Hongyi Lin

Envisioning the future of transportation: Inspiration of ChatGPT and large models

Xiaobo Qu, Hongyi Lin, Yang Liu · Communications in Transportation Research · 2023 · 104 citations · Full text

Artificial Intelligence, Engineering, Smart City +20

How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey

Hongyi Lin, Yang Liu, Shen Li et al. · IEEE/CAA Journal of Automatica Sinica · 2023 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +16

Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin–Destination Ride-Hailing Demand Prediction

Hongyi Lin, Yixu He, Yang Liu et al. · IEEE Intelligent Transportation Systems Magazine · 2023 · 33 citations

Engineering, Machine Learning, Transportation Systems Modeling +20

Future Role of Artificial Intelligence in Advancing Transportation Electrification

Hongyi Lin, Yiping Yan, Qixiu Cheng · Journal of Intelligent and Connected Vehicles · 2023 · 29 citations · Full text

Artificial Intelligence, Electrical Engineering, Engineering +12

Enhancing State Representation in Multi-Agent Reinforcement Learning for Platoon-Following Models

Hongyi Lin, Cheng Lyu, Yixu He et al. · IEEE Transactions on Vehicular Technology · 2024 · 22 citations

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +18