Shuai Huang

Full Professor, University of Washington

Joined

July 2019

Names

Shuai Huang

Emails

****@uw.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

University of Washington (uw.edu)

2024 – Present

Associate Professor

University of Washington (uw.edu)

2014 – 2024

PhD student

Arizona State University (asu.edu)

2007 – 2012

Undergrad student

University of Science and Technology of China (ustc.edu.cn)

2003 – 2007

Advisors, Relations & Conflicts

No relations added

Expertise

data analytics

Present

healthcare

Present

biomedical informatics

Present

AI and machine learning

Present

Publications

A Rawlsian Mixed Integer Programming Approach for Fair Classification
William Yang, Ryan Feng Lin, Chaoyue Zhao, Shuai Huang
- INFORMS Optimization Society Conference 2026
- Readers: Everyone
Fair Collaborative Learning (FairCL): A Method to Improve Fairness amid Personalization
Ryan Feng Lin, Chaoyue Zhao, Xiaoning Qian, Kendra Vehik, Shuai Huang
- INFORMS Journal on Data Science
- Readers: Everyone
CrowdLLM: Building LLM-Based Digital Populations Augmented with Generative Models
Ryan Feng Lin, Keyu Tian, Hanming Zheng, Congjing Zhang, Li Zeng, Shuai Huang
- INFORMS Journal on Data Science
- Readers: Everyone
Causal Learning Should Embrace the Wisdom of the Crowd
Ryan Feng Lin, Yuantao Wei, Huiling Liao, Xiaoning Qian, Shuai Huang
- OpenReview Archive Direct Upload
- Readers: Everyone
Team, Then Trim: An Assembly-Line LLM Framework for High-Quality Tabular Data Generation
Congjing Zhang, Ryan Feng Lin, Ruoxuan Bao, Shuai Huang
- Submitted to ICLR 2026
- Readers: Everyone
An online updating method for time-varying preference learning
Xi Zhu, Jingshuo Feng, Shuai Huang, Cynthia Chen
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Dynamic Feature Selection for Efficient and Interpretable Human Activity Recognition
Randy Ardywibowo, Shahin Boluki, Zhangyang Wang, Bobak J Mortazavi, Shuai Huang, Xiaoning Qian
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion
Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang
- 2018 (modified: 16 Jul 2019)
- AAAI 2018
- Readers: Everyone
Safe Feature Screening for Generalized LASSO.
Shaogang Ren, Shuai Huang, Jieping Ye, Xiaoning Qian
- 2018 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2018
- Readers: Everyone
Doubly Sparsifying Network
Zhangyang Wang, Shuai Huang, Jiayu Zhou, Thomas S. Huang
- 2017 (modified: 10 Nov 2022)
- IJCAI 2017
- Readers: Everyone

View all 15 publications

Co-Authors

View all 37 co-authors