AI Agent

Hybrid Reward Normalization for Process-supervised Non-verifiable Agentic Tasks

Peiran Xu, Zhuohao Li, Xiaoying Xing, Guannan Zhang, Debiao Li, Kunyu Shi

机构 * Accio Team, Alibaba Group（阿里集团阿西莫团队） ； University of California, Los Angeles (UCLA)（加州大学洛杉矶分校） 纠错

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

Steering an Active Learning Workflow Towards Novel Materials Discovery via Queue Prioritization

Marcus Schwarting, Logan Ward, Nathaniel Hudson, Xiaoli Yan, Ben Blaiszik, Santanu Chaudhuri, Eliu Huerta, Ian Foster

机构 * 1 Department of Computer Science, University of Chicago ； 2 Data Science \& Learning Division, Argonne National Laboratory ； 3 Department of Civil, Materials ； Environmental Engineering, University of Illinois at Chicago 纠错

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

$Agent^2$: An Agent-Generates-Agent Framework for Reinforcement Learning Automation

Yuan Wei, Xiaohan Shan, Ran Miao, Jianmin Li

机构 * Qiyuan Lab（启元实验室） 纠错

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

Comments 19 pages, 5 figures,4 Tables

Design, Implementation and Evaluation of a Novel Programming Language Topic Classification Workflow

Michael Zhang, Yuan Tian, Mariam Guizani

机构 * Queen's University（皇后大学） 纠错

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

RDAR: Reward-Driven Agent Relevance Estimation for Autonomous Driving

Carlo Bosio, Greg Woelki, Noureldin Hendy, Nicholas Roy, Byungsoo Kim

机构 * UC Berkeley（伯克利大学） ； Zoox Inc.（Zoox公司） 纠错

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

Comments 10 pages, 6 figures

Orion: Fuzzing Workflow Automation

Max Bazalii, Marius Fleischer

机构 * NVIDIA 纠错

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

Comments 11 pages, 3 figures, 3 tables

Boosting Embodied AI Agents through Perception-Generation Disaggregation and Asynchronous Pipeline Execution

Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Ningxin Zheng, Haibin Lin, Xin Liu, Minyi Guo

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Instruction Agent: Enhancing Agent with Expert Demonstration

Yinheng Li, Hailey Hultquist, Justin Wagle, Kazuhito Koishida

机构 * Microsoft（微软公司） 纠错

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

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation

Qianheng Zhang, Song Gao, Chen Wei, Yibo Zhao, Ying Nie, Ziru Chen, Shijie Chen, Yu Su, Huan Sun

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； The Ohio State University（俄亥根州立大学） 纠错

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

Comments 34 pages, 8 figures

Journal ref Transactions in GIS, 2025

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins

Alejandra Perez, Han Zhang, Yu-Chun Ku, Lalithkumar Seenivasan, Roger Soberanis, Jose L. Porras, Richard Day, Jeff Jopling, Peter Najjar, Mathias Unberath

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Johns Hopkins Medical Institutions（约翰霍普金斯医学机构） 纠错

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

Journal ref Medical Imaging with Deep Learning - Short Papers 2025

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

CRISPR-GPT for Agentic Automation of Gene-editing Experiments

Yuanhao Qu, Kaixuan Huang, Ming Yin, Kanghong Zhan, Dyllan Liu, Di Yin, Henry C. Cousins, William A. Johnson, Xiaotong Wang, Mihir Shah, Russ B. Altman, Denny Zhou, Mengdi Wang, Le Cong

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

Comments Accepted to Nature Biomedical Engineering

KP-A: A Unified Network Knowledge Plane for Catalyzing Agentic Network Intelligence

Yun Tang, Mengbang Zou, Zeinab Nezami, Syed Ali Raza Zaidi, Weisi Guo

机构 * Cranfield University（克兰菲尔德大学） ； University of Leeds（利兹大学） 纠错

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

Comments 7 pages, 5 figures, submitted for possible publication

AgentPS: Agentic Process Supervision for Content Moderation with Multimodal LLMs

Mingchao Liu, Yu Sun, Ruixiao Sun, Xin Dong, Xiang Shen, Hongyu Xiong

机构 * TikTok, Inc.（字节跳动公司） 纠错

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

Comments 10 pages, 5 figures

VTS-Guided AI Interaction Workflow for Business Insights

Sun Ding, Ude Enebeli, Atilhan, Manay, Ryan Pua, Kamal Kotak

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

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

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

Comments I submitted the replacement version as a new article by mistake. Future updates will appear at arXiv:2502.17110

GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision

Zihui Zhang, Yafei Yang, Hongtao Wen, Bo Yang

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

Comments ICLR 2025 Spotlight. Code and data are available at: https://github.com/vLAR-group/GrabS

xML-workFlow: an end-to-end explainable scikit-learn workflow for rapid biomedical experimentation

Khoa A. Tran, John V. Pearson, Nicola Waddell

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

Comments Technical Note, 8 pages, 1 figure

LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models

Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels

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

Comments 15 pages, 3 figures, to appear in the Extended Semantic Web Conference (ESWC 2025) proceedings in the Resource track

iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification

Yuanzhe Jin, Adrian Carrasco-Revilla, Min Chen

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

ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation

Jiahui Xiang, Tong Ye, Peiyu Liu, Yinan Zhang, Wenhai Wang

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

Workflow for Safe-AI

Suzana Veljanovska, Hans Dermot Doran

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

Comments Embedded World Conference, Nuremberg, 2025

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor

Mohammed-Khalil Ghali, Abdelrahman Farrag, Sarah Lam, Daehan Won

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

Large Language Model Agent for Hyper-Parameter Optimization

Siyi Liu, Chen Gao, Yong Li

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

AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds

Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan

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

Agent AI with LangGraph: A Modular Framework for Enhancing Machine Translation Using Large Language Models

Jialin Wang, Zhihua Duan

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

Generating a Low-code Complete Workflow via Task Decomposition and RAG

Orlando Marquez Ayala, Patrice Béchard

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

Comments Under review; 12 pages, 8 figures

EcoAct: Economic Agent Determines When to Register What Action

Shaokun Zhang, Jieyu Zhang, Dujian Ding, Mirian Hipolito Garcia, Ankur Mallick, Daniel Madrigal, Menglin Xia, Victor Rühle, Qingyun Wu, Chi Wang

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

Comments 16 pages, 10 figures

Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition

Shengcheng Luo, Quanquan Peng, Jun Lv, Kaiwen Hong, Katherine Rose Driggs-Campbell, Cewu Lu, Yong-Lu Li

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

Comments 8 pages, 6 figures

Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow

Tao Long, Katy Ilonka Gero, Lydia B. Chilton

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

Comments 22 pages, 16 figures. ACM Conference on Designing Interactive Systems (DIS 2024)