Ao Zhou is a Ph.D. Student in Beihang University of Computer Science. His research focuses around the acceleration of graph neural networks.

Publication:

• Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu. RTAS 2021 [Github] [Teaser Video] [Contribution to PyG]
• DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration. Dingcheng Yang, Wenjian Yu, Xiangyun Ding, Ao Zhou, Xiaoyi Wang. Integration, 2021

Patent:

• 周傲, 谌云莉, and 王晓懿. “一种基于CPU-FPGA的大规模图上的随机游走异构计算系统.”

Others:

• Contributor of the PyG framework, based on the paper [1], improved the messagepassing module of the PyG framework.