Scholar
Dianwei Chen
Google Scholar ID: 0EVALfUAAAAJ
University of Maryland, College Park
Reinforcement Learning
Autonomous Vehicle
Transportation
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Citations & Impact
All-time
Citations
20
H-index
3
i10-index
0
Publications
8
Co-authors
8
list available
Publications
10 items
Securing Autonomous Vehicle Systems via Twin-Aware Federated Reinforcement Learning
2026
Cited
0
Customized Generative AI Agent for Transportation Engineering Practice: A Development and Continued Pre-training Guideline
2026
Cited
0
Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models
2026
Cited
0
Network Digital Untwinning: Towards Backward Optimization of Digital Twins
2026
Cited
0
Reconstructing Physics-Informed Machine Learning for Traffic Flow Modeling: a Multi-Gradient Descent and Pareto Learning Approach
2025
Cited
0
Potential failures of physics-informed machine learning in traffic flow modeling: theoretical and experimental analysis
2025
Cited
0
Advanced Longitudinal Control and Collision Avoidance for High-Risk Edge Cases in Autonomous Driving
2025
Cited
0
Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security
2025
Cited
0
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Co-authors
7 total
Xianfeng Yang
University of Maryland
Yuchen Liu
Assistant Professor in North Carolina State University
Zifan Zhang
PhD student at NC State
Ekim Yurtsever
The Ohio State University
Keith Redmill
Ohio State University
Yuan-Zheng Lei
University of Maryland
Minghong Fang
University of Louisville
