AI Agent

Exploiting Local Observations for Robust Robot Learning

Wenshuai Zhao, Eetu-Aleksi Rantala, Sahar Salimpour, Zhiyuan Li, Joni Pajarinen, Jorge Peña Queralta

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

Comments 8 pages, 8 figures

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering

Mattia Di Profio, Mingjun Zhong, Yaji Sripada, Marcel Jaspars

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

Theoretical Foundations and Mitigation of Hallucination in Large Language Models

Esmail Gumaan

机构 * Department of Computer Science, University of Sana'a（桑加大学计算机科学系） 纠错

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

Comments 12 pages

Human-in-the-Loop Local Corrections of 3D Scene Layouts via Infilling

Christopher Xie, Armen Avetisyan, Henry Howard-Jenkins, Yawar Siddiqui, Julian Straub, Richard Newcombe, Vasileios Balntas, Jakob Engel

机构 * Meta Reality Labs（Meta现实实验室） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments Project page: https://www.projectaria.com/scenescript/

SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Han Li, Yuling Shi, Shaoxin Lin, Xiaodong Gu, Heng Lian, Xin Wang, Yantao Jia, Tao Huang, Qianxiang Wang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei（华为） ； Xidian University（西安电子科技大学） 纠错

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

Comments Our code and data are available at https://github.com/YerbaPage/SWE-Debate

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

Trae Research Team, Pengfei Gao, Zhao Tian, Xiangxin Meng, Xinchen Wang, Ruida Hu, Yuanan Xiao, Yizhou Liu, Zhao Zhang, Junjie Chen, Cuiyun Gao, Yun Lin, Yingfei Xiong, Chao Peng, Xia Liu

机构 * Trae Research（Trae研究） 纠错

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

Comments Pengfei Gao and Zhao Tian contributed equally to this technical report

Collaboration is all you need: LLM Assisted Safe Code Translation

Rabimba Karanjai, Sam Blackshear, Lei Xu, Weidong Shi

机构 * University Of Houston（休斯顿大学） ； Mysten Labs（Mysten实验室） ； Kent State University（肯特州立大学） 纠错

专题命中 软件智能体 ：agent(abstract)；multi-agent(abstract)；分类 cs.AI、cs.CL、cs.SE

Beyond Rigid AI: Towards Natural Human-Machine Symbiosis for Interoperative Surgical Assistance

Lalithkumar Seenivasan, Jiru Xu, Roger D. Soberanis Mukul, Hao Ding, Grayson Byrd, Yu-Chun Ku, Jose L. Porras, Masaru Ishii, Mathias Unberath

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Johns Hopkins Applied Physics Laboratory（约翰霍普金斯应用物理实验室） ； Johns Hopkins Medical Institutions（约翰霍普金斯医学机构） 纠错

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Phi-Ground Tech Report: Advancing Perception in GUI Grounding

Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo

机构 * Microsoft（微软） 纠错

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

SHINE: Social Homology Identification for Navigation in Crowded Environments

Diego Martinez-Baselga, Oscar de Groot, Luzia Knoedler, Luis Riazuelo, Javier Alonso-Mora, Luis Montano

机构 * University of Zaragoza（萨拉戈萨大学） ； Delft University of Technology（代尔夫特理工大学） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)

Comments This paper has been accepted for publication at The International Journal of Robotics Research. Please, when citing the paper, refer to the official manuscript with the following DOI: 10.1177/02783649251344639

Cultural Bias in Large Language Models: Evaluating AI Agents through Moral Questionnaires

Simon Münker

机构 * Tier University（Tier大学） 纠错

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

Comments 15pages, 1 figure, 2 tables

Journal ref Proceedings of 0th Symposium on Moral and Legal AI Alignment of the IACAP/AISB Conference, 2025

MemoCue: Empowering LLM-Based Agents for Human Memory Recall via Strategy-Guided Querying

Qian Zhao, Zhuo Sun, Bin Guo, Zhiwen Yu

机构 * Northwestern Polytechnical University（西北工业大学） 纠错

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

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

Jianghui Wang, Vinay Joshi, Saptarshi Majumder, Xu Chao, Bin Ding, Ziqiong Liu, Pratik Prabhanjan Brahma, Dong Li, Zicheng Liu, Emad Barsoum

