AI Agent

From Passive Tool to Socio-cognitive Teammate: A Conceptual Framework for Agentic AI in Human-AI Collaborative Learning

Lixiang Yan

机构 * School of Education, Tsinghua University（清华大学教育学院） ； Centre for Learning Analytics, Monash University（墨尔本大学学习分析中心） 纠错

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

AI Agents for Photonic Integrated Circuit Design Automation

Ankita Sharma, YuQi Fu, Vahid Ansari, Rishabh Iyer, Fiona Kuang, Kashish Mistry, Raisa Islam Aishy, Sara Ahmad, Joaquin Matres, Dirk R. Englund, Joyce K. S. Poon

机构 * University of Toronto（多伦多大学） ； Max Planck Institute of Microstructure Physics（马克斯·普朗克微结构物理研究所） ； GDSFactory ； Research Laboratory of Electronics, Massachusetts Institute of Technology（麻省理工学院电子研究实验室） 纠错

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

Action Engine: Automatic Workflow Generation in FaaS

Akiharu Esashi, Pawissanutt Lertpongrujikorn, Shinji Kato, Mohsen Amini Salehi

机构 * University of North Texas (UNT)（北卡罗来纳州立大学） 纠错

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

Comments Published in the Future Generation Computer Systems (FGCS) journal; Source code is available at: https://github.com/hpcclab/action_engine

SynthGuard: Redefining Synthetic Data Generation with a Scalable and Privacy-Preserving Workflow Framework

Eduardo Brito, Mahmoud Shoush, Kristian Tamm, Paula Etti, Liina Kamm

专题命中 工作流自动化 ：workflow(title)

Comments This is the extended version of the paper to appear in the Proceedings of the 1st International Workshop on Responsible Data Governance, Privacy, and Digital Transformation (RDGPT 2025), held in conjunction with the 20th International Conference on Availability, Reliability and Security (ARES 2025)

Don't Push the Button! Exploring Data Leakage Risks in Machine Learning and Transfer Learning

Andrea Apicella, Francesco Isgrò, Roberto Prevete

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

Comments Published on Artificial Intelligence Review journal. The paper is in Open Access available at https://link.springer.com/article/10.1007/s10462-025-11326-3

Journal ref Artificial Intelligence Review, 2025

Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users

Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa, Vera Liao, Himani Agrawal, Umang Bhatt, Krishnaram Kenthapadi, Alice Xiang, Maarten de Rijke, Nicholas Drabowski

机构 * University of Amsterdam, Netherlands（阿姆斯特丹大学） ； Google, USA（谷歌） ； Microsoft Research, Canada（微软研究院） ； University of Cambridge, United Kingdom（剑桥大学） 纠错

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

Comments Accepted to ICML 2022 Workshop on Interpretable ML in Healthcare

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

Reinforcement learning entangling operations on spin qubits

Mohammad Abedi, Markus Schmitt

专题命中 工作流自动化 ：agent(abstract)

Comments 31 pages, 10 figures

A likelihood-based Bayesian inference framework for the calibration of and selection between stochastic velocity-jump models

Arianna Ceccarelli, Alexander P. Browning, Tai Chaiamarit, Ilan Davis, Ruth E. Baker

专题命中 工作流自动化 ：agent(abstract)

Comments 30 pages, 8 figures SI: 21 pages, 17 figures

Messengers: Breaking Echo Chambers in Collective Opinion Dynamics with Homophily

Mohsen Raoufi, Heiko Hamann, Pawel Romanczuk

专题命中 工作流自动化 ：agent(abstract)

Comments This paper has been peer-reviewed and accepted for publication in Nature Portfolio Journal (NPJ) Complexity