AI Agent - arXivDaily 专题

2409.15087 2025-07-25 eess.IV cs.CV cs.LG 79%

AI Workflow, External Validation, and Development in Eye Disease Diagnosis

Qingyu Chen, Tiarnan D L Keenan, Elvira Agron, Alexis Allot, Emily Guan, Bryant Duong, Amr Elsawy, Benjamin Hou, Cancan Xue, Sanjeeb Bhandari, Geoffrey Broadhead, Chantal Cousineau-Krieger, Ellen Davis, William G Gensheimer, David Grasic, Seema Gupta, Luis Haddock, Eleni Konstantinou, Tania Lamba, Michele Maiberger, Dimosthenis Mantopoulos, Mitul C Mehta, Ayman G Nahri, Mutaz AL-Nawaflh, Arnold Oshinsky, Brittany E Powell, Boonkit Purt, Soo Shin, Hillary Stiefel, Alisa T Thavikulwat, Keith James Wroblewski, Tham Yih Chung, Chui Ming Gemmy Cheung, Ching-Yu Cheng, Emily Y Chew, Michelle R. Hribar, Michael F. Chiang, Zhiyong Lu

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

Comments Published in JAMA Network Open, doi:10.1001/jamanetworkopen.2025.17204

Journal ref JAMA Network Open, 2025

2507.10629 2025-07-16 cs.DB cs.AI 79%

SQLord: A Robust Enterprise Text-to-SQL Solution via Reverse Data Generation and Workflow Decomposition

Song Cheng, Qiannan Cheng, Linbo Jin, Lei Yi, Guannan Zhang

机构 * Alibaba Group（阿里巴巴集团）

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

Comments WWW '25: Companion Proceedings of the ACM on Web Conference 2025 Pages 919 - 923 https://doi.org/10.1145/3701716.3715541

Journal ref WWW '25: Companion Proceedings of the ACM on Web Conference 2025

2507.08943 2025-07-15 cs.SE 79%

Choosing the Right Git Workflow: A Comparative Analysis of Trunk-based vs. Branch-based Approaches

Pedro Lopes, Paola Accioly, Paulo Borba, Vitor Menezes

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

Comments 11 pages with 3 figures

2507.07887 2025-07-11 cs.CL cs.CE q-bio.BM 79%

Automating MD simulations for Proteins using Large language Models: NAMD-Agent

Achuth Chandrasekhar, Amir Barati Farimani

机构 * Materials Science and Engineering（材料科学与工程）； Mechanical Engineering（机械工程）； Biomedical Engineering（生物医学工程）； Chemical Engineering（化学工程）； Machine Learning Department（机器学习部门）

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

Comments 34 pages

2507.07468 2025-07-11 cs.SE 79%

Towards an Engineering Workflow Management System for Asset Administration Shells using BPMN

Sten Grüner, Nafise Eskandani

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

Comments 7 pages, 7 figures, Accepted at IFAC EAAS 2025 (https://j3c.org/eaas.php)

2507.04132 2025-07-08 cs.DL cs.CL cs.CV 79%

An HTR-LLM Workflow for High-Accuracy Transcription and Analysis of Abbreviated Latin Court Hand

Joshua D. Isom

机构 * Lehigh University（莱文大学）

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

2507.01022 2025-07-03 eess.AS cs.HC cs.LG cs.MM cs.SD 79%

Workflow-Based Evaluation of Music Generation Systems

Shayan Dadman, Bernt Arild Bremdal, Andreas Bergsland

机构 * Department of Computer Science UiT, The Arctic University of Tromsø（计算机科学系，UiT极地大学）； Department of Music NTNU, Norwegian University of Science and Technology（音乐系，NTNU挪威科学与技术大学）

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

Comments 54 pages, 3 figures, 6 tables, 5 appendices

2411.10890 2025-06-26 cs.SE 79%

An Empirical Investigation on the Challenges in Scientific Workflow Systems Development

Khairul Alam, Banani Roy, Chanchal K. Roy, Kartik Mittal

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

Comments 58 pages

2506.15911 2025-06-24 cs.CL 79%

From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents

Mohammad Amaan Sayeed, Mohammed Talha Alam, Raza Imam, Shahab Saquib Sohail, Amir Hussain

机构 * Mohamed bin Zayed University of Artificial Intelligence, UAE（阿布扎克穆罕默德·本·扎耶德人工智能大学）； Edinburgh Napier University, UK（爱丁堡纳皮尔大学）； VIT Bhopal University, India（比哈尔大学）

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

Comments Published at the 4th Muslims in Machine Learning (MusIML) Workshop (ICML-25)

2506.08185 2025-06-17 cs.CV cs.AI 79%

Agentic Surgical AI: Surgeon Style Fingerprinting and Privacy Risk Quantification via Discrete Diffusion in a Vision-Language-Action Framework

