AI Agent

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation

Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； The Ohio State University（俄亥根州立大学） 纠错

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

Comments 34 pages, 8 figures

Journal ref Transactions in GIS, 2025

MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries

François Grolleau, Emily Alsentzer, Timothy Keyes, Philip Chung, Akshay Swaminathan, Asad Aali, Jason Hom, Tridu Huynh, Thomas Lew, April S. Liang, Weihan Chu, Natasha Z. Steele, Christina F. Lin, Jingkun Yang, Kameron C. Black, Stephen P. Ma, Fateme N. Haredasht, Nigam H. Shah, Kevin Schulman, Jonathan H. Chen

机构 * Center for Biomedical Informatics Research, Stanford University（生物医学信息学研究所在斯坦福大学） ； Department of Biomedical Data Science, Stanford University（生物医学数据科学系，斯坦福大学） ； Stanford Health Care（斯坦福健康中心） ； Department of Anesthesiology and Pain Medicine, Stanford Medicine（麻醉与疼痛医学系，斯坦福医学院） ； Department of Radiology, Stanford University（放射科，斯坦福大学） ； Stanford Clinical Excellence Research Center, Stanford University（斯坦福临床卓越研究中心，斯坦福大学） ； Department of Medicine, Stanford University（医学系，斯坦福大学） 纠错

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

Towards Log Analysis with AI Agents: Cowrie Case Study

Enis Karaarslan, Esin Güler, Efe Emir Yüce, Cagatay Coban

机构 * MSKÜ Engineering Faculty, Department of Computer Engineering, Türkiye（MSKÜ工程学院计算机工程系） ； MSKÜ Institute of Science, Deparment of AI（MSKÜ科学研究院人工智能系） 纠错

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

Workflow for High-Fidelity Dynamic Analysis of Structures with Pile Foundation

Amin Pakzad, Pedro Arduino, Wenyang Zhang, Ertugrul Tacirouglu

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 8 pages, 20 figures, conference paper, Proceedings of the XVII PCSMGE

Journal ref Proceedings of the 17th Pan-American Conference on Soil Mechanics and Geotechnical Engineering, 2024, 1733-1740

Using a Large Language Model to generate a Design Structure Matrix

Edwin C. Y. Koh

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

Comments 16 pages, 7 Figures, 6 Tables

Journal ref Natural Language Processing Journal, Vol. 9, 2024, Article 100103

ForensicsData: A Digital Forensics Dataset for Large Language Models

Youssef Chakir, Iyad Lahsen-Cherif

机构 * INPT, CS department, Rabat, Morocco（INPT计算机科学系，摩洛哥拉巴特） 纠错

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

Comments Accepted to WiMob 2025 (21st International Conference on Wireless and Mobile Computing, Networking and Communications), Marrakesh, Morocco, Oct 20-22, 2025. 6 pages, 5 figures, 5 tables. IEEEtran conference format

VILOD: A Visual Interactive Labeling Tool for Object Detection

Isac Holm

机构 * Masters Degree Project（硕士学位项目） 纠错

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

Comments Master's project

A novel biomass fluidized bed gasification model coupled with machine learning and CFD simulation

Chun Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Towards Accurate and Scalable High-throughput MOF Adsorption Screening: Merging Classical Force Fields and Universal Machine Learned Interatomic Potentials

Satyanarayana Bonakala, Mohammad Wahiduzzaman, Taku Watanabe, Karim Hamzaoui, Guillaume Maurin

专题命中 工作流自动化 ：workflow(abstract)

Preacher: Paper-to-Video Agentic System

Jingwei Liu, Ling Yang, Hao Luo, Fan Wang, Hongyan Li, Mengdi Wang

机构 * School of Intelligence Science and Technology, Peking University（北京理工大学智能科学与技术学院） ； DAMO Academy, Alibaba group（阿里巴巴集团大模型研究院） ； Hupan Lab（虎扑实验室） ； National Key Laboratory of General Artificial Intelligence, Peking University（北京人工智能 general artificial intelligence 国家重点实验室） ； Department of Electrical and Computer Engineering, Princeton University（普林斯顿大学电气与计算机工程系） 纠错

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

Comments ICCV 2025. Code: https://github.com/Gen-Verse/Paper2Video

CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives

Armin Saghafian, Amirmohammad Izadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah

机构 * Sharif University of Technology（谢里夫理工大学） 纠错

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

Comments Accepted to TMLR 2025

Offline vs. Online Learning in Model-based RL: Lessons for Data Collection Strategies

Jiaqi Chen, Ji Shi, Cansu Sancaktar, Jonas Frey, Georg Martius

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

Comments Accepted at Reinforcement Learning Conference (RLC 2025); Code available at: https://github.com/swsychen/Offline_vs_Online_in_MBRL

Aligning Requirement for Large Language Model's Code Generation

Zhao Tian, Junjie Chen

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments Accepted by ICSE 2026

Skill-Nav: Enhanced Navigation with Versatile Quadrupedal Locomotion via Waypoint Interface

