Chenyang Yang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Allocation Policy

Resource Allocation

Top Venues

Sci. China Inf. Sci.

IEEE Trans. Wirel. Commun.

Publications

Xing Wei, Cornelius Hellge, Chenyang Yang, Jangwoo Son
Improving QoE-Privacy Tradeoff in XR Streaming. IEEE Signal Process. Lett. 31 (2024)
Shengjie Liu, Chenyang Yang
Learning User Scheduling and Hybrid Precoding with Sequential Graph Neural Network. WCNC (2024)
Jiajun Wu, Chengjian Sun, Chenyang Yang
On the size generalizibility of graph neural networks for learning resource allocation. Sci. China Inf. Sci. 67 (4) (2024)
Shengjie Liu, Jia Guo, Chenyang Yang
Multidimensional Graph Neural Networks for Wireless Communications. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Jia Guo, Chenyang Yang
A Model-Based GNN for Learning Precoding. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Baichuan Zhao, Jiajun Wu, Yang Ma, Chenyang Yang
Meta-Learning for Wireless Communications: A Survey and a Comparison to GNNs. IEEE Open J. Commun. Soc. 5 (2024)
Jianyu Zhao, Hao Ling, Chenyang Yang, Tingting Liu
Decentralized Training of Graph Neural Networks in Mobile Systems for Power Control. WCNC (2024)
Yang Ma, Chenyang Yang, Shengqian Han, Baichuan Zhao
Learning Adaptive Beamforming Policy for Different Optimization Problems. WCNC (2024)
Jia Guo, Chenyang Yang
How to Improve Learning Efficiency of GNN for Precoding? VTC2023-Spring (2023)
Jia Guo, Mehdi Bennis, Chenyang Yang
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction. PIMRC (2023)
Lin Zhang, Shengqian Han, Chenyang Yang
Joint Scheduling and Power Allocation with Per-User Rate Constraints for Uplink MU-MIMO OFDMA Systems. VTC2023-Spring (2023)
Ruiming Wang, Jiajun Wu, Chenyang Yang
Proactive Hybrid Precoding for Time-varying mmWave Channel with Deep Learning. VTC2023-Spring (2023)
Yao Peng, Jia Guo, Chenyang Yang
Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN? CoRR (2023)
Lin Zhang, Shengqian Han, Chenyang Yang, Yang Li
A Gradient Driven Graph Neural Network for Optimizing Precoding. GLOBECOM (Workshops) (2023)
Pengyu Cong, Chenyang Yang
Number of FLOPs of Training DNNs for Learning Precoding. VTC2023-Spring (2023)
Baichuan Zhao, Yang Ma, Jiajun Wu, Chenyang Yang
Learning Precoding Policy with Inductive Biases: Graph Neural Networks or Meta-Learning? GLOBECOM (2023)
Chenzuo Zhang, Jia Guo, Chenyang Yang
When the gain of predictive resource allocation for content delivery is large? Sci. China Inf. Sci. 66 (12) (2023)
Baichuan Zhao, Chenyang Yang
Learning Beamforming for RIS-aided Systems with Permutation Equivariant Graph Neural Networks. VTC2023-Spring (2023)
Jia Guo, Chenyang Yang
A Size-Generalizable GNN for Learning Precoding. VTC Fall (2023)
Jiajun Wu, Chengjian Sun, Chenyang Yang
Resource Allocation for URLLC with Parameter Generation Network. J. Commun. Inf. Networks 8 (4) (2023)