Bio


This is Zihao Ye, a first year Ph.D. student at University of Washington's Paul G. Allen School of Computer Science and Engineering, advised by Luis Ceze in the SAMPL research group. My research interests mainly lie on Hardware/ Software Co-Design, especially Domain Specific Languages/Architectures for Deep Learning and hardware-friendly algorithms.

Prior to joining UW, I spent two years in AWS lablets, working with Minjie Wang and Zheng Zhang on DGL project. I obtained my bechalor's degree from ACM Honors Class at Shanghai Jiao Tong University in 2018.

Selected Publications


BP-Transformer: Modelling Long-Range Context via Binary Partitioning
Zihao Ye, Qipeng Guo, Quan Gan, Xipeng Qiu and Zheng Zhang
[ Paper ] [ Code ]

FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems
Yuwei Hu, Zihao Ye, Minjie Wang, Jiali Yu, Da Zheng, Mu Li, Zheng Zhang, Zhiru Zhang and Yida Wang
The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) 2020
[ Paper ] [ Code ]

Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang, Da Zheng, Zihao Ye, Quan Gan, Mufei Li, Xiang Song, Jinjing Zhou, Chao Ma, Lingfan Yu, Yu Gai, Tianjun Xiao, Tong He, George Karypis, Jinyang Li and Zheng Zhang
[ Project Page ] [ Paper ] [ Code ]