Kuan-Hao Huang
I am a third-year Ph.D. student in Computer Science at University of California Los Angeles, advised by Prof. Kai-Wei Chang. Prior to joining UCLA, I was a research assistant to Prof. Shou-De Lin at National Taiwan University. I received my M.S. and B.S. from National Taiwan University, working with Prof. Hsuan-Tien Lin. My research mainly focuses on natural language processing and machine learning. Please see my CV for more information.
Experience
- PhD, Computer Science, University of California Los Angeles, 2018-Present
- Research Intern, Tencent AI Lab, Summer 2019
- MS, Computer Science and Information Engineering, National Taiwan University, 2014-2016
- BS, Computer Science and Information Engineering, National Taiwan University, 2010-2014
Publications
Talks
-
Cost-Sensitive Label Embedding for Multi-Label Classification
ECML PKDD, Skopje, Macedonia, September 2017 -
A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning
ICDM, Barcelona, Spain, December 2016 -
Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards
PAKDD, Auckland, New Zealand, April 2016
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
- Presidential Award, National Taiwan University, 2011
Professional Services
- Program Committee/Reviewer: ICML 2020, ICLR 2021
- Student Volunteer: ACL 2020
Teaching
- Teaching Assistant, Introduction to Machine Learning, UCLA, Fall 2020
- Teaching Assistant, Web Applications, UCLA, Spring 2020
- Teaching Assistant, Fairness, Accountability, and Transparency in NLP, UCLA, Winter 2020
- Teaching Assistant, Machine Learning, NTU, Fall 2013, Fall 2014, Fall 2015
- Teaching Assistant, Data Structures and Algorithms, NTU, Spring 2013, Spring 2015