AI Agent

Approximating the Mathematical Structure of Psychodynamics

Bryce-Allen Bagley, Navin Khoshnan

机构 * Stanford University（斯坦福大学） ； Mathematical Medicine Group（数学医学组） ； Department of Neurosurgery（神经外科系） ； Physician-Scientist Training Program（医师科学家培训计划） 纠错

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

When Intelligence Overloads Infrastructure: A Forecast Model for AI-Driven Bottlenecks

Gamal Refai-Ahmed, Mallik Tatipamula, Victor Zhirnov, Ahmed Refaey Hussein, Abdallah Shami

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

An MLCommons Scientific Benchmarks Ontology

Ben Hawks, Gregor von Laszewski, Matthew D. Sinclair, Marco Colombo, Shivaram Venkataraman, Rutwik Jain, Yiwei Jiang, Nhan Tran, Geoffrey Fox

机构 * AI Directorate Fermilab（AI部门费米实验室） ； Biocomplexity Institute University of Virginia（生物复杂性研究所弗吉尼亚大学） ； CS Dept University of Wisconsin-Madison（计算机科学系威斯康星大学麦迪逊分校） ； Discovery Partners Institute University of Illinois Urbana-Champaign（发现伙伴研究所伊利诺伊大学厄巴纳-香槟分校） ； Biocomplexity Institute（生物复杂性研究所） 纠错

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

Comments 16 Pages, 3 Figures

CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications

Raviraj Joshi, Rakesh Paul, Kanishk Singla, Anusha Kamath, Michael Evans, Katherine Luna, Shaona Ghosh, Utkarsh Vaidya, Eileen Long, Sanjay Singh Chauhan, Niranjan Wartikar

机构 * NVIDIA（英伟达） 纠错

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

NoteEx: Interactive Visual Context Manipulation for LLM-Assisted Exploratory Data Analysis in Computational Notebooks

Mohammad Hasan Payandeh, Lin-Ping Yuan, Jian Zhao

机构 * School of Computer Science\ of Waterloo Waterloo Ontario Canada ； The Hong Kong University of Science ； School of Computer Science\ of Waterloo 纠错

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

wdiexplorer: An R package Designed for Exploratory Analysis of World Development Indicators (WDI) Data

Oluwayomi Akinfenwa, Niamh Cahill, Catherine Hurley

专题命中 工作流自动化 ：workflow(abstract)

Video Dataset for Surgical Phase, Keypoint, and Instrument Recognition in Laparoscopic Surgery (PhaKIR)

Tobias Rueckert, Raphaela Maerkl, David Rauber, Leonard Klausmann, Max Gutbrod, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm

机构 * Regensburg Medical Image Computing (ReMIC), OTH Regensburg（雷根斯堡医学影像计算中心（ReMIC）） ； Regensburg Center of Biomedical Engineering (RCBE), OTH Regensburg（雷根斯堡生物医学工程中心（RCBE）） ； Regensburg University（雷根斯堡大学） ； Regensburg Center of Health Sciences（雷根斯堡健康科学中心） ； Technical University of Munich (TUM)（慕尼黑技术大学） ； TUM University Hospital（慕尼黑技术大学医院） ； Biomedical Image Analysis Group, Department of Computing, Imperial College London（生物医学影像分析组，计算部门，伦敦帝国学院） ； Research Group MITI, TUM University Hospital, School of Medicine（MITI研究组，慕尼黑技术大学医院，医学学院） ； Department of Surgery, TUM University Hospital, School of Medicine（外科部门，慕尼黑技术大学医院，医学学院） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 9 pages, 5 figures, 4 tables

TumorMap: A Laser-based Surgical Platform for 3D Tumor Mapping and Fully-Automated Tumor Resection

Guangshen Ma, Ravi Prakash, Beatrice Schleupner, Jeffrey Everitt, Arpit Mishra, Junqin Chen, Brian Mann, Boyuan Chen, Leila Bridgeman, Pei Zhong, Mark Draelos, William C. Eward, Patrick J. Codd

