赵百川(Zhao, Baichuan)

zhaobaichuan
赵百川,博士研究生,2019年9月入学
Baichuan Zhao, Ph.D. candidate, since Sept. 2019
Email: zhaobaichuan@buaa.edu.cn
Address: Group 203, Beihang University,
Beijing, China 100191

赵百川,河北石家庄人,2019年6月于北京航空航天大学电子信息工程学院获学士学位,同年9月免试进入北京航空航天大学电子信息工程学院攻读硕士学位,次年9月进入北京航空航天大学电子信息工程学院攻读博士学位。主要研究方向为机器学习在无线通信中的应用。

Baichuan Zhao received the B.S. degree in electronics engineering from Beihang University, China, in 2019, where he is currently pursuing the Ph.D. degree in signal and information processing with the School of Electronics and Information Engineering. His research interests include the area of machine learning for wireless communications.

Publications

Journal Papers
  1. B. Zhao, J. Guo and C. Yang, "Understanding the Performance of Learning Precoding Policies with Graph and Convolutional Neural Networks," IEEE Trans. Commun. (Early Access), 2024.

  2. B. Zhao, J. Wu, Y. Ma and C. Yang, "Meta-Learning for Wireless Communications: A Survey and a Comparison to GNNs," IEEE Open J. Commun. Soc., vol. 5, pp. 1987-2015, 2024.

  3. 张宸祚,赵百川,徐兆祺,郭佳,杨晨阳,同构与异构网中预测资源分配的性能[J]. 信号处理,2019.

Conference Papers
  1. Baichuan Zhao, Jia Guo and Chenyang Yang: Learning Precoding Policy: CNN or GNN?, IEEE WCNC, 2022.

  2. Baichuan Zhao and Chenyang Yang: Learning Beamforming for RIS-aided Systems with Permutation Equivariant Graph Neural Networks, IEEE VTC, 2023.

  3. Baichuan Zhao, Yang Ma, Jiajun Wu and Chenyang Yang: Learning Precoding Policy with Inductive Biases: Graph Neural Networks or Meta-Learning?, IEEE GLOBECOM, 2023.

  4. Y. Ma, C. Yang, S. Han, B. Zhao, "Learning Adaptive Beamforming Policy for Different Optimization Problems," IEEE WCNC, 2024.