Zeyu Zheng

I am a second-year Ph.D. student at Computer Science and Engineering, University of Michigan, advised by Prof. Satinder Singh. My research interests lie in deep reinforcement learning.

I did my undergraduate at School of Electronics Engineering and Computer Science, Peking University.

Email  /  Google Scholar  /  GitHub

Publications
On Learning Intrinsic Rewards for Policy Gradient Methods
Zeyu Zheng, Junhyuk Oh, Satinder Singh
Neural Information Processing Systems (NeurIPS), 2018
[paper] [arXiv] [code]
Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters
Hao Zhang, Zeyu Zheng, Shizhen Xu, Wei Dai, Qirong Ho, Xiaodan Liang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Eric P. Xing
USENIX Annual Technical Conference (ATC), 2017
[paper] [arXiv] [release]
Parallelizing Sequential Graph Computations
Wenfei Fan, Jingbo Xu, Yinghui Wu, Wenyuan Yu, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao, Chao Tian
ACM SIGMOD Conference on Management of Data (SIGMOD), 2017, Best Paper Award
[paper]
Awards and Honors
  • Rackham International Student Fellowship, 2018

This guy makes a nice webpage.