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ORCIDRuiyuan Jiang
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2020 – today
- 2026
[j5]Ruiyuan Jiang, Shangbo Wang, Bingyi Liu, Yuli Zhang, Pengfei Fan, Dongyao Jia
:
A novel hybrid macroscopic fundamental diagram-informed deep learning method for lane-level traffic prediction. Inf. Fusion 126: 103655 (2026)- [j4]Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang:
A joint topology-data fusion graph network for robust traffic speed prediction with data anomalism. Inf. Sci. 729: 122826 (2026) - 2025
- [j3]Fengwei Li, Ruiyuan Jiang, Yuting Liu:
New MDS and self-dual generalized Roth-Lempel codes as well as their deep holes. Des. Codes Cryptogr. 93(11): 5079-5096 (2025) - [j2]Ruiyuan Jiang, Shangbo Wang, Wei Ma, Yuli Zhang, Pengfei Fan, Dongyao Jia:
A knowledge-informed dynamic correlation modeling framework for lane-level traffic flow prediction. Inf. Fusion 124: 103327 (2025) - [j1]Ruiyuan Jiang, Shangbo Wang, Dongyao Jia, Guoqiang Mao, Eng Gee Lim:
An Adaptive Prediction Model for Randomly Distributed Traffic Data in Urban Road Networks. IEEE Trans. Veh. Technol. 74(5): 7188-7200 (2025) - [c5]Pengfei Fan, Yuli Zhang, Ruiyuan Jiang, Xinheng Wang, Chengming Wang, Shangbo Wang, Benson Zhu, Chenhao Wen:
An Innovative Approach for Vehicle Speed Recognition through Noise Emission Analysis by Using Machine Learning. ICCAI 2025: 134-141 - [c4]Ruiyuan Jiang, Pengfei Fan, Chengming Wang, Yuli Zhang, Shangbo Wang, Dongyao Jia:
An Adaptive Multi-Source Correlation Fusion Approach for Lane-Level Traffic Flow Prediction. ICCAI 2025: 386-392 - [c3]Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Chengming Wang, Shangbo Wang, Dongyao Jia:
A Survey on RL-Based Approaches for Traffic Signal and Joint Vehicle-Signal Control. ICCAI 2025: 597-604 - [i7]Yuli Zhang, Shangbo Wang, Dongyao Jia, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Andy H. F. Chow:
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control. CoRR abs/2502.16608 (2025) - [i6]Pengfei Fan, Yuli Zhang, Xinheng Wang, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Shangbo Wang:
Integrating Vehicle Acoustic Data for Enhanced Urban Traffic Management: A Study on Speed Classification in Suzhou. CoRR abs/2506.21269 (2025) - [i5]Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang:
A Joint Topology-Data Fusion Graph Network for Robust Traffic Speed Prediction with Data Anomalism. CoRR abs/2507.00085 (2025) - [i4]Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Xinheng Wang:
Adaptive Vehicle Speed Classification via BMCNN with Reinforcement Learning-Enhanced Acoustic Processing. CoRR abs/2509.00839 (2025) - [i3]Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia:
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning. CoRR abs/2509.03118 (2025) - 2023
- [c2]Yuli Zhang, Shangbo Wang, Xiaoguang Ma, Wenwei Yue, Ruiyuan Jiang:
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach. ITSC 2023: 4584-4591 - [c1]Ruiyuan Jiang, Shangbo Wang, Yuli Zhang, Valerio Selis:
A Joint Traffic Flow Estimation and Prediction Approach for Urban Networks. PerCom Workshops 2023: 9-14 - [i2]Yuli Zhang, Shangbo Wang, Ruiyuan Jiang:
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach. CoRR abs/2301.00637 (2023) - [i1]Ruiyuan Jiang, Shangbo Wang, Yuli Zhang:
A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction. CoRR abs/2302.10428 (2023)
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