Hanqing Zeng
Research Scientist at Meta AI; PhD in Computer Engineering at USC
- Role
- Research Scientist at Meta
- Location
- Menlo Park, CA, US
- LinkedIn followers
- 500 followers
About Hanqing Zeng
I am a Research Scientist at Meta AI and I obtained my PhD in computer engineering at University of Southern California. My current research focuses on improving the scalability of graph representation learning. I have developed sampling methods to efficiently and accurately compute Graph Neural Network (GNN), especially for deep models and large graphs. I have also developed various GNN/CNN accelerators by parallelization on heterogeneous platforms (GPU, CPU and FPGA). My general research interests lie in solving memory and computation intensive problems by innovative algorithm-architecture co-optimization.
Experience
Research Scientist
Aug 2022 — Present · Menlo Park, CA, US
Education
The University of Hong Kong
Bachelor's degree, Electronics
2012 — 2016
University of Toronto
Undergraduate Exchange, Electrical and Computer Engineering
2015 — 2015
University of Southern California
Doctor of Philosophy (Ph.D.), Computer Engineering
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