AI Agent

Unpacking Musical Symbolism in Online Communities: Content-Based and Network-Centric Approaches

Kajwan Ziaoddini

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

Reevaluating Convolutional Neural Networks for Spectral Analysis: A Focus on Raman Spectroscopy

Deniz Soysal, Xabier García-Andrade, Laura E. Rodriguez, Pablo Sobron, Laura M. Barge, Renaud Detry

机构 * Lunar \& Planetary Institute, Universities Space Research Association, 3600 Bay Area Boulevard, Houston, TX 77058, USA ； Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, La Cañada Flintridge, CA 91011, USA ； KU Leuven, Dept.\ Electrical Engineering, Research Unit Processing Speech 纠错

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

Journal ref ACS Earth and Space Chemistry, 2025, ASAP

Automated Model Discovery via Multi-modal & Multi-step Pipeline

Lee Jung-Mok, Nam Hyeon-Woo, Moon Ye-Bin, Junhyun Nam, Tae-Hyun Oh

机构 * Dept. of Electrical Engineering, POSTECH（POSTECH电子工程系） ； Samsung Electronics（三星电子） ； School of Computing, KAIST（KAIST计算机科学学院） 纠错

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

Guided Diffusion for the Discovery of New Superconductors

Pawan Prakash, Jason B. Gibson, Zhongwei Li, Gabriele Di Gianluca, Juan Esquivel, Eric Fuemmeler, Benjamin Geisler, Jung Soo Kim, Adrian Roitberg, Ellad B. Tadmor, Mingjie Liu, Stefano Martiniani, Gregory R. Stewart, James J. Hamlin, Peter J. Hirschfeld, Richard G. Hennig

机构 * Department of Physics, University of Florida（佛罗里达大学物理系） ； Quantum Theory Project, University of Florida（佛罗里达大学量子理论项目） ； Department of Materials Science and Engineering, University of Florida（佛罗里达大学材料科学与工程系） ； Department of Aerospace Engineering and Mechanics, University of Minnesota（明尼苏达大学航空航天工程与力学系） ； Department of Chemistry, University of Florida（佛罗里达大学化学系） ； Center for Soft Matter Research, Department of Physics, New York University（纽约大学软物质研究中心） ； Simons Center for Computational Physical Chemistry, New York University（纽约大学计算物理化学中心） ； Courant Institute of Mathematical Sciences, New York University（纽约大学应用数学科学学院） ； Center for Neural Science, New York University（纽约大学神经科学中心） 纠错

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

Comments 13 pages, 5 figures, 1 table

A Data-Centric Perspective on the Influence of Image Data Quality in Machine Learning Models

Pei-Han Chen, Szu-Chi Chung

机构 * Department of Applied Mathematics, National Sun Yat-sen University, Kaohsiung, Taiwan（应用数学系，国立中山大学，高雄，台湾） 纠错

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

Comments 9 pages, 1 figure, 12 tables

From Sound to Setting: AI-Based Equalizer Parameter Prediction for Piano Tone Replication

Song-Ze Yu

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

Comments Undergraduate project technical preprint. 4 pages, 6 figures. Code & data: https://github.com/vaclisinc/Vaclis_Tone_Replication Primary: cs.SD, Secondary: cs.LG

Agents for self-driving laboratories applied to quantum computing

Shuxiang Cao, Zijian Zhang, Mohammed Alghadeer, Simone D Fasciati, Michele Piscitelli, Mustafa Bakr, Peter Leek, Alán Aspuru-Guzik

机构 * 1 Clarendon Laboratory, Department of Physics, University of Oxford, Oxford, OX1 3PU, UK ； 2 Department of Computer Science, University of Toronto, Toronto, ON M5S 2E4, Canada ； 3 Vector Institute for Artificial Intelligence, Toronto, ON, M5G 1M1, Canada ； 4 Department of Chemistry, University of Toronto, Toronto, ON M5S 3H6, Canada ； 5 Department of Materials Science \& Engineering, University of Toronto, Toronto, ON M5S 3E4, Canada ； 6 Department of Chemical Engineering \& Applied Chemistry, University of Toronto, Toronto, ON M5S 3E5, Canada ； 7 Canadian Institute for Advanced Research (CIFAR), Toronto, ON M5G 1M1, Canada 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

GUI-Shepherd: Reliable Process Reward and Verification for Long-Sequence GUI Tasks

Cong Chen, Kaixiang Ji, Hao Zhong, Muzhi Zhu, Anzhou Li, Guo Gan, Ziyuan Huang, Cheng Zou, Jiajia Liu, Jingdong Chen, Hao Chen, Chunhua Shen

机构 * Zhejiang University（浙江大学） ； Ant Group（蚂蚁集团） ； Zhejiang University of Technology（浙江工业大学） 纠错

