arXivDaily arXiv每日学术速递 周一至周五更新

AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-10-21 至 2025-10-21 共收录 149 信号源:cs.AI, cs.CL, cs.LG, cs.SE

1. 工作流自动化 19 篇

2508.14111 2025-10-21 cs.LG 83%

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery

Jiaqi Wei, Yuejin Yang, Xiang Zhang, Yuhan Chen, Xiang Zhuang, Zhangyang Gao, Dongzhan Zhou, Guangshuai Wang, Zhiqiang Gao, Juntai Cao, Zijie Qiu, Ming Hu, Chenglong Ma, Shixiang Tang, Junjun He, Chunfeng Song, Xuming He, Qiang Zhang, Chenyu You, Shuangjia Zheng, Ning Ding, Wanli Ouyang, Nanqing Dong, Yu Cheng, Siqi Sun, Lei Bai, Bowen Zhou

机构 * Shanghai Artificial Intelligence Laboratory(上海人工智能实验室) Zhejiang University(浙江大学) Fudan University(复旦大学) University of British Columbia(不列颠哥伦比亚大学) Tongji University(同济大学) The Chinese University of Hong Kong(香港中文大学) Shanghai Jiaotong University(上海交通大学) Stony Brook University(石溪大学) Lingang Laboratory(临港实验室) Tsinghua University(清华大学)

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

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2510.17521 2025-10-21 cs.CR 78%

Cybersecurity AI: Evaluating Agentic Cybersecurity in Attack/Defense CTFs

Francesco Balassone, Víctor Mayoral-Vilches, Stefan Rass, Martin Pinzger, Gaetano Perrone, Simon Pietro Romano, Peter Schartner

专题命中 工作流自动化 :agentic(title);autonomous agent(abstract)

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2308.02724 2025-10-21 physics.med-ph eess.SP 78%

A Tracking prior to Localization workflow for Ultrasound Localization Microscopy

Alexis Leconte, Jonathan Porée, Brice Rauby, Alice Wu, Nin Ghigo, Paul Xing, Chloé Bourquin, Gerardo Ramos-Palacios, Abbas F. Sadikot, Jean Provost

专题命中 工作流自动化 :workflow(title,abstract)

Journal ref IEEE Transactions on Medical Imaging 44 (2025) 698-710

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2507.22827 2025-10-21 cs.CV 75%

ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents

Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue

机构 * CUHK(香港中文大学) MMLab(多模态实验室) ARISE Lab(ARISE实验室)

专题命中 工作流自动化 :agent(abstract);planning(abstract);multi-agent(abstract)

Comments ScreenCoder-v2

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2503.12593 2025-10-21 eess.IV cs.AI cs.LG physics.bio-ph q-bio.QM 62%

Fourier-Based 3D Multistage Transformer for Aberration Correction in Multicellular Specimens

Thayer Alshaabi, Daniel E. Milkie, Gaoxiang Liu, Cyna Shirazinejad, Jason L. Hong, Kemal Achour, Frederik Görlitz, Ana Milunovic-Jevtic, Cat Simmons, Ibrahim S. Abuzahriyeh, Erin Hong, Samara Erin Williams, Nathanael Harrison, Evan Huang, Eun Seok Bae, Alison N. Killilea, David G. Drubin, Ian A. Swinburne, Srigokul Upadhyayula, Eric Betzig

机构 * Howard Hughes Medical Institute(霍华德·休斯医学研究所) Department of Molecular and Cell Biology, University of California Berkeley(加州大学伯克利分校分子与细胞生物学系) Lawrence Berkeley National Laboratory(伯克利国家实验室) Chan Zuckerberg Biohub(查兰·泽伯生物枢纽) Department of Physics, University of California(加州大学物理系) Helen Wills Neuroscience Institute(海伦·威尔斯神经科学研究所)

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

Comments 55 pages, 6 figures, 26 si figures, 8 si tables

Journal ref Nature Methods (2025)

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2503.03313 2025-10-21 cs.LG cs.CL 62%

LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models

Xi Zhu, Haochen Xue, Ziwei Zhao, Wujiang Xu, Jingyuan Huang, Minghao Guo, Qifan Wang, Kaixiong Zhou, Imran Razzak, Yongfeng Zhang

机构 * Rutgers University(罗格斯大学) Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)(穆罕默德·本·扎耶德人工智能大学) University of Science and Technology of China(中国科学技术大学) Meta AI North Carolina State University(北卡罗来纳州立大学)

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

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2510.16293 2025-10-21 stat.AP cs.AI cs.LG 62%

Synergizing chemical and AI communities for advancing laboratories of the future

Saejin Oh, Xinyi Fang, I-Hsin Lin, Paris Dee, Christopher S. Dunham, Stacy M. Copp, Abigail G. Doyle, Javier Read de Alaniz, Mengyang Gu

