AI Agent

Fault2Flow: An AlphaEvolve-Optimized Human-in-the-Loop Multi-Agent System for Fault-to-Workflow Automation

Yafang Wang, Yangjie Tian, Xiaoyu Shen, Gaoyang Zhang, Jiaze Sun, He Zhang, Ruohua Xu, Feng Zhao

机构 * ISILC, Victoria University（维多利亚大学ISILC） ； Kexin Melbourne AI Research Center（墨尔本凯欣人工智能研究中心） ； Eastern Institute of Technology（东部技术研究所） 纠错

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

Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration

Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoit Gaudou, Koji Shimoyama, Joseph Morlier

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

Ontology-Driven Model-to-Model Transformation of Workflow Specifications

Francisco Abreu, Luís Cruz, Sérgio Guerreiro

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

A Workflow for Full Traceability of AI Decisions

Julius Wenzel, Syeda Umaima Alam, Andreas Schmidt, Hanwei Zhang, Holger Hermanns

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

Comments 10 pages, 10 figures

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics

Yueqing Xi, Yifan Bai, Huasen Luo, Weiliang Wen, Hui Liu, Haoliang Li

机构 * Department of Electronic Engineering, City University of Hong Kong(DongGuan)（香港城市大学（东莞）电子工程系） ； Department of Electronic Engineering, City University of Hong Kong（香港城市大学电子工程系） 纠错

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

Development of an Uncertainty Workflow to Support Landsat TIRS Split Window-Derived Surface Temperature Products

Amirhossein Hassanzadeh, Robert Mancini, Aaron Gerace, Rehman Eon, Matthew Montanaro

专题命中 工作流自动化 ：workflow(title,abstract)

RulePilot: An LLM-Powered Agent for Security Rule Generation

Hongtai Wang, Ming Xu, Yanpei Guo, Weili Han, Hoon Wei Lim, Jin Song Dong

专题命中 工作流自动化 ：agent(title,abstract)

Comments This paper has been accepted for publication at ICSE 2026

Optimal Multi-Constrained Workflow Scheduling for Cyber-Physical Systems in the Edge-Cloud Continuum

Andreas Kouloumpris, Georgios L. Stavrinides, Maria K. Michael, Theocharis Theocharides

专题命中 工作流自动化 ：workflow(title,abstract)

Comments This version of the manuscript has been accepted for publication in the Proceedings of the 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) after peer review (Author Accepted Manuscript). It is not the final published version (Version of Record) and does not reflect any post-acceptance improvements

Journal ref Proceedings of the 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), Osaka, Japan, 2024, pp. 483-492

FinStat2SQL: A Text2SQL Pipeline for Financial Statement Analysis

Quang Hung Nguyen, Phuong Anh Trinh, Phan Quoc Hung Mai, Tuan Phong Trinh

机构 * College of Technology, National Economics University（技术学院，国家经济大学） 纠错

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

Comments Accepted for The 18th International Natural Language Generation Conference (INLG)

Journal ref https://aclanthology.org/2025.inlg-main.27/

Identify As A Human Does: A Pathfinder of Next-Generation Anti-Cheat Framework for First-Person Shooter Games

Jiayi Zhang, Chenxin Sun, Yue Gu, Qingyu Zhang, Jiayi Lin, Xiaojiang Du, Chenxiong Qian

机构 * School of Computing and Data Science, The University of Hong Kong（计算与数据科学学院，香港大学） ； Department of Electrical and Computer Engineering, Stevens Institute of Technology（电气与计算机工程系，史蒂文斯理工学院） 纠错

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

Assay2Mol: large language model-based drug design using BioAssay context

Yifan Deng, Spencer S. Ericksen, Anthony Gitter

机构 * Department of Computer Sciences, University of Wisconsin-Madison（威斯康星大学麦迪逊分校计算机科学系） ； Morgridge Institute for Research（摩尔格德研究所） ； Drug Development Core, Small Molecule Screening Facility, University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison（威斯康星大学卡本癌症中心药物开发核心、小分子筛选设施） ； Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison（威斯康星大学麦迪逊分校生物统计学与医学信息学系） 纠错

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

Comments 26 pages, 10 figures

Case study of a differentiable heterogeneous multiphysics solver for a nuclear fusion application

Jack B. Coughlin, Archis Joglekar, Jonathan Brodrick, Alexander Lavin

机构 * Pasteur Labs（帕斯特实验室） ； Ergodic LLC（Ergodic公司） ； ISI（信息科学研究所） 纠错

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

From Black Box to Bijection: Interpreting Machine Learning to Build a Zeta Map Algorithm

Xiaoyu Huang, Blake Jackson, Kyu-Hwan Lee

机构 * Department of Mathematics, Temple University, Philadelphia, PA 19122, U.S.A.（特拉华大学数学系） ； Department of Mathematics, University of Connecticut, Storrs, CT 06269, U.S.A.（康涅狄格大学数学系） ； Korea Institute for Advanced Study, Seoul 02455, Republic of Korea（韩国高级研究院） 纠错

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

Comments Extended abstract submitted to the 38th FPSAC (2026, Seattle). 12 pages, 1 figure

One VLM, Two Roles: Stage-Wise Routing and Specialty-Level Deployment for Clinical Workflows

Shayan Vassef, Soorya Ram Shimegekar, Abhay Goyal, Koustuv Saha, Pi Zonooz, Navin Kumar

机构 * Nimblemind USA（Nimblemind公司） ； Florida International University（佛罗里达国际大学） ； University of Illinois - Urbana Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Towards autonomous quantum physics research using LLM agents with access to intelligent tools

