I am a research assistant professor of School of Computing at National University of Singapore under the Sea-NExT Joint Lab. I spent two years doing research at Google Brain with Quoc Le and Thang Luong previously. I graduated as a PhD from the Machine Learning Department at Carnegie Mellon University, where I was advised by Eduard Hovy. Before that, I was an undergraduate student from the ACM Honored Class at Shanghai Jiao Tong University.
I am looking for postdocs and students to join our group.
I work on machine learning and zero-knowledge proofs for research. I was fortunate to be one of the main contributors in the semi-supervised learning field. Noisy Student and UDA led to paradigm shifts in semi-supervised learning and are widely used in the industry. For example, Noisy Student has achieved state-of-the-art results on tasks including ImageNet, speech recognition and object detection. It has also become an indispensable component in real-world learning systems such as Google Search and AlphaFold 2.
Last update: Sept 2022
Website adapted from Danqi Chen's website.