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• Gavin Zhang, Hong-Ming Chiu and Richard Y. Zhang. “Fast and Minimax Optimal Estimation of LowRank Matrices via Non-Convex Gradient Descent.” arXiv preprint. [ PDF ]
• Hong-Ming Chiu and Richard Y. Zhang. “Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations.” International Conference on Machine Learning (ICML 2023). [ PDF ] [ Code ]
• Gavin Zhang, Hong-Ming Chiu and Richard Y. Zhang. “Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion.” Advances in Neural Information Processing Systems (NeurIPS 2022). [ PDF ] [ Code ]
• Hong-Ming Chiu, Carrson C. Fung and Antonio Ortega, “Graph Learning and Augmentation Based Interpolation of Signal Strength for Location-Aware Communications,” 2020 European Signal Processing Conference (EUSIPCO 2020). [ PDF ] [ Code ]
• Hong-Ming Chiu, Kuan-Chih Lin and Tian Sheuan Chang, “Run Time Adaptive Network Slimming for Mobile Environments,” 2019 IEEE International Symposium on Circuits and Systems (ISCAS 2019). [ PDF ] [ Code ]

• Building Oscilloscope on FPGA. [ Code ] [ Video ]
• Huffman Coding Hardware. [ Code ]

• Chordal Graph and Semidefinite Programs.
• Customize My macOS Terminal.