AI Agent

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

CARL: Controllable Agent with Reinforcement Learning for Quadruped Locomotion

Ying-Sheng Luo, Jonathan Hans Soeseno, Trista Pei-Chun Chen, Wei-Chao Chen

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

Comments Project page available at https://inventec-ai-center.github.io/projects/CARL/index.html

Journal ref ACM Transactions on Graphics (2020), Volume 39, Issue 4, Article 38

Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent

Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu

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

Self Training Autonomous Driving Agent

Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna U

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

Modular Resource Centric Learning for Workflow Performance Prediction

Alok Singh, Mai Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas

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

Comments This paper was presented at: 6th Workshop on Big Data Analytics: Challenges, and Opportunities (BDAC) at the 27th IEEE/ACM International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2015)

Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, Percy Liang

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

Comments International Conference on Learning Representations (ICLR), 2018

Verification of Agent-Based Artifact Systems

Francesco Belardinelli, Alessio Lomuscio, Fabio Patrizi

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

A Formal Framework of Virtual Organisations as Agent Societies

Jarred McGinnis, Kostas Stathis, Francesca Toni

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

Journal ref EPTCS 16, 2010, pp. 1-14

SEVA: Self-Evolving Verification Agent with Process Reward for Fact Attribution

SEVA: 具有过程奖励的自进化验证代理用于事实归因

Aojie Yuan, Yi Nian, Haiyue Zhang, Zijian Su, Yue Zhao

机构 * University of Southern California, Los Angeles, USA（美国南加州大学，洛杉矶） ； University of Michigan, Ann Arbor, USA（美国密歇根大学，安娜堡） 纠错

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

AI总结 提出SEVA，一种结构化验证代理，通过过程奖励解决多组件输出中的优势崩溃问题，实现自我进化循环，在7B模型上验证了奖励粒度必须匹配输出粒度的原则。

Comments Accepted at AI4GOOD@ICML 2026 and FAGEN@ICML 2026. Code: https://github.com/Justin0504/Verifiable_agent

Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis

Unify-Agent：一种用于世界 grounded 图像合成的统一多模态代理

Shuang Chen, Quanxin Shou, Hangting Chen, Yucheng Zhou, Kaituo Feng, Wenbo Hu, Yi-Fan Zhang, Yunlong Lin, Wenxuan Huang, Mingyang Song, Dasen Dai, Bolin Jiang, Manyuan Zhang, Shi-Xue Zhang, Zhengkai Jiang, Lucas Wang, Zhao Zhong, Yu Cheng, Nanyun Peng

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； Tencent Hunyuan（腾讯混元） ； The Chinese University of Hong Kong（香港中文大学） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

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

AI总结 本文提出Unify-Agent，一种统一多模态代理，用于世界 grounded 图像合成，通过代理流程提升图像生成质量，结合事实IP基准测试，展示其在多种任务中的优越表现。

Comments Project Page: https://github.com/shawn0728/Unify-Agent

Agentic Verifier-in-the-Loop Solver Orchestration for Cell-Free Massive MIMO Downlink Power Control

代理验证在回路求解器协调 for 无细胞大规模MIMO下行功率控制

Zhichao Gao

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

AI总结 本文提出VISO-PC框架，通过代理在求解器间路由以优化无细胞大规模MIMO下行功率控制，提升公平性并减少运行时间。

Comments This is the version 1. 6 pages, 5 figures, 4 tables. This paper presents a agentic verifier-aware orchestration formulation for cell-free massive MIMO power control

CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications

CheMLFlow：用于化学信息学与材料信息学应用的开源平台

Brendan Smith, Susana Lopez-Moreno, Eric Dolores-Cuenca, Sangil Kim, Jose L. Mendoza-Cortes, Nijamudheen Abdulrahiman

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

AI总结 CheMLFlow是用于构建端到端高通量智能体工作流的开源平台，可降低科学机器学习开发的编排开销，其在多类性质预测任务上达到文献性能，还支持非分子化学数据集的应用。