Hong-Ming Chiu

PhD student, Electrical and Computer Engineering, University of Illinois at Urbana-Champaign

Joined

May 2022

Names

Hong-Ming Chiu (Preferred)

Emails

****@illinois.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Electrical and Computer Engineering, University of Illinois at Urbana-Champaign (uiuc.edu)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Richard Y. Zhang

2021 – 2026

Expertise

No areas of expertise listed

Publications

SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming
Hong-Ming Chiu, Hao Chen, Huan Zhang, Richard Y. Zhang
- ICML 2025 spotlightposter
- Readers: Everyone
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations
Hong-Ming Chiu, Richard Y. Zhang
- ICML 2023 Poster
- Readers: Everyone
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
Gavin Zhang, Hong-Ming Chiu, Richard Y. Zhang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Overcoming the Convex Relaxation Barrier for Neural Network Verification via Nonconvex Low-Rank Semidefinite Relaxations
Hong-Ming Chiu, Richard Y. Zhang
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
Gavin Zhang, Hong-Ming Chiu, Richard Y. Zhang
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Graph Learning and Augmentation Based Interpolation of Signal Strength for Location-Aware Communications
Hong-Ming Chiu, Carrson C. Fung, Antonio Ortega
- 2020 (modified: 16 Apr 2023)
- EUSIPCO 2020
- Readers: Everyone

Co-Authors