机构 * Department of Chemistry, Unknown University, Unknown Town(化学系,未知大学,未知镇) BioPACIFIC Materials Innovation Platform, University of California, Santa Barbara, Santa Barbara, CA, 93106 USA(BioPACIFIC材料创新平台,加州大学圣巴巴拉分校,圣巴巴拉,CA,93106 USA) Department of Statistics and Applied Probability, University of California, Santa Barbara, Santa Barbara, CA, 93106 USA(统计与应用概率系,加州大学圣巴巴拉分校,圣巴巴拉,CA,93106 USA) Department of Materials Science and Engineering, University of California, Irvine, CA, 92697 USA(材料科学与工程系,加州大学伊维特分校,CA,92697 USA) Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, 90095 USA(化学与生物化学系,加州大学洛杉矶分校,洛杉矶,CA,90095 USA) Department of Chemistry and Biochemistry, University of California, Santa Barbara, Santa Barbara, CA, 93106 USA(化学与生物化学系,加州大学圣巴巴拉分校,圣巴巴拉,CA,93106 USA)

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

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2510.16091 2025-10-21 cs.CL cs.AI 62%

Evaluating Prompting Strategies and Large Language Models in Systematic Literature Review Screening: Relevance and Task-Stage Classification

Binglan Han, Anuradha Mathrani, Teo Susnjak

机构 * School of Mathematical and Computational Sciences(数学与计算科学学院)

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

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2510.17184 2025-10-21 cs.SE 61%

OLIVAW: ACIMOV's GitHub robot assisting agile collaborative ontology development

Nicolas Robert, Fabien Gandon, Maxime Lefrançois

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

Journal ref 24th IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Nov 2025, London, United Kingdom

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2504.11521 2025-10-21 cs.LG cs.RO 57%

LANGTRAJ: Diffusion Model and Dataset for Language-Conditioned Trajectory Simulation

Wei-Jer Chang, Wei Zhan, Masayoshi Tomizuka, Manmohan Chandraker, Francesco Pittaluga

机构 * UC Berkeley(加州大学伯克利分校) NEC Labs America(NEC美国实验室) UC San Diego(加州大学圣地亚哥分校)

专题命中 工作流自动化 :agent(abstract);分类 cs.LG

Comments ICCV 2025

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2510.16042 2025-10-21 cs.CY cs.AI 57%

Does Capital Dream of Artificial Labour?

Marcin Korecki, Cesare Carissimo

机构 * TU Delft(代尔夫特理工大学) ETH Zurich(苏黎世联邦理工学院)

专题命中 工作流自动化 :agent(abstract);分类 cs.AI

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2510.17572 2025-10-21 quant-ph 50%

Quantum Reciprocity: A Structured-Bath Hamiltonian for Coherent Amplification

Ridwan Sakidja

专题命中 工作流自动化 :workflow(abstract)

Comments 33 pages, 2 tables, 2 figures, 4 appendices

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2510.17403 2025-10-21 cs.CR cs.SY eess.SY 50%

Process Automation Architecture Using RFID for Transparent Voting Systems

Stella N. Arinze, Patrick U. Okafor, Onyekachi M. Egwuagu, Augustine O. Nwajana

专题命中 工作流自动化 :workflow(abstract)

Comments 7 pages, 5 figures, 1 table

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2510.17039 2025-10-21 cs.CV 50%

Click, Predict, Trust: Clinician-in-the-Loop AI Segmentation for Lung Cancer CT-Based Prognosis within the Knowledge-to-Action Framework

Mohammad R. Salmanpour, Sonya Falahati, Amir Hossein Pouria, Amin Mousavi, Somayeh Sadat Mehrnia, Morteza Alizadeh, Arman Gorji, Zeinab Farsangi, Alireza Safarian, Mehdi Maghsudi, Carlos Uribe, Arman Rahmim, Ren Yuan

专题命中 工作流自动化 :workflow(abstract)

Comments 13 pages, 2 figures, and 2 tables

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2510.16524 2025-10-21 cs.RO 50%

Semi-Peaucellier Linkage and Differential Mechanism for Linear Pinching and Self-Adaptive Grasping

Haokai Ding, Zhaohan Chen, Tao Yang, Wenzeng Zhang

专题命中 工作流自动化 :planning(abstract)

Comments 6 pages, 9 figures, Accepted author manuscript for IEEE CASE 2025

Journal ref 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), Los Angeles, CA, USA, 2025, pp. 3441-3446

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2510.15943 2025-10-21 cs.CY 50%

Enabling Responsible, Secure and Sustainable Healthcare AI - A Strategic Framework for Clinical and Operational Impact

Jimmy Joseph

专题命中 工作流自动化 :workflow(abstract)

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2509.09898 2025-10-21 cs.NI cs.CR cs.DB cs.DC cs.OS 50%

DBOS Network Sensing: A Web Services Approach to Collaborative Awareness

Sophia Lockton, Jeremy Kepner, Michael Stonebraker, Hayden Jananthan, LaToya Anderson, William Arcand, David Bestor, William Bergeron, Alex Bonn, Daniel Burrill, Chansup Byun, Timothy Davis, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Piotr Luszczek, Peter Michaleas, Lauren Milechin, Chasen Milner, Guillermo Morales, Julie Mullen, Michel Pelletier, Alex Poliakov, Andrew Prout, Albert Reuther, Antonio Rosa, Charles Yee, Alex Pentland