机构 * Thomas Lord Department of Mechanical Engineering and Materials Science, Duke University（杜克大学机械工程与材料科学系） ； Department of Robotics, University of Michigan, Ann Arbor（密歇根大学机器人学系） ； Department of Orthopaedic Surgery, School of Medicine, Duke University（杜克大学骨科手术系） ； Department of Pathology, School of Medicine, Duke University（杜克大学病理学系） ； Department of Ophthalmology and Visual Sciences, University of Michigan Medical School, Ann Arbor（密歇根大学医学学院眼科与视觉科学系） ； Department of Neurosurgery, School of Medicine, Duke University（杜克大学神经外科系） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 41 pages, 25 figures

FilletRec: A Lightweight Graph Neural Network with Intrinsic Features for Automated Fillet Recognition

Jiali Gao, Taoran Liu, Hongfei Ye, Jianjun Chen

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； State Key Lab of CAD&CG, Zhejiang University（浙江大学计算机辅助设计与图形学国家重点实验室） ； School of Aeronautics and Astronautics, Zhejiang University（浙江大学航空航天学院） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Using language models to label clusters of scientific documents

Dakota Murray, Chaoqun Ni, Weiye Gu, Trevor Hubbard

专题命中 工作流自动化 ：workflow(abstract)

Comments 36 pages, 2 figures

WebVIA: A Web-based Vision-Language Agentic Framework for Interactive and Verifiable UI-to-Code Generation

Mingde Xu, Zhen Yang, Wenyi Hong, Lihang Pan, Xinyue Fan, Yan Wang, Xiaotao Gu, Bin Xu, Jie Tang

机构 * Faculty of Mathematics, University of Waterloo（滑铁卢大学数学系） ； The Knowledge Engineering Group (KEG), Tsinghua University（清华大学知识工程集团） ； Zhipu AI（智谱AI） 纠错

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

Comments 36 pages, 30 figures

Automating Hardware Design and Verification from Architectural Papers via a Neural-Symbolic Graph Framework

Haoyue Yang, Xuanle Zhao, Yujie Liu, Zhuojun Zou, Kailin Lyu, Changchun Zhou, Yao Zhu, Jie Hao

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Peking University（北京大学） ； Zhejiang University（浙江大学） 纠错

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

Comments Preprint Version, Work in Progress

Logic Distillation: Learning from Code Function by Function for Decision-making Tasks

Dong Chen, Shilin Zhang, Fei Gao, Yueting Zhuang, Siliang Tang, Qidong Liu, Mingliang Xu

机构 * The School of Computer and Artificial Intelligence of Zhengzhou University（郑州大学计算机与人工智能学院） ； Engineering Research Center of Intelligent Swarm Systems, Ministry of Education（教育部智能群体系统工程研究中心） ； National Supercomputing Center In Zhengzhou（郑州国家超级计算中心） ； Zhejiang University（浙江大学） 纠错

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

Comments 9 pages, 7 figures

Retuve: Automated Multi-Modality Analysis of Hip Dysplasia with Open Source AI

Adam McArthur, Stephanie Wichuk, Stephen Burnside, Andrew Kirby, Alexander Scammon, Damian Sol, Abhilash Hareendranathan, Jacob L. Jaremko

机构 * Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 2R3, Canada（放射学与诊断影像学系，阿尔伯塔大学，爱德蒙顿，AB T6G 2R3，加拿大） ； Department of Radiology, NHS Lothian, Edinburgh, EH16 4SA, United Kingdom（放射学系，NHS洛锡安，爱丁堡，EH16 4SA，英国） ； Insight Softmax Consulting, 4 Embarcadero Center, Suite 1400 San Francisco, CA 94111（Insight Softmax咨询公司，4 Embarcadero中心，Suite 1400，旧金山，CA 94111） 纠错

专题命中 软件智能体 ：workflow(abstract)

Comments 12 pages, 7 figures, submitted to Software Impacts

AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance

Yuyang Zhao, Wentao Shi, Fuli Feng, Xiangnan He

机构 * University of Science and Technology of China（中国科学技术大学） 纠错

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

Comments Accepted at CIKM 2025. 10 pages, 5 figures. Our code is available at: https://github.com/LaoKuiZe/AppAgent-Pro. The demonstration video could be found at: https://www.dropbox.com/scl/fi/hvzqo5vnusg66srydzixo/AppAgent-Pro-demo-video.mp4?rlkey=o2nlfqgq6ihl125mcqg7bpgqu&st=d29vrzii&dl=0

