） ； University of Toronto（多伦多大学） ； University of Pennsylvania（宾夕法尼亚大学） 纠错

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

Comments https://github.com/Open-Social-World/autolibra

IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction

Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Zoey Chen

机构 * Department of Computer Science University of Texas at Dallas（计算机科学系德克萨斯大学达拉斯分校） 纠错

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

Comments Accepted to ACL 2025 Findings

Life-cycle Modeling and the Walking Behavior of the Pedestrian-Group as an Emergent Agent: With Empirical Data on the Cohesion of the Group Formation

Saleh Albeaik, Mohamad Alrished, Faisal Alsallum

专题命中 Agent评测 ：agent(title,abstract)

Can Agent Conquer Web? Exploring the Frontiers of ChatGPT Atlas Agent in Web Games

Jingran Zhang, Ning Li, Justin Cui

机构 * UC San Deigo（圣德戈大学） ； UCLA（加州大学洛杉矶分校） 纠错

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

Context Engineering 2.0: The Context of Context Engineering

Qishuo Hua, Lyumanshan Ye, Dayuan Fu, Yang Xiao, Xiaojie Cai, Yunze Wu, Jifan Lin, Junfei Wang, Pengfei Liu

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

Monopoly Deal: A Benchmark Environment for Bounded One-Sided Response Games

Will Wolf

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

Comments 24 pages, 7 figures

Plasticity as the Mirror of Empowerment

David Abel, Michael Bowling, André Barreto, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh

机构 * Google DeepMind（谷歌DeepMind） 纠错

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

Comments NeurIPS 2025

Simulating and Experimenting with Social Media Mobilization Using LLM Agents

Sadegh Shirani, Mohsen Bayati

机构 * Graduate School of Business, Stanford University（斯坦福大学商学院） 纠错

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

Questionnaire meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and Responses

Duc-Hai Nguyen, Vijayakumar Nanjappan, Barry O'Sullivan, Hoang D. Nguyen

机构 * University College Cork（科克大学） 纠错

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

Comments 14 pages, 3 figures, 8 tables

Can AI be Accountable?

Andrew L. Kun

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

Comments To be published as a chapter in Daniele Quercia and Marios Constantinides (Eds.). Operationalizing Responsible AI. Cambridge University Press. Forthcoming

TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents

Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han

机构 * 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(abstract)；分类 cs.CL

Comments Source code: https://github.com/yzjiao/Text2DB

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents

Lingfei Qian, Xueqing Peng, Yan Wang, Vincent Jim Zhang, Huan He, Hanley Smith, Yi Han, Yueru He, Haohang Li, Yupeng Cao, Yangyang Yu, Alejandro Lopez-Lira, Peng Lu, Jian-Yun Nie, Guojun Xiong, Jimin Huang, Sophia Ananiadou

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Columbia University（哥伦比亚大学） ； Stevens Institute of Technology（史蒂文斯理工学院） ； University of Florida（佛罗里达大学） ； Harvard University（哈佛大学） ； National Centre for Text Mining, University of Manchester（曼彻斯特大学文本挖掘中心） 纠错

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

Dynamical symmetry breaking in Yang-Mills geometrodynamics

Alcides Garat

专题命中 Agent评测 ：agent(abstract)

Comments This is the published version of the manuscript. arXiv admin note: substantial text overlap with arXiv:1306.0602, arXiv:1306.2174, arXiv:gr-qc/0602049

Journal ref Gen Relativ Gravit (2019) 51: 147