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

Why Alignment Must Precede Distillation: A Minimal Working Explanation

Sungmin Cha, Kyunghyun Cho

机构 * New York University（纽约大学） ； Genentech（基因泰克） 纠错

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

Comments Preprint

PHASE: Physics-Integrated, Heterogeneity-Aware Surrogates for Scientific Simulations

Dawei Gao, Dali Wang, Zhuowei Gu, Qinglei Cao, Xiao Wang, Peter Thornton, Dan Ricciuto, Yunhe Feng

机构 * University of North Texas（北卡罗来纳州立大学） ； Oak Ridge National Laboratory（橡树岭国家实验室） ； Saint Louis University（圣路易斯大学） 纠错

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

Comments 19 pages, 13 figures

The InviTE Corpus: Annotating Invectives in Tudor English Texts for Computational Modeling

Sophie Spliethoff, Sanne Hoeken, Silke Schwandt, Sina Zarrieß, Özge Alaçam

机构 * Dept. of History, Faculty of History, Philosophy and Theology, Bielefeld University（历史系，历史、哲学与神学学院，比勒菲尔德大学） ； Computational Linguistics, Dept. of Linguistics, Bielefeld University（计算语言学，语言学系，比勒菲尔德大学） 纠错

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

SoDaDE: Solvent Data-Driven Embeddings with Small Transformer Models

Gabriel Kitso Gibberd, Jose Pablo Folch, Antonio Del Rio Chanona

机构 * Imperial College London（帝国理工学院伦敦分校） ； SOLVE Chemistry（SOLVE化学） 纠错

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

Comments 7 pages, 2 figures, 3 tables, to be presented as a poster at the NeurIPS 2025 Workshop on Machine Learning and the Physical Sciences

Log2Plan: An Adaptive GUI Automation Framework Integrated with Task Mining Approach

Seoyoung Lee, Seonbin Yoon, Seongbeen Lee, Hyesoo Kim, Joo Yong Sim

机构 * Sookmyung Women's University（首尔女子大学） 纠错

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

Mind the Missing: Variable-Aware Representation Learning for Irregular EHR Time Series using Large Language Models

Jeong Eul Kwon, Joo Heung Yoon, Hyo Kyung Lee

机构 * School of Industrial Management Engineering, Korea University（韩国大学工业管理工程学院） ； Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh（匹兹堡大学医学部呼吸科、过敏科、重症医学科及睡眠医学科） 纠错

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

Contextual Combinatorial Bandits with Changing Action Sets via Gaussian Processes

Andi Nika, Sepehr Elahi, Cem Tekin

机构 * Max Planck Institute for Software Systems（马克斯·普朗克软件系统研究所） ； Department of Computer and Communication Sciences（计算机与通信科学系） ； Department of Electrical and Electronics Engineering（电气与电子工程系） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 34 pages, 7 figures

MAGIC: Multi-task Gaussian process for joint imputation and classification in healthcare time series

Dohyun Ku, Catherine D. Chong, Visar Berisha, Todd J. Schwedt, Jing Li

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

Comments 36 pages, 4 figures

FedOC: Multi-Server FL with Overlapping Client Relays in Wireless Edge Networks

Yun Ji, Zeyu Chen, Xiaoxiong Zhong, Yanan Ma, Sheng Zhang, Yuguang Fang

机构 * Key Laboratory of Advanced Sensor and Integrated System, the Tsinghua Shenzhen International Graduate School, Tsinghua University（先进传感器与集成系统重点实验室、清华大学深圳国际研究生院、清华大学） ； Department of New Networks, Peng Cheng Laboratory（新型网络系、鹏城实验室） ； Hong Kong JC STEM Lab of Smart City and the Department of Computer Science, City University of Hong Kong（智慧城市Hong Kong JC STEM实验室和计算机科学系、香港城市大学） 纠错

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

Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework

Heng Zhang, Chengzhi Zhang

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

Journal ref Journal of Informetrics, 2025

Soft Hoeffding Tree: A Transparent and Differentiable Model on Data Streams

Kirsten Köbschall, Lisa Hartung, Stefan Kramer

机构 * Johannes Gutenberg University Mainz（法兰克福-莱茵河大学） 纠错

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

Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts

Rochana Prih Hastuti, Rian Adam Rajagede, Mansour Al Ghanim, Mengxin Zheng, Qian Lou

机构 * University of Central Florida（中央佛罗里达大学） 纠错

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

Comments Accepted at EMNLP 2025 Findings. Camera Ready

Where Do I 'Add the Egg'?: Exploring Agency and Ownership in AI Creative Co-Writing Systems

