AI Agent

Journalism-Guided Agentic In-Context Learning for News Stance Detection

Dahyun Lee, Jonghyeon Choi, Jiyoung Han, Kunwoo Park

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

Comments EMNLP 2025 (24 pages)

Ticket-Bench: A Kickoff for Multilingual and Regionalized Agent Evaluation

Thales Sales Almeida, João Guilherme Alves Santos, Thiago Laitz, Giovana Kerche Bonás

机构 * Institute of Computing (IC) State University of Campinas（计算学院（IC）坎皮纳斯州立大学） 纠错

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

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals

Cheng Chen, Haiyan Yin, Ivor Tsang

机构 * Australian Artificial Intelligence Institute (AAII), University of Technology Sydney, Australia（澳大利亚人工智能研究所（AAII）、悉尼技术大学） ； Centre for Frontier AI Research, Institute of High Performance Computing（前沿人工智能研究中心、高性能计算研究所） ； Agency for Science, Technology and Research, Singapore（科技研究局（新加坡）） ； College of Computing and Data Science, Nanyang Technological University, Singapore（计算与数据科学学院、南洋理工大学） 纠错

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

Comments 11 pages, 10 figures

Journal ref Published ICLR 2025 Workshop on Scaling Self-Improving Foundation Models without Human Supervision

Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent

Issue Yishu Wang, Kakam Chong, Xiaofeng Wang, Xu Yan, DeXin Kong, Chen Ju, Ming Chen, Shuai Xiao, Shuguang Han, jufeng chen

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Tsinghua University（清华大学） ； Shanghai Jiao Tong University（上海交通大学） ； Alibaba Group（阿里巴巴集团） 纠错

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

Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain

Kai Hu, Parfait Atchade-Adelomou, Carlo Adornetto, Adrian Mora-Carrero, Luis Alonso-Pastor, Ariel Noyman, Yubo Liu, Kent Larson

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

Simulacra Naturae: Generative Ecosystem driven by Agent-Based Simulations and Brain Organoid Collective Intelligence

Nefeli Manoudaki, Mert Toka, Iason Paterakis, Diarmid Flatley

机构 * Media Arts & Technology UC Santa Barbara（媒体艺术与技术大学圣芭芭拉分校） 纠错

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

Comments to be published in IEEE VISAP 2025

HCQA: Hybrid Classical-Quantum Agent for Generating Optimal Quantum Sensor Circuits

Ahmad Alomari, Sathish A. P. Kumar

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

Comments 9 pages, 9 figures

Designing Dynamic Pricing for Bike-sharing Systems via Differentiable Agent-based Simulation

Tatsuya Mitomi, Fumiyasu Makinoshima, Fumiya Makihara, Eigo Segawa

机构 * Fujitsu Limited（富士通株式会社） 纠错

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

Comments The typo in the author's name has been corrected

SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking

Xiangyang Zhu, Yuan Tian, Chunyi Li, Kaiwei Zhang, Wei Sun, Guangtao Zhai

机构 * Shanghai AI Lab（上海人工智能实验室） ； East China Normal University（东华大学） 纠错

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

Comments Code and dataset are available at https://github.com/yangyangyang127/SafetyFlow

Reliability, Embeddedness, and Agency: A Utility-Driven Mathematical Framework for Agent-Centric AI Adoption

Faruk Alpay, Taylan Alpay

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

Comments 17 pages, 7 figures, 4 tables

Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework

Zheye Deng, Chunkit Chan, Tianshi Zheng, Wei Fan, Weiqi Wang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

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

Comments Under Review

webMCP: Efficient AI-Native Client-Side Interaction for Agent-Ready Web Design

D. Perera

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

BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Zijian Chen, Xueguang Ma, Shengyao Zhuang, Ping Nie, Kai Zou, Andrew Liu, Joshua Green, Kshama Patel, Ruoxi Meng, Mingyi Su, Sahel Sharifymoghaddam, Yanxi Li, Haoran Hong, Xinyu Shi, Xuye Liu, Nandan Thakur, Crystina Zhang, Luyu Gao, Wenhu Chen, Jimmy Lin

机构 * University of Waterloo（滑铁卢大学） ； CSIRO（澳大利亚联邦科学与工业研究组织） ； Independent（独立研究者） ； Carnegie Mellon University（卡内基梅隆大学） ； The University of Queensland（昆士兰大学） 纠错

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

The Term 'Agent' Has Been Diluted Beyond Utility and Requires Redefinition

Brinnae Bent

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

Comments Accepted to AIES 2025

The influence of persona and conversational task on social interactions with a LLM-controlled embodied conversational agent

Leon O. H. Kroczek, Alexander May, Selina Hettenkofer, Andreas Ruider, Bernd Ludwig, Andreas Mühlberger

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

Comments 11 pages, 5 figures

Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals

Junyan Liu, Arnab Maiti, Artin Tajdini, Kevin Jamieson, Lillian J. Ratliff

机构 * Paul G. Allen School of Computer Science \& Engineering, University of Washington, Seattle, USA ； Department of Electrical ； Computer Engineering, University of Washington, Seattle, USA 纠错

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

Comments To appear at ICML 2025

Simulating Human Behavior with the Psychological-mechanism Agent: Integrating Feeling, Thought, and Action

Qing Dong, Pengyuan Liu, Dong Yu, Chen Kang

机构 * Beijing Language and Culture University（北京语言大学） 纠错

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

Evaluating Social Acceptance of eXtended Reality (XR) Agent Technology: A User Study (Extended Version)

Megha Quamara, Viktor Schmuck, Cristina Iani, Axel Primavesi, Alexander Plaum, Luca Vigano

机构 * Department of Informatics, King’s College London（信息学院，伦敦国王学院） ； Department of Engineering, King’s College London（工程学院，伦敦国王学院） ； Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia（外科、医学、牙科和形态学科学系，摩德纳和雷吉奥艾米利亚大学） ； Deutsche Welle（德国之声） 纠错

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

Comments 26 pages (18 pages main body, 8 pages user consent form), 3 figures, 7 tables

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review

Sai Zhang, Zhenchang Xing, Jieshan Chen, Dehai Zhao, Zizhong Zhu, Xiaowang Zhang, Zhiyong Feng, Xiaohong Li

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

Autonomy for Older Adult-Agent Interaction

Jiaxin An

机构 * The University of Texas at Austin（德克萨斯大学） 纠错

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

Comments 7 pages

To Trade or Not to Trade: An Agentic Approach to Estimating Market Risk Improves Trading Decisions

Dimitrios Emmanoulopoulos, Ollie Olby, Justin Lyon, Namid R. Stillman

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

Comments 31 pages, 7 figures, 3 tables

SurgVisAgent: Multimodal Agentic Model for Versatile Surgical Visual Enhancement

Zeyu Lei, Hongyuan Yu, Jinlin Wu, Zhen Chen

机构 * University of Chinese Academy of Sciences Multimedia Department, Xiaomi Inc Chinese Academy of Sciences, Institute of Automation Hong Kong Institute of Science \& Innovation, Chinese Academy of Sciences 纠错

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

Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems

Yucheng Cai, Yuxuan Wu, Yi Huang, Junlan Feng, Zhijian Ou

机构 * EE Department, Tsinghua University（清华大学电子工程系） ； China Mobile Research Institute（中国移动研究院） 纠错

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

$C^3$-Bench: The Things Real Disturbing LLM based Agent in Multi-Tasking

Peijie Yu, Yifan Yang, Jinjian Li, Zelong Zhang, Haorui Wang, Xiao Feng, Feng Zhang

机构 * Tencent HunYuan Team（腾讯文言团队） 纠错

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

Performance improvement of spatial semantic segmentation with enriched audio features and agent-based error correction for DCASE 2025 Challenge Task 4

Jongyeon Park, Joonhee Lee, Do-Hyeon Lim, Hong Kook Kim, Hyeongcheol Geum, Jeong Eun Lim

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

Comments DCASE 2025 challenge Task4, 5 pages

CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities

Yuxuan Zhu, Antony Kellermann, Dylan Bowman, Philip Li, Akul Gupta, Adarsh Danda, Richard Fang, Conner Jensen, Eric Ihli, Jason Benn, Jet Geronimo, Avi Dhir, Sudhit Rao, Kaicheng Yu, Twm Stone, Daniel Kang

机构 * University of Illinois, Urbana-Champaign, USA（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Comments 15 pages, 4 figures, 5 tables

Because we have LLMs, we Can and Should Pursue Agentic Interpretability

Been Kim, John Hewitt, Neel Nanda, Noah Fiedel, Oyvind Tafjord

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

MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents

Kaijie Zhu, Xianjun Yang, Jindong Wang, Wenbo Guo, William Yang Wang

机构 * University of California, Santa Barbara（加州大学圣巴巴拉分校） 纠错

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

Comments ICML 2025

FREIDA: A Framework for developing quantitative agent based models based on qualitative expert knowledge

Frederike Oetker, Vittorio Nespeca, Rick Quax

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

Comments 26 pages, 4 figures, 15 tables, Appendix I-II

Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms

Jared Claypoole, Steven Cheung, Ashish Gehani, Vinod Yegneswaran, Ahmad Ridley

机构 * SRI（SRI研究院） ； Laboratory for Advanced Cybersecurity Research（高级网络安全研究实验室） 纠错

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

Journal ref The AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS), March 2025