AI Agent

Agentic Workflow for Education: Concepts and Applications

Yuan-Hao Jiang, Yijie Lu, Ling Dai, Jiatong Wang, Ruijia Li, Bo Jiang

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

Comments Proceedings of the 33rd International Conference on Computers in Education (ICCE 2025). Asia-Pacific Society for Computers in Education

LLM-based AI Agent for Sizing of Analog and Mixed Signal Circuit

Chang Liu, Emmanuel A. Olowe, Danial Chitnis

机构 * School of Engineering The University of Edinburgh Edinburgh, UK（工程学院 皇家爱丁堡大学 英国爱丁堡） 纠错

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

Comments to be presented in IEEE NEWCAS 2025

Journal ref 2025 23rd IEEE Interregional NEWCAS Conference (NEWCAS)

AWorld: Orchestrating the Training Recipe for Agentic AI

Chengyue Yu, Siyuan Lu, Chenyi Zhuang, Dong Wang, Qintong Wu, Zongyue Li, Runsheng Gan, Chunfeng Wang, Siqi Hou, Gaochi Huang, Wenlong Yan, Lifeng Hong, Aohui Xue, Yanfeng Wang, Jinjie Gu, David Tsai, Tao Lin

机构 * Westlake University（西湖大学） 纠错

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

KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management

Mohsen Seyedkazemi Ardebili, Andrea Bartolini

专题命中 工作流自动化 ：agent(title,abstract)；workflow(abstract)

Operating advanced scientific instruments with AI agents that learn on the job

Aikaterini Vriza, Michael H. Prince, Tao Zhou, Henry Chan, Mathew J. Cherukara

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

Compiling Prompts, Not Crafting Them: A Reproducible Workflow for AI-Assisted Evidence Synthesis

Teo Susnjak

机构 * School of Mathematical and Computational Sciences（数学与计算科学学院） ； Massey University（马希大学） 纠错

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

Text-to-Layout: A Generative Workflow for Drafting Architectural Floor Plans Using LLMs

Jayakrishna Duggempudi, Lu Gao, Ahmed Senouci, Zhe Han, Yunpeng Zhang

机构 * Department of Civil and Environmental Engineering, University of Houston（土木与环境工程系，休斯顿大学） ； Center for Transportation Research, The University of Texas at Austin（交通研究中心，德克萨斯大学奥斯汀分校） ； Department of Information Science Technology, University of Houston（信息科学与技术系，休斯顿大学） 纠错

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

Predicting neutron experiments from first principles: A workflow powered by machine learning

Eric Lindgren, Adam J. Jackson, Erik Fransson, Esmée Berger, Svemir Rudić, Goran Škoro, Rastislav Turanyi, Sanghamitra Mukhopadhyay, Paul Erhart

专题命中 工作流自动化 ：workflow(title,abstract)

Comments 12 pages, 7 figures

Journal ref Journal of Materials Chemistry A 13, 25509 (2025)

A Whole New World: Creating a Parallel-Poisoned Web Only AI-Agents Can See

Shaked Zychlinski

机构 * JFrog 纠错

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

Comments 10 pages, 1 figure

A Practical Flake Segmentation and Indexing Pipeline for Automated 2D Material Stacking

Yutao Li, Logan Sherlock, Ryan Benderson, Daniel Ostrom, Huandong Chen, Kazuhiro Fujita, Abhay Pasupathy

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes

Jeroen Middelhuis, Zaharah Bukhsh, Ivo Adan, Remco Dijkman

机构 * Eindhoven University of Technology Department of Industrial Engineering（埃因霍温理工大学工业工程与创新科学系） 纠错

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

Comments BPM25 forum

Communicative Agents for Slideshow Storytelling Video Generation based on LLMs

Jingxing Fan, Jinrong Shen, Yusheng Yao, Shuangqing Wang, Qian Wang, Yuling Wang

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

Comments 8 pages, 8 figures, 1 table

DobLIX: A Dual-Objective Learned Index for Log-Structured Merge Trees

Alireza Heidari, Amirhossein Ahmadi, Wei Zhang

机构 * Huawei（华为） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Pages: 3965 - 3978

Journal ref VLDB 2025

Generative AI for Industrial Contour Detection: A Language-Guided Vision System

Liang Gong, Tommy, Wang, Sara Chaker, Yanchen Dong, Fouad Bousetouane, Brenden Morton, Mark Mendez

机构 * The University of Chicago（芝加哥大学） ； FabTrack 纠错

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

Comments 20 pages, 5 figures

LLM-QUBO: An End-to-End Framework for Automated QUBO Transformation from Natural Language Problem Descriptions

Huixiang Zhang, Mahzabeen Emu, Salimur Choudhury

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

A versatile foundation model for cine cardiac magnetic resonance image analysis tasks

Yunguan Fu, Wenjia Bai, Weixi Yi, Charlotte Manisty, Anish N Bhuva, Thomas A Treibel, James C Moon, Matthew J Clarkson, Rhodri Huw Davies, Yipeng Hu

机构 * UCL Hawkes Institute, Department of Medical Physics and Biomedical Engineering, University College London（伦敦大学霍克斯研究所、医学物理与生物医学工程系、伦敦大学学院） ； InstaDeep ； Department of Computing, Imperial College London（伦敦帝国学院计算机系） ； Department of Brain Sciences, Imperial College London（伦敦帝国学院脑科学系） ； Institute of Cardiovascular Sciences, University College London（伦敦大学学院心血管科学研究所） ； Barts Heart Centre, Barts Health NHS Trust（巴特斯心脏中心、巴特斯健康 NHS信托） 纠错

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

Competing LLM Agents in a Non-Cooperative Game of Opinion Polarisation

Amin Qasmi, Usman Naseem, Mehwish Nasim

机构 * The University of Western Australia（西澳大学） ； Lahore University of Management Sciences（拉合尔管理科学大学） ； Macquarie University（麦考瑞大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

FlairGPT: Repurposing LLMs for Interior Designs

Gabrielle Littlefair, Niladri Shekhar Dutt, Niloy J. Mitra

机构 * University College London（伦敦大学学院） ； Adobe Research（Adobe研究院） 纠错

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

Comments EUROGRAPHICS 2025

Parallelizing Drug Discovery: HPC Pipelines for Alzheimer's Molecular Docking and Simulation

Paul Ruiz Alliata, Diana Rubaga, Daniel Kumlin, Alberto Puliga

专题命中 工作流自动化 ：workflow(abstract)

Comments 7 pages, 5 figures

Hybrid Perception and Equivariant Diffusion for Robust Multi-Node Rebar Tying

Zhitao Wang, Yirong Xiong, Roberto Horowitz, Yanke Wang, Yuxing Han

机构 * Tsinghua University, Shenzhen International Graduate School, Shenzhen, China（清华大学深圳国际研究生院，深圳，中国） ； Department of Mechanical Engineering, University of California, Berkeley（加州大学伯克利分校机械工程系） ； Hong Kong Center for Construction Robotics, The Hong Kong University of Science and Technology（香港科技大学建设机器人中心） 纠错

专题命中 工作流自动化 ：planning(abstract)

Comments Accepted by The IEEE International Conference on Automation Science and Engineering (CASE) 2025

Probing Glass Formation in Perylene Derivatives via Atomic Scale Simulations and Bayesian Regression

Eric Lindgren, Jan Swensson, Christian Müller, Paul Erhart

专题命中 工作流自动化 ：workflow(abstract)

Comments 8 pages, 5 figures

Journal ref The Journal of Physical Chemistry B 129, 6613 (2025)