AI Agent

A Disease-Centric Vision-Language Foundation Model for Precision Oncology in Kidney Cancer

Yuhui Tao, Zhongwei Zhao, Zilong Wang, Xufang Luo, Feng Chen, Kang Wang, Chuanfu Wu, Xue Zhang, Shaoting Zhang, Jiaxi Yao, Xingwei Jin, Xinyang Jiang, Yifan Yang, Dongsheng Li, Lili Qiu, Zhiqiang Shao, Jianming Guo, Nengwang Yu, Shuo Wang, Ying Xiong

机构 * Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, 200032, China（复旦大学基础医学学院数字医学研究中心） ； Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, 200032, China（上海市医疗影像计算与计算机辅助干预重点实验室） ； Department of Urology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China（山东大学齐鲁医院泌尿科） ； Microsoft Research Asia, Shanghai, 200232, China（微软亚洲研究院） ； Department of Radiology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, China（浙江大学医学院附属第一医院放射科） ； Center of Health data science, Linyi People’s Hospital, Shandong, 276003, China（临沂人民医院健康数据科学中心） ； Shandong Open Laboratory of Data Innovation Application, Shandong, 276003, China（山东省数据创新应用开放实验室） ； Department of Radiology, the First People’s Hospital of Lianyungang, Lianyungang, 222002, China（连云港第一人民医院放射科） ； Department of Urology, Zhangye People’s Hospital affiliated to Hexi University, Zhangye, 734000, China（张掖人民医院（河西大学附属）泌尿科） ； Department of Urology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China（上海交通大学附属瑞金医院泌尿科） ； Department of Urology, Linyi People’s Hospital, Shandong, 276003, China（临沂人民医院泌尿科） ； Department of Urology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China（复旦大学中山医院泌尿科） 纠错

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

Towards a DSL to Formalize Multimodal Requirements

Marcos Gomez-Vazquez, Jordi Cabot

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

Design and Evaluation of a Scalable Data Pipeline for AI-Driven Air Quality Monitoring in Low-Resource Settings

Richard Sserujongi, Daniel Ogenrwot, Nicholas Niwamanya, Noah Nsimbe, Martin Bbaale, Benjamin Ssempala, Noble Mutabazi, Raja Fidel Wabinyai, Deo Okure, Engineer Bainomugisha

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

Comments 15 pages, 11 figures, 34th International Conference on Software Engineering and Data Engineering

Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration

Yifei Chen, Guanting Dong, Yutao Zhu, Zhicheng Dou

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学中关村人工智能学院） 纠错

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

AlphaX: An AI-Based Value Investing Strategy for the Brazilian Stock Market

Paulo André Lima de Castro

机构 * Artificial Intelligence Applied to Finance Research Group- AIAF（人工智能应用于金融研究组） ； Aeronautics Institute of Technology -ITA（航空技术研究所） 纠错

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

Comments 6 pages

Simulation-Based Inference: A Practical Guide

Michael Deistler, Jan Boelts, Peter Steinbach, Guy Moss, Thomas Moreau, Manuel Gloeckler, Pedro L. C. Rodrigues, Julia Linhart, Janne K. Lappalainen, Benjamin Kurt Miller, Pedro J. Gonçalves, Jan-Matthis Lueckmann, Cornelius Schröder, Jakob H. Macke

机构 * Machine Learning in Science, University of Tübingen（机器学习科学系，图宾根大学） ； Tübingen AI Center（图宾根人工智能中心） ； TransferLab, appliedAI Institute for Europe（TransferLab，应用AI欧洲研究所） ； Helmholtz AI and Helmholtz-Zentrum Dresden-Rossendorf（海德堡人工智能与德累斯顿-罗斯托克研究中心） ； Université Paris-Saclay, Inria, CEA, Palaiseau, 91120, France（巴黎-萨克雷大学，法国国家信息与自动化研究所，法国原子能委员会，帕莱伊索，91120） ； Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK（格勒诺布尔阿尔卑斯大学，法国国家信息与自动化研究所，国家科学研究中心，格勒诺布尔INP，LJK） ； University of Amsterdam（阿姆斯特丹大学） ； VIB-Neuroelectronics Research Flanders (NERF), Belgium（比利时弗拉芒神经电子研究VIB-NERF） ； Departments of Computer Science and Electrical Engineering, KU Leuven, Belgium（比利时鲁文大学计算机科学与电气工程系） ； Google Research（谷歌研究） ； Department Empirical Inference, Max Planck Institute for Intelligent Systems, Tübingen, Germany（经验推理部门，马克斯·普朗克智能系统研究所，图宾根，德国） 纠错

