GraphVite: A High-Performance CPU-GPU Hybrid System for Node EmbeddingZhaocheng Zhu, Shizhen Xu, Meng Qu, Jian Tang
WWW 2019 (4k+ downloads) Paper / Website / Tutorial / Code
I am a third-year Ph.D. student at Mila - Quebec AI Institute, University of Montreal, advised by Prof. Jian Tang. Prior to that, I obtained my B.S. in Computer Science from Peking University, where my research began under the supervision of Prof. Junfeng Hu.
My research focuses on machine learning and its applications on large-scale data, with an emphasis on structured and relational data like knowledge graphs and biomedical networks. I work on graph representation learning, machine learning systems and drug discovery. Besides, I also have a deep interest in computer vision and natural language processing, particularly in understanding how human and AI process information. See my CV for full details.
I believe that principles are more essential than solutions, and should come first in most cases. I also have a great fondness for elegant and efficient designs. These values motivated most of my works.
In my spare time, I enjoy photography a lot. I was a group leader and one of the management team at photography society in Peking University.