AI Agent

Constraint-Driven Small Language Models Based on Agent and OpenAlex Knowledge Graph: Mining Conceptual Pathways and Discovering Innovation Points in Academic Papers

Ziye Xia, Sergei S. Ospichev

机构 * Ziye Xia（未知） ； Sergei S. Ospichev（未知） 纠错

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

Comments 11 pages, 10 figures

A Modular, Data-Free Pipeline for Multi-Label Intention Recognition in Transportation Agentic AI Applications

Xiaocai Zhang, Hur Lim, Ke Wang, Zhe Xiao, Jing Wang, Kelvin Lee, Xiuju Fu, Zheng Qin

机构 * Department of Infrastructure Engineering, Faculty of Engineering and Information Technology, The University of Melbourne, Australia（工程与信息技术学院基础设施工程系，墨尔本大学，澳大利亚） ； School of Computing, National University of Singapore, Singapore（计算学院，新加坡国立大学，新加坡） ； Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore（高性能计算研究所，科学、技术与研究局（A*STAR），新加坡） ； Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR（土木与环境工程系，香港科学与技术大学，香港特别行政区） 纠错

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

Comments Present in the Transportation Research Board (TRB) Annual Meeting 2026

From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents

Erfan Shayegani, Jina Suh, Andy Wilson, Nagu Rangan, Javier Hernandez

机构 * Microsoft Research（微软研究院） ； University of California, Riverside（加州大学河滨分校） 纠错

专题命中 工作流自动化 ：AI agent(title)；分类 cs.AI、cs.CL、cs.LG

SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties

Roberta Di Marino, Giovanni Dioguardi, Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Flora Amato, Vincenzo Moscato

机构 * University of Naples Federico II, DIETI, Naples, Italy（那不勒斯费德里科二世大学，DIETI，那不勒斯，意大利） ； Northwestern University, Department of Computer Science, Evanston, IL, United States（西北大学，计算机科学系，伊利诺伊州埃文斯顿，美国） 纠错

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

Journal ref 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy

Towards 1000-fold Electron Microscopy Image Compression for Connectomics via VQ-VAE with Transformer Prior

Fuming Yang, Yicong Li, Hanspeter Pfister, Jeff W. Lichtman, Yaron Meirovitch

机构 * Harvard University（哈佛大学） 纠错

专题命中 工作流自动化 ：workflow(abstract)

Accelerating inverse materials design using generative diffusion models with reinforcement learning

Junwu Chen, Jeff Guo, Edvin Fako, Philippe Schwaller

专题命中 工作流自动化 ：workflow(abstract)