Journal ref Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), ACM, 2025

AUTO-Explorer: Automated Data Collection for GUI Agent

Xiangwu Guo, Difei Gao, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（新加坡国立大学展示实验室） 纠错

专题命中 GUI与网页智能体 ：agent(title)；分类 cs.AI

GUI-360$^\circ$: A Comprehensive Dataset and Benchmark for Computer-Using Agents

Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

机构 * Nanjing University（南京大学） ； Microsoft（微软） ； ZJU-UIUC（浙大-UIUC） ； Peking University（北京大学） 纠错

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

The Dark Side of Rich Rewards: Understanding and Mitigating Noise in VLM Rewards

Sukai Huang, Shu-Wei Liu, Nir Lipovetzky, Trevor Cohn

机构 * Google DeepMind（谷歌DeepMind） 纠错

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

Comments accepted by PRL Workshop Series @ ICAPS 2025. 11 main body pages, 21 appendix pages

MemoriesDB: A Temporal-Semantic-Relational Database for Long-Term Agent Memory / Modeling Experience as a Graph of Temporal-Semantic Surfaces

Joel Ward

机构 * CircleClick Labs（CircleClick实验室） 纠错

专题命中 记忆与上下文管理 ：agent(title)；分类 cs.AI

Adaptive Agent Selection and Interaction Network for Image-to-point cloud Registration

Zhixin Cheng, Xiaotian Yin, Jiacheng Deng, Bohao Liao, Yujia Chen, Xu Zhou, Baoqun Yin, Tianzhu Zhang

专题命中 记忆与上下文管理 ：agent(title)；分类 cs.AI

Comments Accepted by AAAI2026

Learning to Focus: Prioritizing Informative Histories with Structured Attention Mechanisms in Partially Observable Reinforcement Learning

Daniel De Dios Allegue, Jinke He, Frans A. Oliehoek

机构 * Delft University of Technology（代尔夫特理工大学） 纠错

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

Comments Accepted to Embodied World Models for Decision Making (EWM) Workshop at NeurIPS 2025

Reinforcement Learning of Structured Control for Linear Systems with Unknown State Matrix

Sayak Mukherjee, Thanh Long Vu

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

Comments 13 pages, 7 figures

Journal ref IEEE Transactions on Automatic Control ( Volume: 68, Issue: 3, March 2023)

Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving

Bin Rao, Chengyue Wang, Haicheng Liao, Qianfang Wang, Yanchen Guan, Jiaxun Zhang, Xingcheng Liu, Meixin Zhu, Kanye Ye Wang, Zhenning Li

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

Comments Accepted at AAAI-26 (AAAI 2026), Main Track

Intent Demonstration in General-Sum Dynamic Games via Iterative Linear-Quadratic Approximations

Jingqi Li, Anand Siththaranjan, Somayeh Sojoudi, Claire Tomlin, Andrea Bajcsy

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

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation

Yuxuan Zhou, Tao Yu, Wen Huang, Yuheng Zhang, Tao Dai, Shu-Tao Xia

专题命中 记忆与上下文管理 ：agent(abstract)

Fiedler-Based Characterization and Identification of Leaders in Semi-Autonomous Networks

Evyatar Matmon, Daniel Zelazo

专题命中 记忆与上下文管理 ：agent(abstract)

Optimal Strategy Revision in Population Games: A Mean Field Game Theory Perspective

Julian Barreiro-Gomez, Shinkyu Park

专题命中 记忆与上下文管理 ：agent(abstract)

Mean Field LQG Social Optimization: A Reinforcement Learning Approach

Zhenhui Xu, Bing-Chang Wang, Tielong Shen

专题命中 记忆与上下文管理 ：agent(abstract)

Comments 16 pages

Journal ref Automatica 172 (2025): 111924

SOCIA-Nabla: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation

Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D. Salim

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

Comments superseded by newest version of arXiv:2505.12006

Auditing M-LLMs for Privacy Risks: A Synthetic Benchmark and Evaluation Framework

Junhao Li, Jiahao Chen, Zhou Feng, Chunyi Zhou

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

Comments 14 pages, 3 figures; Accepted by MMM 2026; Complete version in progress. Dataset available at https://huggingface.co/datasets/xaddh/multimodal-privacy