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

Machine Learning-Based Manufacturing Cost Prediction from 2D Engineering Drawings via Geometric Features

Ahmet Bilal Arıkan, Şener Özönder, Mustafa Taha Koçyiğit, Hüseyin Oktay Altun, H. Kübra Küçükkartal, Murat Arslanoğlu, Fatih Çağırankaya, Berk Ayvaz

机构 * Institute for Data Science \& Artificial Intelligence, Bo g azi c i University, \. I stanbul, T\" u rkiye ； ArtificaX Technologies, Bo g azi c i Teknopark, \. I stanbul, T\" u rkiye ； Teknorot Automative Products Inc., D\" u zce, T\" u rkiye ； \. I stanbul Ticaret University, Faculty of Engineering, Industrial Engineering, \. I stanbul, T\" u rkiye 纠错

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

Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process

Mohi Reza, Jeb Thomas-Mitchell, Peter Dushniku, Nathan Laundry, Joseph Jay Williams, Anastasia Kuzminykh

机构 * University of Toronto（多伦多大学） 纠错

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

Journal ref PACMHCI (CSCW 2025)

A Feasibility Experiment on the Application of Predictive Coding to Instant Messaging Corpora

Thanasis Schoinas, Ghulam Qadir

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

EVOSCAT: Exploring Software Change Dynamics in Large-Scale Historical Datasets

Souhaila Serbout, Diana Carolina Muñoz Hurtado, Hassan Atwi, Edoardo Riggio, Cesare Pautasso

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

Comments Submitted to VISSOFT 2025. For the hi-resolution version of the paper, see https://design.inf.usi.ch/publications/2025/vissoft

Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval

Shengjie Ma, Qi Chu, Jiaxin Mao, Xuhui Jiang, Haozhe Duan, Chong Chen

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学耿丽人工智能学院） ； Beijing Normal University（北京师范大学） ； DataArc Tech Ltd.（数据弧科技有限公司） ； Huawei Cloud BU（华为云业务单元） 纠错

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

CaRoBio: 3D Cable Routing with a Bio-inspired Gripper Fingernail

Jiahui Zuo, Boyang Zhang, Fumin Zhang

机构 * Department of Electronic and Computer Engineering（电子与计算机工程系） ； 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 ：planning(abstract)；分类 cs.AI

Harnessing Input-Adaptive Inference for Efficient VLN

Dongwoo Kang, Akhil Perincherry, Zachary Coalson, Aiden Gabriel, Stefan Lee, Sanghyun Hong

机构 * Oregon State University（俄勒冈州立大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted to ICCV 2025 [Poster]

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Mahmoud Alwakeel, Emory Buck, Jonathan G. Martin, Imran Aslam, Sudarshan Rajagopal, Jian Pei, Mihai V. Podgoreanu, Christopher J. Lindsell, An-Kwok Ian Wong

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

Exploring the Technical Knowledge Interaction of Global Digital Humanities: Three-decade Evidence from Bibliometric-based perspectives

Jiayi Li, Chengxi Yan, Yurong Zeng, Zhichao Fang, Huiru Wang

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

Journal ref Proceedings of 2025 Digital Humanities Conference

From Natural Language to Solver-Ready Power System Optimization: An LLM-Assisted, Validation-in-the-Loop Framework

Yunkai Hu, Tianqiao Zhao, Meng Yue

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； University of Southern California（南加州大学） ； Department of Electrical Engineering（电气工程系） ； University of Texas at Arlington（德克萨斯大学阿灵顿分校） ； Interdisciplinary Science Department（跨学科科学系） ； Brookhaven National Laboratory（布鲁赫斯国家实验室） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Civil Servants as Builders: Enabling Non-IT Staff to Develop Secure Python and R Tools

Prashant Sharma

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

Comments Post-proceedings paper presented at LIMITS 2025: 11th Workshop on Computing within Limits, 2025-06-26/27, Online

sbi reloaded: a toolkit for simulation-based inference workflows

Jan Boelts, Michael Deistler, Manuel Gloeckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

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

Evaluating the Stability of Deep Learning Latent Feature Spaces

Ademide O. Mabadeje, Michael J. Pyrcz

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

Comments 30 pages, 11 figures, submitted to Journal

Journal ref Mathematical Geosciences 2025

Probing and Enhancing the Robustness of GNN-based QEC Decoders with Reinforcement Learning

Ryota Ikeda

机构 * Department of Electrical and Electric Engineering, Yamaguchi University（电气与电子工程系，山口大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 4 pages, 3 figures