Dewei Wang, Chenjia Bai, Chenhui Li, Jiyuan Shi, Yan Ding, Chi Zhang, Bin Zhao

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

专题命中 GUI与网页智能体 ：planning(abstract)

Comments 17pages, 6 figures

AxelSMOTE: An Agent-Based Oversampling Algorithm for Imbalanced Classification

Sukumar Kishanthan, Asela Hevapathige

机构 * Dialog Axiata PLC（Dialog Axiata公司） ； School of Computing, Australian National University（澳大利亚国立大学计算机学院） 纠错

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

Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent

Chunlong Wu, Ye Luo, Zhibo Qu, Min Wang

机构 * Tongji University（同济大学） 纠错

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

MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media

Rui Lu, Jinhe Bi, Yunpu Ma, Feng Xiao, Yuntao Du, Yijun Tian

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

Livia: An Emotion-Aware AR Companion Powered by Modular AI Agents and Progressive Memory Compression

Rui Xi, Xianghan Wang

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

Comments Accepted to the Proceedings of the 2025 International Conference on Artificial Intelligence and Virtual Reality (AIVR 2025). \c{opyright} 2025 Springer. This is the author-accepted manuscript. Rui Xi and Xianghan Wang contributed equally to this work. The final version will be available via SpringerLink

REMI: A Novel Causal Schema Memory Architecture for Personalized Lifestyle Recommendation Agents

Vishal Raman, Vijai Aravindh R, Abhijith Ragav

机构 * Radian Group Inc.（Radian集团） ； Sri Sivasubramaniya Nadar College Of Engineering（Sri Sivasubramaniya纳达尔工程学院） ； Amazon（亚马逊） 纠错

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

Comments 8 pages, 2 figures, Accepted at the OARS Workshop, KDD 2025, Paper link: https://oars-workshop.github.io/papers/Raman2025.pdf

Vanishing Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems

Katayoun Eshkofti, Matthieu Barreau

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

A Theoretical Justification for Asymmetric Actor-Critic Algorithms

Gaspard Lambrechts, Damien Ernst, Aditya Mahajan

机构 * Montefiore Institute, University of Liège（利根大学蒙特菲尔研究所） ； Department of Electrical and Computer Engineering, McGill University（麦吉尔大学电气与计算机工程系） 纠错

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

Comments 8 pages, 31 pages total

Journal ref International Conference on Machine Learning, 2025

State of the Art on Artificial Intelligence Resources for Interaction Media Design in Digital Cultural Heritage

Manuele Veggi

专题命中 记忆与上下文管理 ：workflow(abstract)

Journal ref In S. Campana et al. (eds.), Digital Heritage, The Eurographics Association (2025)

Confinement and Activity-Driven Dynamics of Semiflexible Polymers in Motility Assays

Sandip Roy, Abhishek Chaudhuri, Anil Kumar Dasanna

专题命中 记忆与上下文管理 ：agent(abstract)

The Recursive Panopticon Hypothesis

Xiaoyu Yan

专题命中 记忆与上下文管理 ：agent(abstract)

Comments This manuscript is being withdrawn at the author's request due to concerns regarding the improper use of AI tools in its preparation, which does not align with standards of academic transparency. The author takes full responsibility for this oversight

Context-Adaptive Hearing Aid Fitting Advisor through Multi-turn Multimodal LLM Conversation

Yingke Ding, Zeyu Wang, Xiyuxing Zhang, Hongbin Chen, Zhenan Xu

专题命中 Agent评测 ：agent(abstract)；workflow(abstract)；agentic(abstract)；multi-agent(abstract)

Comments Ubicomp Companion 2025

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

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

Kevin Pu, Daniel Lazaro, Ian Arawjo, Haijun Xia, Ziang Xiao, Tovi Grossman, Yan Chen

机构 * University of Toronto（多伦多大学） ； University of California San Diego（加州大学圣地亚哥分校） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Learning agent-based approach to the characterization of open quantum systems

Lorenzo Fioroni, Ivan Rojkov, Florentin Reiter

专题命中 Agent评测 ：agent(title,abstract)

Comments 13 pages, 9 figures

Journal ref Phys. Rev. Applied 24, 034011 (2025)

TalkToAgent: A Human-centric Explanation of Reinforcement Learning Agents with Large Language Models

Haechang Kim, Hao Chen, Can Li, Jong Min Lee

机构 * Department of Chemical and Biological Engineering, Seoul National University, Republic of Korea（化学与生物工程系，首尔国立大学） ； Davidson School of Chemical Engineering, Purdue University, United States（化学工程大卫森学院，普渡大学） 纠错

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

Comments 31 pages total

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective

Yiqun Zhang, Xiaocui Yang, Xingle Xu, Zeran Gao, Yijie Huang, Shiyi Mu, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song, Ge Yu

机构 * Northeastern University, China（东北大学） ； Alibaba Group, Hangzhou, China（阿里巴巴集团） 纠错

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

Comments Compared with the previous version, reinforcement learning has been added (as a new section), including RLHF, RLVR, and RLAIF