Sören Arlt, Xuemei Gu, Mario Krenn

机构 * Machine Learning in Science Cluster, Department of Computer Science, Faculty of Science, University of Tuebingen, Germany（图宾根大学科学与技术学院计算机科学系机器学习科学集群） ； Max Planck Institute for the Science of Light, Erlangen, Germany（马克斯·普朗克光科学研究所） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 24 pages, 5 figures

Network Operations Scheduling for Distributed Quantum Computing

Nitish Kumar Chandra, Eneet Kaur, Kaushik P. Seshadreesan

专题命中 工作流自动化 ：workflow(abstract)

Comments Published in 2024 IEEE 6th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA)

Quantum community detection via deterministic elimination

Chukwudubem Umeano, Stefano Scali, Oleksandr Kyriienko

专题命中 工作流自动化 ：workflow(abstract)

Comments 12 pages, 8 figures

Journal ref Phys. Rev. A 112, 052422 (2025)

Bayesian mitigation of measurement errors in multiqubit experiments

F. Cosco, F. Plastina, N. Lo Gullo

专题命中 工作流自动化 ：workflow(abstract)

Comments 13 pages, 7 figures

Journal ref Phys. Rev. A 112, 042621 (2025)

Monolithic Units: Actuation, Sensing, and Simulation for Integrated Soft Robot Design

Trevor Exley, Anderson Brazil Nardin, Petr Trunin, Diana Cafiso, Lucia Beccai

机构 * Soft BioRobotics Perception Lab of the Istituto Italiano di Tecnologia (IIT)（意大利技术研究院（IIT）软生物机器人感知实验室） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 8 pages, 6 figures, 1 algorithm, 1 table

Semantic Prioritization in Visual Counterfactual Explanations with Weighted Segmentation and Auto-Adaptive Region Selection

Lintong Zhang, Kang Yin, Seong-Whan Lee

机构 * Department of Artificial Intelligence, Korea University（人工智能系，韩国大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 31page, 7 figures

Mock Observations for the CSST Mission: Integral Field Spectrograph--Instrument Simulation

Zhao-Jun Yan, Jun Yin, Lei Hao, Shi-Yin Shen, Wei Chen, Shuai Feng, Yi-Fei Xiong, Chun Xu, Xin-Rong Wen, Lin Lin, Chao Liu, Lin Long, Zhen-Lei Chen, Mao-Chun Wu, Xiao-Bo Li, Zhang Ban, Xun Yang, Yu-Xi Jiang, Guo-Liang Li, Ke-Xin Li, Jian-Jun Chen, Nan Li, Cheng-Liang Wei, Lei Wang, Bai-Chuan Ren, Jun Wei, Jing Tang, Ran Li

专题命中 工作流自动化 ：workflow(abstract)

Comments 24 pages, 17 figures, accepted by RAA

SCoRES: An R Package for Simultaneous Confidence Region Estimates

Zhuoran Yu, Armin Schwartzman, Junting Ren, Julia Wrobel

专题命中 工作流自动化 ：workflow(abstract)

Comments 36 pages, 18 figures

Regret, Uncertainty, and Bounded Rationality in Norm-Driven Decisions

Christos Charalambous

专题命中 工作流自动化 ：agent(abstract)

Comments 23 pages, 7 figures

Language-Enhanced Generative Modeling for Amyloid PET Synthesis from MRI and Blood Biomarkers

Zhengjie Zhang, Xiaoxie Mao, Qihao Guo, Shaoting Zhang, Qi Huang, Mu Zhou, Fang Xie, Mianxin Liu

机构 * organization= Shanghai Artificial Intelligence Laboratory , city= Shanghai , postcode= 200082 , country= China ； organization= School of Medicine, Xiamen University , city= Xiamen , state= Fujian , country= China ； organization= Department of Nuclear Medicine \& PET Center, Huashan Hospital, Fudan University , city= Shanghai , country= China ； organization= Department of Gerontology, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital , city= Shanghai , country= China ； organization= Department of Computer Science, Rutgers University , city= New Brunswick , state= New Jersey , country= United States ； organization= Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , city= Shenzhen , country= China 纠错

专题命中 工作流自动化 ：workflow(abstract)

Comments 31 pages, 8 figures

Do triangles matter? Replicating hypergraph disease dynamics with lower-order interactions

Eugene Tan, Michael Small, Shannon D. Algar

专题命中 工作流自动化 ：agent(abstract)

A Leakage-Aware Data Layer For Student Analytics: The Capire Framework For Multilevel Trajectory Modeling

H. R. Paz

专题命中 工作流自动化 ：agent(abstract)

Comments Pages: 52 Figures: 4 (Figures 3.1, 3.2, 6.1, and 7.5) Tables: 5 (Tables 2.1, 2.2, 3.1, 7.1, and 7.2) Type: Journal Article Essential Info: A methodological framework (CAPIRE) with an empirical case study (1,343 students)

AstroECP: towards more practical Electron Channeling Contrast Imaging

M. Haroon Qaiser, Lukas Berners, Robin J. Scales, Tianbi Zhang, Martin Heller, Jiri Dluhos, Sandra Korte-Kerzel, T. Ben Britton

专题命中 工作流自动化 ：workflow(abstract)

Comments as submitted version, post-peer review

SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model

Jing Zhang, Zhikai Li, Chengzhi Hu, Xuewen Liu, Qingyi Gu

专题命中 工作流自动化 ：workflow(abstract)

Comments AAAI 2026. Code is available at https://github.com/jingjing0419/SAQ-SAM