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT

Hartmut Häntze, Lina Xu, Christian J. Mertens, Felix J. Dorfner, Leonhard Donle, Felix Busch, Avan Kader, Sebastian Ziegelmayer, Nadine Bayerl, Nassir Navab, Daniel Rueckert, Julia Schnabel, Hugo JWL Aerts, Daniel Truhn, Fabian Bamberg, Jakob Weiß, Christopher L. Schlett, Steffen Ringhof, Thoralf Niendorf, Tobias Pischon, Hans-Ulrich Kauczor, Tobias Nonnenmacher, Thomas Kröncke, Henry Völzke, Jeanette Schulz-Menger, Klaus Maier-Hein, Mathias Prokop, Bram van Ginneken, Alessa Hering, Marcus R. Makowski, Lisa C. Adams, Keno K. Bressem

机构 * Department of Radiology, Charité - Universitätsmedizin Berlin（柏林查理医院放射科） ； Freie Universität Berlin（柏林自由大学） ； Humboldt Universität zu Berlin（柏林洪堡大学） ； Diagnostic Image Analysis Group, Radboud University Medical Center（拉德堡德大学医学中心诊断图像分析组） ； School of Medicine and Health, Klinikum rechts der Isar, TUM University Hospital（医学与健康学院，莱比锡大学医院） ； Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg（埃朗根大学医院放射科，埃朗根-纽伦堡弗里德里希-亚历山大大学） ； Laboratory for Computer Aided Medical Procedures, Technical University of Munich（慕尼黑技术大学计算机辅助医疗程序实验室） ； Chair for AI in Medicine and Healthcare, Klinikum rechts der Isar, Technical University Munich（医学与健康中的AI教授职位，莱比锡大学医院，慕尼黑技术大学） 纠错

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

Comments 17 pages, 6 figures; updated data; completed co-author info

Deep Learning-based Scalable Image-to-3D Facade Parser for Generating Thermal 3D Building Models

Yinan Yu, Alex Gonzalez-Caceres, Samuel Scheidegger, Sanjay Somanath, Alexander Hollberg

机构 * Department of Computer Science and Engineering, Chalmers University of Technology（计算机科学与工程系，查尔姆斯理工大学） ； Department of Architecture and Civil Engineering, Chalmers University of Technology（建筑与土木工程系，查尔姆斯理工大学） 纠错

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

Comments Accepted in Automation in Construction

Circuit-Aware SAT Solving: Guiding CDCL via Conditional Probabilities

Jiaying Zhu, Ziyang Zheng, Zhengyuan Shi, Yalun Cai, Qiang Xu

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

Comments 11 pages, 7 figures

BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images

Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan

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

Comments 22 Pages, 5 Figures, 1 Table

Journal ref npj Digital Medicine (2025)

From Legacy to Standard: LLM-Assisted Transformation of Cybersecurity Playbooks into CACAO Format

Mehdi Akbari Gurabi, Lasse Nitz, Radu-Mihai Castravet, Roman Matzutt, Avikarsha Mandal, Stefan Decker

机构 * Fraunhofer FIT（弗劳恩霍夫研究所） 纠错

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

Comments 20 pages, including appendices, 32 references, 4 tables, 7 main figures (some of them has sub-figures)

SkeNa: Learning to Navigate Unseen Environments Based on Abstract Hand-Drawn Maps

Haojun Xu, Jiaqi Xiang, Wu Wei, Jinyu Chen, Linqing Zhong, Linjiang Huang, Hongyu Yang, Si Liu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 9 pages, 5 figures

What's in a Proof? Analyzing Expert Proof-Writing Processes in F* and Verus

Rijul Jain, Shraddha Barke, Gabriel Ebner, Md Rakib Hossain Misu, Shan Lu, Sarah Fakhoury

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Reinforcement learning to learn quantum states for Heisenberg scaling accuracy

Jeongwoo Jae, Jeonghoon Hong, Jinho Choo, Yeong-Dae Kwon

机构 * R\&D center, Samsung SDS, Seoul, 05510, Republic of Korea 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 15 pages, 8 figures

Journal ref Advanced Quantum Technologies 2025

Clinicians' Voice: Fundamental Considerations for XAI in Healthcare

T. E. Röber, R. Goedhart, S. İ. Birbil

机构 * Amsterdam Business School University of Amsterdam（阿姆斯特丹商学院大学） 纠错

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

RL as Regressor: A Reinforcement Learning Approach for Function Approximation

Yongchao Huang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 7 pages