AI Agent

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Dongge Han, Camille Couturier, Daniel Madrigal Diaz, Xuchao Zhang, Victor Rühle, Saravan Rajmohan

机构 * Microsoft（微软） 纠错

专题命中 工作流自动化 ：agent(title,abstract)；workflow(title,abstract)；multi-agent(title,abstract)；tool use(abstract)

ContextNav: Towards Agentic Multimodal In-Context Learning

Honghao Fu, Yuan Ouyang, Kai-Wei Chang, Yiwei Wang, Zi Huang, Yujun Cai

机构 * The University of Queensland（昆士兰大学） ； Nanjing University（南京大学） ； University of California, Los Angeles（加州大学洛杉矶分校） ； University of California, Merced（加州大学默塞德分校） 纠错

专题命中 工作流自动化 ：agentic(title,abstract)；agent(abstract)；planning(abstract)；workflow(abstract)

LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions

Mizanur Rahman, Amran Bhuiyan, Mohammed Saidul Islam, Md Tahmid Rahman Laskar, Ridwan Mahbub, Ahmed Masry, Shafiq Joty, Enamul Hoque

机构 * York University（约克大学） ； Vector Institute for AI（人工智能矢量研究所） ； Dialpad Inc.（Dialpad公司） ； Nanyang Technological University（南洋理工大学） ； Salesforce AI Research（Salesforce人工智能研究） 纠错

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)；tool use(abstract)；planning(abstract)

Comments Survey paper; 45 data science agents; under review

Bio-Inspired Robotic Houbara: From Development to Field Deployment for Behavioral Studies

Lyes Saad Saoud, Irfan Hussain

机构 * Khalifa University Center for Autonomous Robotic Systems (KUCARS)（哈利法大学自主机器人系统中心） 纠错

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

Semantic Similarity in Radiology Reports via LLMs and NER

Beth Pearson, Ahmed Adnan, Zahraa S. Abdallah

机构 * University of Bristol（布里斯托大学） ； Rosenfield Health Tech Ltd（罗森菲尔德健康科技有限公司） 纠错

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

Spec2Control: Automating PLC/DCS Control-Logic Engineering from Natural Language Requirements with LLMs - A Multi-Plant Evaluation

Heiko Koziolek, Thilo Braun, Virendra Ashiwal, Sofia Linsbauer, Marthe Ahlgreen Hansen, Karoline Grotterud

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

Comments 12 pages, 9 figures

Adaptive Federated Learning via Dynamical System Model

Aayushya Agarwal, Larry Pileggi, Gauri Joshi

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Multi-Modal Oral Cancer Detection Using Weighted Ensemble Convolutional Neural Networks

Ajo Babu George, Sreehari J R Ajo Babu George, Sreehari J R Ajo Babu George, Sreehari J R

机构 * Dicemed 纠错

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

ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs

Changhong Li, Clément Bled, Rosa Fernandez, Shreejith Shanker

机构 * Trinity College Dublin（都柏林三一学院） 纠错

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

Comments This paper has been accepted by the 22nd ACM SIGGRAPH European Conference on Visual Media Production (CVMP 2025)

Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations

Peichao Lai, Jiaxin Gan, Feiyang Ye, Yilei Wang, Bin Cui

机构 * School of Computer Science, Peking University（北京大学计算机科学学院） ； Institute of Computational Social Science, Peking University (Qingdao)（北京大学计算社会科学研究所） ； College of Computer and Data Science, Fuzhou University（福州大学计算机与数据科学学院） 纠错

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

Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies

Tian Zheng, Subashree Venkatasubramanian, Shuolin Li, Amy Braverman, Xinyi Ke, Zhewen Hou, Peter Jin, Samarth Sanjay Agrawal

机构 * Department of Statistics, Columbia University（统计学系，哥伦比亚大学） ； NSF STC Learning the Earth with AI and Physics (LEAP)（NSF STC 学习地球与人工智能和物理（LEAP）） ； Data Science Institute, Columbia University（数据科学研究所，哥伦比亚大学） ； Jet Propulsion Laboratory, California Institute of Technology（喷气推进实验室，加州理工学院） ； Department of Applied Physics and Applied Mathematics, Columbia University（应用物理与应用数学系，哥伦比亚大学） 纠错

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

Comments Supplement

Optimización de la Transmisión de Estados Cuánticos en Cadenas de Qubits usando Deep Reinforcement Learning y Algoritmos Genéticos

Sofía Perón Santana, Ariel Fiuri, Omar Osenda, Martín Domínguez

专题命中 工作流自动化 ：agent(abstract)

Comments in Spanish language

Quantum Reservoir Computing for Credit Card Default Prediction on a Neutral Atom Platform

Giacomo Vitali, Chiara Vercellino, Paolo Viviani, Olivier Terzo, Bartolomeo Montrucchio, Valeria Zaffaroni, Francesca Cibrario, Christian Mattia, Giacomo Ranieri, Alessandro Sabatino, Francesco Bonazzi, Davide Corbelletto

专题命中 工作流自动化 ：workflow(abstract)

Quantum annealing applications, challenges and limitations for optimisation problems compared to classical solvers

Finley Alexander Quinton, Per Arne Sevle Myhr, Mostafa Barani, Pedro Crespo del Granado, Hongyu Zhang

专题命中 工作流自动化 ：workflow(abstract)

Journal ref Sci Rep 15, 12733 (2025)

Radiopurity screening of materials for rare event searches by neutron activation at the TRIGA reactor of Pavia

G. Baccolo, A. Barresi, D. Chiesa, M. Nastasi, E. Previtali, M. Sisti

专题命中 工作流自动化 ：workflow(abstract)

Comments This version of the article has been accepted for publication after peer review, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections

Journal ref Eur. Phys. J. Plus 140, 311 (2025)