Yuan, Jinghui

1. GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems
   2024/08/31 by Haowen Xu, Jinghui Yuan, Xu, Haowen +11 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Traffic Prediction and Management Techniques
2. Real-Time Crash Risk Analysis of Urban Arterials Incorporating\n Bluetooth, Weather, and Adaptive Signal Control Data
   2018/05/20 by Jinghui Yuan, Yuan, Jinghui, Mohamed Abdel‐Aty +9 · 1 citation
   Engineering · #Applications (stat.AP) #FOS: Computer and information sciences #IoT and GPS-based Vehicle Safety Systems #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management
3. A Margin-Maximizing Fine-Grained Ensemble Method
   2024/09/19 by Yuan, Jinghui, Hao Chen, Chen, Hao +4 · 2 citations
   Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Textile materials and evaluations
4. Cooperation of Experts: Fusing Heterogeneous Information with Large Margin
   2025/05/27 by Shuo Wang, Wang, Shuo, Sizhao Huang +6 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
5. Riemannian Optimization on Relaxed Indicator Matrix Manifold
   2025/03/26 by Jinghui Yuan, Yuan, Jinghui, Fangyuan Xie +5 · 2 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks #Face and Expression Recognition
6. Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method
   2024/08/06 by Jinghui Yuan, Yuan, Jinghui, Weijin Jiang +11 · 1 citation
   Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
7. Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance
   2024/08/22 by Zeng, Chusheng, Wang, Bocheng, Yuan, Jinghui +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)