Xiaoqing Huang

Assistant Professor, Biostatistics, Indiana University Purdue University Indianapolis

Joined

May 2021

Names

Xiaoqing Huang (Preferred)

Emails

****@iu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

Biostatistics, Indiana University Purdue University Indianapolis (iupui.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Kun Huang

2020 – 2024

Expertise

No areas of expertise listed

Publications

Graph-guided Sparse Learning via Boolean Relaxation
Yijie Wang, Aolong Li, Xiaoqing Huang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Deep Learning Approaches for Enhancing Battery Safety and Performance in Electric Vehicles
Qiyuan Zhang, Xiaoqing Huang
- IEEE Trans. Consumer Electron. 2025
- Readers: Everyone
Leveraging transcription factor physical proximity for enhancing gene regulation inference
Xiaoqing Huang, Aamir R. Hullur, Elham Jafari, Kaushik Shridhar, Mu Zhou, Kenneth MacKie, Kun Huang, Yijie Wang
- Bioinform. 2025
- Readers: Everyone
Inhomogeneous Graph Trend Filtering via a $\ell _{2,0}$-Norm Cardinality Penalty
Xiaoqing Huang, Andersen Ang, Kun Huang, Jie Zhang, Yijie Wang
- IEEE Trans. Signal Inf. Process. over Networks 2025
- Readers: Everyone
Learning Sparse Group Models Through Boolean Relaxation
Yijie Wang, Yuan Zhou, Xiaoqing Huang, Kun Huang, Jie Zhang, Jianzhu Ma
- ICLR 2023
- Readers: Everyone
Inhomogeneous graph trend filtering via a l2, 0 cardinality penalty
Xiaoqing Huang, Andersen Ang, Jie Zhang, Yijie Wang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Learning Sparse Group Models Through Boolean Relaxation
Yijie Wang, Yuan Zhou, Xiaoqing Huang, Kun Huang, Jie Zhang, Jianzhu Ma
- Published: 01 Feb 2023, Last Modified: 02 Mar 2023
- ICLR 2023 notable top 25%
- Readers: Everyone
Detecting presence of mutational signatures in cancer with confidence
Xiaoqing Huang, Damian Wójtowicz, Teresa M. Przytycka
- Bioinform. 2018
- Readers: Everyone

Co-Authors

Aamir R. Hullur
Andersen Ang
Aolong Li
Damian Wójtowicz
Elham Jafari
Jianzhu Ma
Jie Zhang
Kaushik Shridhar
Kenneth MacKie
Kun Huang
Mu Zhou
Qiyuan Zhang
Teresa M. Przytycka
Yijie Wang
Yuan Zhou