Chiu, Hong-Ming

4 publications

ICML 2025 SDP-CROWN: Efficient Bound Propagation for Neural Network Verification with Tightness of Semidefinite Programming Hong-Ming Chiu, Hao Chen, Huan Zhang, Richard Y. Zhang

AISTATS 2024 Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent Jialun Zhang, Richard Y Zhang, Hong-Ming Chiu

ICML 2023 Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations Hong-Ming Chiu, Richard Y. Zhang

NeurIPS 2022 Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion Jialun Zhang, Hong-Ming Chiu, Richard Y Zhang