专题命中 工作流自动化 :workflow(abstract)

Comments 8 pages, 10 figures, 37 references, accepted to IEEE HPEC 2025

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2408.11008 2025-10-21 cs.DC 50%

Towards a Standardized Representation for Deep Learning Collective Algorithms

Jinsun Yoo, William Won, Meghan Cowan, Nan Jiang, Benjamin Klenk, Srinivas Sridharan, Tushar Krishna

专题命中 工作流自动化 :workflow(abstract)

Journal ref Proceedings of the 2024 IEEE Symposium on High-Performance Interconnects (HOTI)

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2. 软件智能体 6 篇

2508.02736 2025-10-21 cs.OS cs.SE 85%

AgentSight: System-Level Observability for AI Agents Using eBPF

Yusheng Zheng, Yanpeng Hu, Tong Yu, Andi Quinn

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

Journal ref PACMI'2025

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2504.13472 2025-10-21 cs.SE cs.AI cs.CL cs.LG 83%

CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation

Xinchen Wang, Pengfei Gao, Chao Peng, Ruida Hu, Cuiyun Gao

机构 * Harbin Institute of Technology(哈尔滨工业大学) ByteDance(字节跳动)

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

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2510.16059 2025-10-21 cs.SE cs.CL 73%

SIADAFIX: issue description response for adaptive program repair

Xin Cao, Nan Yu

机构 * Code Intelligence Team(代码智能团队) LI AUTO

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

Comments 20 pages, 3 figures

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2502.13681 2025-10-21 cs.SE cs.AI cs.CL cs.LG 70%

Repo2Run: Automated Building Executable Environment for Code Repository at Scale

Ruida Hu, Chao Peng, Xinchen Wang, Junjielong Xu, Cuiyun Gao

机构 * Harbin Institute of Technology, Shenzhen(哈尔滨工业大学(深圳)) ByteDance, Beijing(字节跳动)

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

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2510.15906 2025-10-21 cs.AR cs.AI 57%

FVDebug: An LLM-Driven Debugging Assistant for Automated Root Cause Analysis of Formal Verification Failures

Yunsheng Bai, Ghaith Bany Hamad, Chia-Tung Ho, Syed Suhaib, Haoxing Ren

机构 * NVIDIA

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

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2510.15898 2025-10-21 cs.HC cs.CL cs.CY 57%

HealthDial: A No-Code LLM-Assisted Dialogue Authoring Tool for Healthcare Virtual Agents

Farnaz Nouraei, Zhuorui Yong, Timothy Bickmore

机构 * Northeastern University(东北大学)

专题命中 软件智能体 :agent(abstract);分类 cs.CL

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3. GUI与网页智能体 2 篇

2506.17960 2025-10-21 cs.RO cs.AI 57%

GeNIE: A Generalizable Navigation System for In-the-Wild Environments

Jiaming Wang, Diwen Liu, Jizhuo Chen, Jiaxuan Da, Nuowen Qian, Tram Minh Man, Harold Soh

机构 * Department of Computer Science, School of Computing, National University of Singapore(计算机科学系、计算学院、新加坡国立大学)

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

Comments Accepted to IEEE Robotics and Automation Letters (RAL), 2025. Jiaming Wang, Diwen Liu, and Jizhuo Chen contributed equally to this work

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2510.16457 2025-10-21 cs.CV cs.RO 50%

NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation

Peiran Xu, Xicheng Gong, Yadong MU

机构 * Peking University(北京大学)

专题命中 GUI与网页智能体 :agent(abstract)

Comments ICCV 2025

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4. 记忆与上下文管理 4 篇

2510.17119 2025-10-21 cs.HC 78%

Design Framework for Conversational Agent in Couple relationships: A Systematic Review

Soyoung Jung, Sung Park

专题命中 记忆与上下文管理 :agent(title,abstract)

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2504.05631 2025-10-21 math.OC 67%

Distributed Solving of Linear Quadratic Optimal Controller with Terminal State Constraint

Wenjing Yang, Zhaorong Zhang, Juanjuan Xu

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

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2510.16816 2025-10-21 cs.LG cs.AI math-ph math.MP physics.comp-ph 62%

Efficient High-Accuracy PDEs Solver with the Linear Attention Neural Operator

Ming Zhong, Zhenya Yan

机构 * School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences(中国科学院大学先进交叉学科学院) State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences(中国科学院数学科学国家重点实验室) School of Mathematics and Information Science, Zhongyuan University of Technology(中原工学院数学与信息科学学院)

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

Comments 31 pages, 8 figures

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2501.11039 2025-10-21 cs.LG 57%

Model Predictive Task Sampling for Efficient and Robust Adaptation

Qi Wang, Zehao Xiao, Yixiu Mao, Yun Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji

机构 * Department of Automation, Tsinghua University(自动化系,清华大学) Informatics Institute, University of Amsterdam(信息学院,阿姆斯特丹大学)

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

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