Jinghui Yuan

21 papers A* 2C 1Misc 1Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decoupled Orthogonal Dynamics: Regularization for Deep Network Optimizers.
CoRR
Hao Chen, Jinghui Yuan, Hanmin Zhang
2025 Misc conf
A Margin-Maximizing Fine-Grained Ensemble Method.
ICASSP
Jinghui Yuan, Hao Chen, Renwei Luo, Feiping Nie
2025 A* conf
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin.
ICML
Shuo Wang, Shunyang Huang, Jinghui Yuan, Zhixiang Shen, Zhao Kang
2025 J jnl
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin.
CoRR
Shuo Wang, Shunyang Huang, Jinghui Yuan, Zhixiang Shen, Zhao Kang
2025 J jnl
Dual-Bounded Nonlinear Optimal Transport for Size Constrained Min Cut Clustering.
CoRR
Fangyuan Xie, Jinghui Yuan, Feiping Nie, Xuelong Li
2025 A* conf
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance.
IJCAI
Chusheng Zeng, Bocheng Wang, Jinghui Yuan, Mulin Chen, Xuelong Li
2025 J jnl
Riemannian Optimization on Relaxed Indicator Matrix Manifold.
CoRR
Jinghui Yuan, Fangyuan Xie, Feiping Nie, Xuelong Li
2025 J jnl
Tensorized Graph Learning for Spectral Ensemble Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Zhe Cao, Yihang Lu, Jinghui Yuan, Haonan Xin, Rong Wang, Feiping Nie
2024 J jnl
A Margin-Maximizing Fine-Grained Ensemble Method.
CoRR
Jinghui Yuan, Hao Chen, Renwei Luo, Feiping Nie
2024 J jnl
A Mobile Edge Computing Framework for Traffic Optimization at Urban Intersections Through Cyber-Physical Integration.
IEEE Trans. Intell. Veh.
Haowen Xu, Jinghui Yuan, Andy Berres, Yunli Shao, Chieh Ross Wang, Wan Li, Tim J. LaClair, Jibonananda Sanyal, Hong Wang
2024 J jnl
Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method.
CoRR
Jinghui Yuan, Weijin Jiang, Zhe Cao, Fangyuan Xie, Rong Wang, Feiping Nie, Yuan Yuan
2024 J jnl
Doubly Stochastic Adaptive Neighbors Clustering via the Marcus Mapping.
CoRR
Jinghui Yuan, Chusheng Zeng, Fangyuan Xie, Zhe Cao, Mulin Chen, Rong Wang, Feiping Nie, Yuan Yuan
2024 J jnl
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.
CoRR
Haowen Xu, Jinghui Yuan, Anye Zhou, Guanhao Xu, Wan Li, Xuegang Ban, Xinyue Ye
2024 J jnl
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance.
CoRR
Chusheng Zeng, Bocheng Wang, Jinghui Yuan, Rong Wang, Mulin Chen
2023 J jnl
CPSOR-GCN: A Vehicle Trajectory Prediction Method Powered by Emotion and Cognitive Theory.
CoRR
Lanyue Tang, Lishengsha Yue, Jinghui Yuan, Jian Sun, Aohui Fu
2022 J jnl
Crash Risks Evaluation of Urban Expressways: A Case Study in Shanghai.
IEEE Trans. Intell. Transp. Syst.
Zeyang Cheng, Jinghui Yuan, Bo Yu, Jian Lu, Yi Zhao
2022 J jnl
Estimating cycle-level real-time traffic movements at signalized intersections.
J. Intell. Transp. Syst.
Nada Mahmoud, Mohamed A. Abdel-Aty, Qing Cai, Jinghui Yuan
2022 C conf
Real-Time On-Ramp Merging Control of Connected and Automated Vehicles using Pseudospectral Convex Optimization.
ACC
Yang Shi, Zhenbo Wang, Tim J. LaClair, Chieh Ross Wang, Jinghui Yuan
2022 J jnl
Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for Freeway Traffic Speed Prediction.
IEEE Trans. Intell. Transp. Syst.
Amr Abdelraouf, Mohamed A. Abdel-Aty, Jinghui Yuan
2021 J jnl
Modeling Real-Time Cycle-Level Crash Risk at Signalized Intersections Based on High-Resolution Event-Based Data.
IEEE Trans. Intell. Transp. Syst.
Jinghui Yuan, Mohamed A. Abdel-Aty, Lishengsa Yue, Qing Cai
2020 J jnl
An Augmentation Function for Active Pedestrian Safety System Based on Crash Risk Evaluation.
IEEE Trans. Veh. Technol.
Lishengsa Yue, Mohamed A. Abdel-Aty, Yina Wu, Jinghui Yuan