Accelerating sgd for highly ill-conditioned huge-scale online matrix completion J Zhang, HM Chiu, RY Zhang Advances in Neural Information Processing Systems 35, 37549-37562, 2022 | 9 | 2022 |
Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations HM Chiu, RY Zhang | 3 | 2023 |
Graph learning and augmentation based interpolation of signal strength for location-aware communications HM Chiu, CC Fung, A Ortega 2020 28th European Signal Processing Conference (EUSIPCO), 2150-2154, 2021 | 3 | 2021 |
Fast and Accurate Estimation of Low-Rank Matrices from Noisy Measurements via Preconditioned Non-Convex Gradient Descent J Zhang, RY Zhang, HM Chiu International Conference on Artificial Intelligence and Statistics, 3772-3780, 2024 | 2 | 2024 |
Fast and Minimax Optimal Estimation of Low-Rank Matrices via Non-Convex Gradient Descent. G Zhang, HM Chiu, RY Zhang arXiv preprint arXiv:2305.17224, 2023 | 1 | 2023 |
Well-conditioned Primal-Dual Interior-point Method for Accurate Low-rank Semidefinite Programming HM Chiu, RY Zhang arXiv preprint arXiv:2407.14013, 2024 | | 2024 |
Run Time Adaptive Network Slimming for Mobile Environments HM Chiu, KC Lin, TS Chang 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2019 | | 2019 |