机构 * Advanced Micro Devices, Inc.（先进微器件公司） 纠错

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

Voice-guided Orchestrated Intelligence for Clinical Evaluation (VOICE): A Voice AI Agent System for Prehospital Stroke Assessment

Julian Acosta, Scott Adams, Julius Kernbach, Romain Hardy, Sung Eun Kim, Luyang Luo, Xiaoman Zhang, Shreya Johri, Mohammed Baharoon, Pranav Rajpurkar

机构 * Harvard Medical School（哈佛医学院） ； University of Saskatchewan（萨斯喀彻温大学） ； University Hospital Heidelberg (UKHD)（海德堡大学医院（UKHD）） 纠错

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

FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Lingfeng Zeng, Fangqi Lou, Zixuan Wang, Jiajie Xu, Jinyi Niu, Mengping Li, Yifan Dong, Qi Qi, Wei Zhang, Ziwei Yang, Jun Han, Ruilun Feng, Ruiqi Hu, Lejie Zhang, Zhengbo Feng, Yicheng Ren, Xin Guo, Zhaowei Liu, Dongpo Cheng, Weige Cai, Liwen Zhang

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

AI Agents and the Attention Lemons Problem in Two-Sided Ad Markets

Md Mahadi Hasan

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

Comments 20 pages

RAVine: Reality-Aligned Evaluation for Agentic Search

Yilong Xu, Xiang Long, Zhi Zheng, Jinhua Gao

机构 * ModelBest Inc.（ModelBest公司） 纠错

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

ELMES: An Automated Framework for Evaluating Large Language Models in Educational Scenarios

Shou'ang Wei, Xinyun Wang, Shuzhen Bi, Jian Chen, Ruijia Li, Bo Jiang, Xin Lin, Min Zhang, Yu Song, BingDong Li, Aimin Zhou, Hao Hao

机构 * Shanghai Innavation Institute（上海创新研究院） ； Shanghai Institute of AI for Education（上海人工智能教育研究院） ； Department of Educational Information Technology（教育信息技术系） ； School of Computer Science and Technology（计算机科学与技术学院） 纠错

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

ChatVis: Large Language Model Agent for Generating Scientific Visualizations

Tom Peterka, Tanwi Mallick, Orcun Yildiz, David Lenz, Cory Quammen, Berk Geveci

专题命中 Agent评测 ：agent(title)

AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents

Haoyu Wang, Christopher M. Poskitt, Jun Sun

机构 * Singapore Management University（新加坡管理大学） 纠错

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

Comments Accepted by the 48th IEEE/ACM International Conference on Software Engineering (ICSE 2026)

A Theoretical Framework for Explaining Reinforcement Learning with Shapley Values

Daniel Beechey, Thomas M. S. Smith, Özgür Şimşek

机构 * University of Bath（巴斯大学） 纠错

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

Chatting with your ERP: A Recipe

Jorge Ruiz Gómez, Lidia Andrés Susinos, Jorge Alamo Olivé, Sonia Rey Osorno, Manuel Luis Gonzalez Hernández

机构 * Instituto Tecnológico de Castilla y León（卡斯蒂利亚-莱昂技术学院） 纠错

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

Comments 11 pages, includes 3 tables summarizing schema and model performance. Submitted on July 31, 2025. Targets integration of LLM agents with ERP systems using open-weight models and Ollama deployment

RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems

Luyu Chen, Quanyu Dai, Zeyu Zhang, Xueyang Feng, Mingyu Zhang, Pengcheng Tang, Xu Chen, Yue Zhu, Zhenhua Dong

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学光明学院） ； Huawei Noah's Ark Lab（华为诺亚实验室） ； Huawei Technologies Ltd.（华为技术有限公司） 纠错

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

Comments Accepted by TheWebConf'25 Industry Track

EP-Diffuser: An Efficient Diffusion Model for Traffic Scene Generation and Prediction via Polynomial Representations

Yue Yao, Mohamed-Khalil Bouzidi, Daniel Goehring, Joerg Reichardt

机构 * Department of Mathematics and Computer Science, Freie Universität Berlin（数学与计算机科学系，柏林自由大学） ； Continental Automotive GmbH（大陆汽车股份有限公司） 纠错

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

Online Combinatorial Allocation with Interdependent Values

Michal Feldman, Simon Mauras, Divyarthi Mohan, Rebecca Reiffenhäuser

专题命中 Agent评测 ：agent(abstract)