Dashiel Carrera, Jeb Thomas-Mitchell, Daniel Wigdor

机构 * University of Toronto（多伦多大学） 纠错

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

Comments 17 pages, 3 figures, 3 tables

Enhancing business process execution with a context engine

Christian Janiesch, Jörn Kuhlenkamp

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

Comments This research and development project is funded by the German Federal Ministry of Education and Research (BMBF) within the framework concept "Innovations for Tomorrow's Production, Services, and Work" (Funding No. 02P17D160) and managed by the Project Management Agency Karlsruhe (PTKA). The author is responsible for the contents of this publication

Journal ref Business Process Management Journal, 2019, Vol. 25 No. 6, pp. 1273-1290

Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

机构 * Fraunhofer Institute for Applied Information Technology（弗劳恩霍夫应用信息科技研究所） ； RWTH Aachen University（亚琛工业大学） 纠错

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

Comments The Version of Record of this contribution will be published in the proceedings of the 23rd International Conference on Business Process Management (BPM 2025). This preprint has not undergone peer review or any post-submission improvements or corrections

Revisiting Training-Inference Trigger Intensity in Backdoor Attacks

Chenhao Lin, Chenyang Zhao, Shiwei Wang, Longtian Wang, Chao Shen, Zhengyu Zhao

机构 * Xi’an Jiaotong University（西安交通大学） 纠错

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

Comments To Appear in the 34th USENIX Security Symposium (USENIX Security 25)

Hybrid Quantum-Classical Neural Networks for Few-Shot Credit Risk Assessment

Zheng-an Wang, Yanbo J. Wang, Jiachi Zhang, Qi Xu, Yilun Zhao, Jintao Li, Yipeng Zhang, Bo Yang, Xinkai Gao, Xiaofeng Cao, Kai Xu, Pengpeng Hao, Xuan Yang, Heng Fan

机构 * Beijing Key Laboratory of Fault-Tolerant Quantum Computing（北京容错量子计算重点实验室） ； Beijing Academy of Quantum Information Sciences（北京量子信息科学研究院） ； Longying Zhida (Beijing) Technology Co., Ltd.（长岭智达（北京）科技有限公司） ； Beijing National Laboratory for Condensed Matter Physics（北京凝聚态物理国家实验室） ； Institute of Physics, Chinese Academy of Sciences（中国科学院物理研究所） ； School of Physical Sciences, University of Chinese Academy of Sciences（中国科学院大学物理科学学院） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； Hefei National Laboratory（合肥国家实验室） ； Yale School of Management, Yale University（耶鲁大学管理学院） ； Songshan Lake Materials Laboratory（松山湖材料实验室） 纠错

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

Generative AI Pipeline for Interactive Prompt-driven 2D-to-3D Vascular Reconstruction for Fontan Geometries from Contrast-Enhanced X-Ray Fluoroscopy Imaging

Prahlad G Menon

机构 * University of Pittsburgh（匹兹堡大学） ； The American Association for Thoracic Surgery (AATS)（美国胸外科医师协会） 纠错

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

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

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

Comments EMNLP 2025 Main

Flow-Based Fragment Identification via Binding Site-Specific Latent Representations

Rebecca Manuela Neeser, Ilia Igashov, Arne Schneuing, Michael Bronstein, Philippe Schwaller, Bruno Correia

机构 * Ecole Polytechnique Fédérale de Lausanne（瑞士联邦理工学院） ； Oxford University（牛津大学） ； VantAI ； Aithyra Research Institute for Biomedical Artificial Intelligence（Aithyra生物医学人工智能研究所） ； National Centre of Competence in Research (NCCR) Catalysis EPFL, Switzerland（瑞士国家研究能力中心（NCCR）催化EPFL，瑞士） 纠错

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

A Dimensionality-Reduced XAI Framework for Roundabout Crash Severity Insights

Rohit Chakraborty, Subasish Das

机构 * Ingram School of Engineering（Ingram 工程学院） ； Texas State University（德克萨斯州立大学） 纠错

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

Comments This is the author's preprint version of a paper accepted for presentation at HICSS 59 (Hawaii International Conference on System Sciences), 2026, Hawaii, USA. The final published version will appear in the official conference proceedings. Conference site: https://hicss.hawaii.edu/

Data-Driven Discovery of Emergent Dynamics in Reaction-Diffusion Systems from Sparse and Noisy Observations

Saumitra Dwivedi, Ricardo da Silva Torres, Ibrahim A. Hameed, Gunnar Tufte, Anniken Susanne T. Karlsen

机构 * Department of ICT and Natural Sciences, Norwegian University of Science and Technology（信息与自然科学系，挪威科学技术大学） ； Department of Computer Science, Norwegian University of Science and Technology（计算机科学系，挪威科学技术大学） ； Artificial Intelligence Group, Wageningen University and Research（人工智能组，瓦赫宁根大学与研究中心） ； Department of Mechanical Engineering and Technology Management, Norwegian University of Life Sciences（机械工程与技术管理系，挪威生命科学大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG