| High dimensional statistical estimation under uniformly dithered one-bit quantization J Chen, CL Wang, MK Ng, D Wang IEEE Transactions on Information Theory 69 (8), 5551-5187, 2023 | 17 | 2023 |
| Color image inpainting via robust pure quaternion matrix completion: Error bound and weighted loss J Chen, MK Ng SIAM Journal on Imaging Sciences 15 (3), 1469-1498, 2022 | 15 | 2022 |
| Quantizing heavy-tailed data in statistical estimation: (near) minimax rates, covariate quantization, and uniform recovery J Chen, MK Ng, D Wang IEEE Transactions on Information Theory 70 (3), 2003-2038, 2024 | 9 | 2024 |
| A parameter-free two-bit covariance estimator with improved operator norm error rate J Chen, MK Ng arXiv preprint arXiv:2308.16059, 2023 | 5 | 2023 |
| Uniform exact reconstruction of sparse signals and low-rank matrices from phase-only measurements J Chen, MK Ng IEEE Transactions on Information Theory 69 (10), 6739-6764, 2023 | 5 | 2023 |
| Quantized low-rank multivariate regression with random dithering J Chen, Y Wang, MK Ng IEEE Transactions on Signal Processing 71, 3913-3928, 2023 | 4 | 2023 |
| A unified framework for uniform signal recovery in nonlinear generative compressed sensing J Chen, J Scarlett, M Ng, Z Liu Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| Phase Retrieval of Quaternion Signal via Wirtinger Flow J Chen, MK Ng IEEE Transactions on Signal Processing 71, 2863-2878, 2023 | 3 | 2023 |
| Exact Thresholds for Noisy Non-Adaptive Group Testing J Chen, J Scarlett arXiv preprint arXiv:2401.04884, 2024 | 1 | 2024 |
| Signal Reconstruction from Phase-Only Measurements: Uniqueness Condition, Minimal Measurement Number and Beyond J Chen, MK Ng SIAM Journal on Applied Mathematics 83 (4), 1341-1365, 2023 | 1 | 2023 |
| Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors J Chen, Z Liu Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11346 …, 2024 | | 2024 |
| Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors J Chen, Z Liu, M Ding, MK Ng arXiv preprint arXiv:2401.08402, 2024 | | 2024 |
| Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors J Chen, S Huang, MK Ng, Z Liu arXiv preprint arXiv:2309.09032, 2023 | | 2023 |
