AI Agent

AdaptFlow: Adaptive Workflow Optimization via Meta-Learning

Runchuan Zhu, Bowen Jiang, Lingrui Mei, Fangkai Yang, Lu Wang, Haoxiang Gao, Fengshuo Bai, Pu Zhao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

机构 * Peking University（北京大学） ； University of Chinese Academy of Sciences（中国科学院大学） ； Microsoft（微软公司） ； Shanghai Jiaotong University（上海交通大学） 纠错

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

AQUAH: Automatic Quantification and Unified Agent in Hydrology

Songkun Yan, Zhi Li, Siyu Zhu, Yixin Wen, Mofan Zhang, Mengye Chen, Jie Cao, Yang Hong

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

Comments 8 pages, 5 figures, 2025 ICCV SEA workshop paper

A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

Liangbo Ning, Ziran Liang, Zhuohang Jiang, Haohao Qu, Yujuan Ding, Wenqi Fan, Xiao-yong Wei, Shanru Lin, Hui Liu, Philip S. Yu, Qing Li

机构 * The Hong Kong Polytechnic University（香港理工大学） ； City University of Hong Kong（香港城市大学） ； Michigan State University（密歇根州立大学） ； University of Illinois at Chicago（伊利诺伊大学芝加哥分校） 纠错

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

Comments This is the long version of the corresponding survey paper accepted by KDD 2025. The tutorial and corresponding slides are available at https://biglemon-ning.github.io/WebAgents/

Idempotent Equilibrium Analysis of Hybrid Workflow Allocation: A Mathematical Schema for Future Work

Faruk Alpay, Bugra Kilictas, Taylan Alpay, Hamdi Alakkad

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

Comments 25 pages, 9 figures, 4 tables. Proves existence/uniqueness of an "idempotent equilibrium" for human-AI task allocation and provides closed-form steady-state automation share

An Agentic AI for a New Paradigm in Business Process Development

Mohammad Azarijafari, Luisa Mich, Michele Missikoff

机构 * Department of Industrial Engineering, University of Trento（工业工程系，特伦托大学） 纠错

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

Building crypto portfolios with agentic AI

Antonino Castelli, Paolo Giudici, Alessandro Piergallini

专题命中 工作流自动化 ：agentic(title)；agent(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 12 pages, 2 figures

Advancing Responsible Innovation in Agentic AI: A study of Ethical Frameworks for Household Automation

Joydeep Chandra, Satyam Kumar Navneet

机构 * Department of CST Tsinghua University Beijing, China（计算机科学与技术系 清华大学 北京中国） ； Department of CSE Chandigarh University Mohali, India（计算机科学与工程系 印度昌迪加尔大学 摩哈利） 纠错

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

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities

Yuanchen Bei, Weizhi Zhang, Siwen Wang, Weizhi Chen, Sheng Zhou, Hao Chen, Yong Li, Jiajun Bu, Shirui Pan, Yizhou Yu, Irwin King, Fakhri Karray, Philip S. Yu

机构 * Zhejiang University（浙江大学） ； University of Illinois Chicago（伊利诺伊大学芝加哥分校） ； Mohamed Bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； City University of Macau（澳门城市大学） ； Ant Group（蚂蚁集团） ； Griffith University（格里菲斯大学） ； The University of Hong Kong（香港大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

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

Comments 20 pages, 7 figures

Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research

Qianqian Zhang, Jiajia Liao, Heting Ying, Yibo Ma, Haozhan Shen, Jingcheng Li, Peng Liu, Lu Zhang, Chunxin Fang, Kyusong Lee, Ruochen Xu, Tiancheng Zhao

机构 * Om AI Research（Om AI研究机构） ； Binjiang Institute of Zhejiang University（浙江大学滨江学院） ； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） 纠错

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

Comments Accepted by ACL 2025 Demo

AITEE -- Agentic Tutor for Electrical Engineering

Christopher Knievel, Alexander Bernhardt, Christian Bernhardt

机构 * Department of Electrical Engineering and Information Technology, HTWG Hochschule Konstanz, University of Applied Sciences（电气工程与信息技术系，HTWG 科隆茨应用科学大学） 纠错

