Zhengming Zhang

Proactive Caching for Vehicular Multi-View 3D Video Streaming via Deep Reinforcement Learning

Zhengming Zhang, Yaoqing Yang, Meng Hua et al. · IEEE Transactions on Wireless Communications · 2019 · 60 citations

Artificial Intelligence, Engineering, Machine Learning +16

TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty

Zhengming Zhang, Renran Tian, Zhengming Ding · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Double Coded Caching in Ultra Dense Networks: Caching and Multicast Scheduling via Deep Reinforcement Learning

Zhengming Zhang, Hongyang Chen, Meng Hua et al. · IEEE Transactions on Communications · 2019 · 54 citations

Cross-layer Optimization, Engineering, Dynamic Resource Allocation +16

Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing

Zhengming Zhang, Yongming Huang, Cheng Zhang et al. · IEEE Transactions on Communications · 2024 · 37 citations

Artificial Intelligence, Engineering, Machine Learning +20

Meta-Learning for Beam Prediction in a Dual-Band Communication System

Ruming Yang, Zhengming Zhang, Xiangyu Zhang et al. · IEEE Transactions on Communications · 2022 · 35 citations

Mimo System, Engineering, Machine Learning +12