Kuan-Hao Huang

I am a final-year Ph.D. student in Computer Science at University of California Los Angeles, advised by Kai-Wei Chang. I am also working closely with Nanyun Peng. Before joining UCLA, I received my M.S. and B.S. from National Taiwan University, where I worked with Hsuan-Tien Lin. My research focuses on natural language processing and machine learning, with a particular interest in improving the reliability and robustness of NLP models for various tasks. These include learning text representations, controlled paraphrase generation, cross-lingual transfer, and low-resource information extraction. Please see my CV for more information.
News
- [2023/04] Please check out our five papers accepted by ACL 2023!
- [2022/10] Our paper about syntactically controlled paraphrase generation is accepted by EMNLP-Findings 2022
- [2022/06] I start my research internhip at Meta AI
- [2022/04] Our paper about generation-based event extraction for the low-resource setting is accepted by NAACL 2022
Experience
- Ph.D. in Computer Science, University of California Los Angeles, 2018-Present
- Research Intern, Meta AI, Summer 2022
- Applied Scientist Intern, Amazon Alexa AI, Spring 2022
- Applied Scientist Intern, Amazon AWS AI, Summer 2021
- Research Intern, Tencent AI Lab, Summer 2019
- M.S. in Computer Science and Information Engineering, National Taiwan University, 2014-2016
- B.S. in Computer Science and Information Engineering, National Taiwan University, 2010-2014
Awards
- Thesis Honorable Mention Award, Taiwanese Association for Artificial Intelligence, 2016
- Fourth Place, KDD Cup 2015, 2015
- Second Place, ICASSP Signal Processing Cup, 2014
- First Place, Track 1 of KDD Cup 2013, 2013
- First Place, Track 2 of KDD Cup 2013, 2013
Services
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Program Committee/Reviewer
- Natural Language Processing: ACL Rolling Review (2021-2023), ACL (2021-2023), EMNLP (2021-2022), NAACL (2022), EACL (2023)
- Machine Learning: ICML (2020-2023), NeurIPS (2021-2023), ICLR (2021-2023)
- Artificial Intelligence: AAAI (2022-2023)
- Student Volunteer
- ACL 2020
- EMNLP 2021
- Handbook Assistant
- EMNLP 2018