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Papers / Misc

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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.

Research

I work on natural language processing and machine learning 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.

Education

• 2018-2020: Ph.D., Machine Learning Department, Carnegie Mellon University
• 2016-2018: Master, Language Technologies Institute, Carnegie Mellon University
• 2012-2016: B.Eng from ACM Honored Class, Shanghai Jiao Tong University

Experience

• 2018/5-2020/5: Student Researcher at Google Brain, Mountain View
• 2015/7-2016/1: Research intern at Microsoft Research Asia, Beijing
• 2014/7-2016/5: Research Assistant at SpeechLab, Shanghai Jiao Tong University, Shanghai

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Last update: Sept 2022

Website adapted from Danqi Chen's website.