Huixin Zhan, Jason H. Moore

机构 * Cedars-Sinai Medical Center（西达萨凡纳医学中心）

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

2412.18849 2025-06-17 cs.CV cs.LG 79%

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation

Maxence Boels, Yang Liu, Prokar Dasgupta, Alejandro Granados, Sebastien Ourselin

机构 * Surgical and Interventional Engineering（外科与介入工程）

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

Comments Accepted at IJCARS, Demo website: https://maxboels.com/research/swag

2506.04553 2025-06-06 cs.LG stat.AP stat.CO stat.ML 79%

Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices

Andersen Chang, Tiffany M. Tang, Tarek M. Zikry, Genevera I. Allen

机构 * Department of Neuroscience, Baylor College of Medicine（神经科学系，贝勒医学院）； Department of Applied and Computational Mathematics and Statistics, University of Notre Dame（应用与计算数学和统计学系，圣母大学）； Department of Statistics, Columbia University（统计学系，哥伦比亚大学）； Zuckerman Institute & Irving Institute, Columbia University（Zuckerman研究所与Irving研究所，哥伦比亚大学）

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

Comments 23 pages, 4 figures, 12 additional pages of citations

2502.17110 2025-06-04 cs.CL cs.CV 79%

Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation

Junyang Wang, Haiyang Xu, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Jitao Sang

机构 * Beijing Jiaotong University（北京交通大学）； Alibaba Group（阿里巴巴集团）

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

Comments 17 pages, 7 figures, 9 tables

2505.20128 2025-05-27 cs.CL 79%

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers

Zhengliang Shi, Lingyong Yan, Dawei Yin, Suzan Verberne, Maarten de Rijke, Zhaochun Ren

机构 * Shandong University（山东大学）； Baidu. Inc（百度公司）； Leiden University（莱顿大学）； University of Amsterdam（阿姆斯特丹大学）

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

Comments Working in process

2505.17399 2025-05-27 cs.CL 79%

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Haoyu Sun, Huichen Will Wang, Jiawei Gu, Linjie Li, Yu Cheng

机构 * Tongji University（同济大学）； University of Washington（华盛顿大学）； Sun Yat-sen University（中山大学）； Microsoft（微软）； The Chinese University of Hong Kong（香港中文大学）

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

2505.11385 2025-05-19 q-bio.GN cs.SE 79%

Compendium Manager: a tool for coordination of workflow management instances for bulk data processing in Python

Richard J. Abdill, Ran Blekhman

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

2402.10092 2025-05-06 cs.DC cs.LG cs.NI 79%

Workflow Optimization for Parallel Split Learning

Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos

机构 * School of Computer Science, University College Dublin \& VistaMilk SFI, Ireland Delft University of Technology, The Netherlands

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

Comments IEEE INFOCOM 2024

2504.20105 2025-04-30 cs.DC cs.AI 79%

Electricity Cost Minimization for Multi-Workflow Allocation in Geo-Distributed Data Centers

Shuang Wang, He Zhang, Tianxing Wu, Yueyou Zhang, Wei Emma Zhang, Quan Z. Sheng

机构 * School of Computer Science and Engineering, Southeast University（计算机科学与工程学院，东南大学）； School of Computing, Macquarie University（计算学院，麦考瑞大学）

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

Comments have been accepted by IEEE Transactions on Services Computing

2504.17384 2025-04-28 physics.geo-ph cs.AI 79%

On the workflow, opportunities and challenges of developing foundation model in geophysics

Hanlin Sheng, Xinming Wu, Hang Gao, Haibin Di, Sergey Fomel, Jintao Li, Xu Si

机构 * Computational Interpretation Group, Laboratory of Seismology and Physics of the Earth’s Interior, School of Earth and Space Sciences, University of Science and Technology of China（中国科学技术大学地球和空间科学学院地球物理学与地球内部物理实验室）； SLB ； Bureau of Economic Geology, Jackson School of Geosciences, The University of Texas at Austin（德克萨斯大学奥斯汀分校地质学院经济地质局）； Georgia Institute of Technology（佐治亚理工学院）

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

2503.13031 2025-04-22 cs.CL 79%

Halving transcription time: A fast, user-friendly and GDPR-compliant workflow to create AI-assisted transcripts for content analysis

Jakob Sponholz, Andreas Weilinghoff, Juliane Schopf

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

Comments 10 pages, 1 table

2502.14904 2025-03-25 cond-mat.mtrl-sci cs.LG 79%

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

Balduin Katzer, Steffen Klinder, Katrin Schulz

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

2311.17978 2025-03-24 cs.CV cs.GR cs.LG 79%

AutArch: An AI-assisted workflow for object detection and automated recording in archaeological catalogues