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

Comments 12 pages, 11 figures, 6 tables

Control Plane as a Tool: A Scalable Design Pattern for Agentic AI Systems

Sivasathivel Kandasamy

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

Comments 2 Figures and 2 Tables

Causal-Copilot: An Autonomous Causal Analysis Agent

Xinyue Wang, Kun Zhou, Wenyi Wu, Har Simrat Singh, Fang Nan, Songyao Jin, Aryan Philip, Saloni Patnaik, Hou Zhu, Shivam Singh, Parjanya Prashant, Qian Shen, Biwei Huang

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

The AI Cosmologist I: An Agentic System for Automated Data Analysis

Adam Moss

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

Comments 45 pages

STEVE: A Step Verification Pipeline for Computer-use Agent Training

Fanbin Lu, Zhisheng Zhong, Ziqin Wei, Shu Liu, Chi-Wing Fu, Jiaya Jia

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

WebGames: Challenging General-Purpose Web-Browsing AI Agents

George Thomas, Alex J. Chan, Jikun Kang, Wenqi Wu, Filippos Christianos, Fraser Greenlee, Andy Toulis, Marvin Purtorab

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

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents

Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Caiming Xiong, Shiva Kumar Pentyala, Chien-Sheng Wu

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

FlowAgent: Achieving Compliance and Flexibility for Workflow Agents

Yuchen Shi, Siqi Cai, Zihan Xu, Yuei Qin, Gang Li, Hang Shao, Jiawei Chen, Deqing Yang, Ke Li, Xing Sun

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

Comments 8 pages

Connecting Large Language Model Agent to High Performance Computing Resource

Heng Ma, Alexander Brace, Carlo Siebenschuh, Greg Pauloski, Ian Foster, Arvind Ramanathan

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

Comments 7 pages, 4 figures

LLM-AutoDiff: Auto-Differentiate Any LLM Workflow

Li Yin, Zhangyang Wang

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

Security of AI Agents

Yifeng He, Ethan Wang, Yuyang Rong, Zifei Cheng, Hao Chen

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

Comments updated version with figures

Security Threats in Agentic AI System

Raihan Khan, Sayak Sarkar, Sainik Kumar Mahata, Edwin Jose

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

Comments 8 pages, 3 figures

Good Parenting is all you need -- Multi-agentic LLM Hallucination Mitigation

Ted Kwartler, Matthew Berman, Alan Aqrawi

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

SWARM-SLR -- Streamlined Workflow Automation for Machine-actionable Systematic Literature Reviews

Tim Wittenborg, Oliver Karras, Sören Auer

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

Comments This preprint has not undergone peer review (when applicable) or any post-submission improvements or corrections

Journal ref Linking Theory and Practice of Digital Libraries. TPDL 2024. Lecture Notes in Computer Science, vol 15177

The Hidden Costs of Automation: An Empirical Study on GitHub Actions Workflow Maintenance

Pablo Valenzuela-Toledo, Alexandre Bergel, Timo Kehrer, Oscar Nierstrasz

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

Activity-based and agent-based Transport model of Melbourne (AToM): an open multi-modal transport simulation model for Greater Melbourne

Afshin Jafari, Dhirendra Singh, Alan Both, Mahsa Abdollahyar, Lucy Gunn, Steve Pemberton, Billie Giles-Corti

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

GAgent: An Adaptive Rigid-Soft Gripping Agent with Vision Language Models for Complex Lighting Environments

Zhuowei Li, Miao Zhang, Xiaotian Lin, Meng Yin, Shuai Lu, Xueqian Wang

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

AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production

Jiuniu Wang, Zehua Du, Yuyuan Zhao, Bo Yuan, Kexiang Wang, Jian Liang, Yaxi Zhao, Yihen Lu, Gengliang Li, Junlong Gao, Xin Tu, Zhenyu Guo

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

Comments 22 pages, 13 figures

Specification, Validation and Verification of Social, Legal, Ethical, Empathetic and Cultural Requirements for Autonomous Agents

Sinem Getir Yaman, Ana Cavalcanti, Radu Calinescu, Colin Paterson, Pedro Ribeiro, Beverley Townsend

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

Supporting Contextual Conversational Agent-Based Software Development

Glaucia Melo, Luis Fernando Lins, Paulo Alencar, Donald Cowan

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

Comments Accepted on BotSE Workshop 2023

Will bots take over the supply chain? Revisiting Agent-based supply chain automation

Liming Xu, Stephen Mak, Alexandra Brintrup

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

Comments 38 pages, 5 figures

Journal ref International Journal of Production Economics, Volume 241, 2021