Követés
Junren Chen
Junren Chen
E-mail megerősítve itt: connect.hku.hk - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
242022
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
182023
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
132024
Phase Retrieval of Quaternion Signal via Wirtinger Flow
J Chen, MK Ng
IEEE Transactions on Signal Processing 71, 2863-2878, 2023
92023
A unified framework for uniform signal recovery in nonlinear generative compressed sensing
J Chen, J Scarlett, MK Ng, Z Liu
Advances in Neural Information Processing Systems 37, 2024
72024
Quantized low-rank multivariate regression with random dithering
J Chen, Y Wang, MK Ng
IEEE Transactions on Signal Processing 71, 3913-3928, 2023
72023
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
72023
A parameter-free two-bit covariance estimator with improved operator norm error rate
J Chen, MK Ng
arXiv preprint arXiv:2308.16059, 2023
52023
Optimal quantized compressed sensing via projected gradient descent
J Chen, M Yuan
arXiv preprint arXiv:2407.04951, 2024
42024
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
32023
Exact Thresholds for Noisy Non-Adaptive Group Testing
J Chen, J Scarlett
Annual ACM-SIAM Symposium on Discrete Algorithms, 2025
22025
Solving quadratic systems with full-rank matrices using sparse or generative priors
J Chen, MK Ng, Z Liu
IEEE Transactions on Signal Processing 73, 477-492, 2025
22025
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors
J Chen, Z Liu, M Ding, MK Ng
SIAM Journal on Imaging Sciences 17 (3), 1909-1977, 2024
12024
Robust Instance Optimal Phase-Only Compressed Sensing
J Chen, Z Liu, MK Ng, J Scarlett
arXiv preprint arXiv:2408.06275, 2024
12024
One-Bit Phase Retrieval: Optimal Rates and Efficient Algorithms
J Chen, M Yuan
arXiv preprint arXiv:2405.04733, 2024
12024
Robust Tensor Completion from Uniformly Dithered One-Bit Observations
J Hou, J Chen, MK Ng
SIAM Journal on Imaging Sciences 18 (1), 152-215, 2025
2025
Phase Transitions in Phase-Only Compressed Sensing
J Chen, L Lai, A Maleki
arXiv preprint arXiv:2501.11905, 2025
2025
Generalized Eigenvalue Problems with Generative Priors
Z Liu, W Li, J Chen
Advances in Neural Information Processing Systems 38, 2024
2024
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors
J Chen, Z Liu
AAAI Conference on Artificial Intelligence 38 (10), 11346-11354, 2024
2024
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