Kevin Klein, Antoine Muller, Alyssa Wohde, Alexander V. Gorelik, Volker Heyd, Ralf Lämmel, Yoan Diekmann, Maxime Brami

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

2503.13343 2025-03-18 cs.DC cs.AI 79%

Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications

Andre Merzky, Mikhail Titov, Matteo Turilli, Ozgur Kilic, Tianle Wang, Shantenu Jha

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

2503.10717 2025-03-17 eess.IV cs.AI cs.CV 79%

Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans

Praveen Shastry, Ashok Sharma, Kavya Mohan, Naveen Kumarasami, Anandakumar D, Mounigasri M, Keerthana R, Kishore Prasath Venkatesh, Bargava Subramanian, Kalyan Sivasailam

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

Comments 13 pages , 3 figures

2503.08509 2025-03-12 cs.LG math.OC physics.geo-ph stat.AP 79%

DISTINGUISH Workflow: A New Paradigm of Dynamic Well Placement Using Generative Machine Learning

Sergey Alyaev, Kristian Fossum, Hibat Errahmen Djecta, Jan Tveranger, Ahmed H. Elsheikh

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

Comments The conference version of this paper is published in EAGE ECMOR 2024 proceedings: https://doi.org/10.3997/2214-4609.202437018

2503.00821 2025-03-04 astro-ph.IM cs.AI 79%

AI Agents for Ground-Based Gamma Astronomy

D. Kostunin, V. Sotnikov, S. Golovachev, A. Strube

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

Comments proceedings of ADASS2025 (submitted), original talk and demos: https://pretalx.com/adass2024/talk/TRFZKU/

2501.09555 2025-03-04 cs.CV cs.AI 79%

Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis

Tingxuan Chen, Kun Yuan, Vinkle Srivastav, Nassir Navab, Nicolas Padoy

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

2502.19550 2025-02-28 stat.ML cs.LG 79%

Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogates

Connor Robertson, Cosmin Safta, Nicholson Collier, Jonathan Ozik, Jaideep Ray

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

2502.19532 2025-02-28 cs.AI 79%

Opus: A Workflow Intention Framework for Complex Workflow Generation

Phillip Kingston, Théo Fagnoni, Mahsun Altin

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

Comments 1 Figure, 27 Pages

2502.13476 2025-02-20 cs.AI cs.NI 79%

Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges

Sunder Ali Khowaja, Kapal Dev, Muhammad Salman Pathan, Engin Zeydan, Merouane Debbah

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

Comments FEMA [https://www.fema.gov/openfema-data-page/disaster-declarations-summaries-v2] National Oceanic and Atmospheric Administration [https://www.ncdc.noaa.gov/stormevents/details.jsp] packages Pytorch [https://pytorch.org/] RLib [https://docs.ray.io/en/latest/rllib/index.html] Neo4j [https://neo4j.com/] Apache Kafka [https://kafka.apache.org/]

1. 工作流自动化 10427 篇

AI Workflow, External Validation, and Development in Eye Disease Diagnosis

SQLord: A Robust Enterprise Text-to-SQL Solution via Reverse Data Generation and Workflow Decomposition

Choosing the Right Git Workflow: A Comparative Analysis of Trunk-based vs. Branch-based Approaches

Automating MD simulations for Proteins using Large language Models: NAMD-Agent

Towards an Engineering Workflow Management System for Asset Administration Shells using BPMN

An HTR-LLM Workflow for High-Accuracy Transcription and Analysis of Abbreviated Latin Court Hand

Workflow-Based Evaluation of Music Generation Systems

An Empirical Investigation on the Challenges in Scientific Workflow Systems Development

From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents

Agentic Surgical AI: Surgeon Style Fingerprinting and Privacy Risk Quantification via Discrete Diffusion in a Vision-Language-Action Framework

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation

Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices

Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation

Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Compendium Manager: a tool for coordination of workflow management instances for bulk data processing in Python

Workflow Optimization for Parallel Split Learning

Electricity Cost Minimization for Multi-Workflow Allocation in Geo-Distributed Data Centers

On the workflow, opportunities and challenges of developing foundation model in geophysics

Halving transcription time: A fast, user-friendly and GDPR-compliant workflow to create AI-assisted transcripts for content analysis

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

AutArch: An AI-assisted workflow for object detection and automated recording in archaeological catalogues

Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications

Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans

DISTINGUISH Workflow: A New Paradigm of Dynamic Well Placement Using Generative Machine Learning

AI Agents for Ground-Based Gamma Astronomy

Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis

Advancing calibration for stochastic agent-based models in epidemiology with Stein variational inference and Gaussian process surrogates

Opus: A Workflow Intention Framework for Complex Workflow Generation

Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges