| Stable recovery of structured signals from corrupted sub-gaussian measurements J Chen, Y Liu IEEE Transactions on Information Theory 65 (5), 2976-2994, 2018 | 18 | 2018 |
| Vectorized hankel lift: A convex approach for blind super-resolution of point sources J Chen, W Gao, S Mao, K Wei IEEE Transactions on Information Theory 68 (12), 8280-8309, 2022 | 10 | 2022 |
| Corrupted sensing with sub-Gaussian measurements J Chen, Y Liu 2017 IEEE International Symposium on Information Theory (ISIT), 516-520, 2017 | 10 | 2017 |
| Exact matrix completion based on low rank Hankel structure in the Fourier domain J Chen, W Gao, K Wei Applied and Computational Harmonic Analysis 55, 149-184, 2021 | 9 | 2021 |
| Implicit regularization and entrywise convergence of Riemannian optimization for low tucker-rank tensor completion H Wang, J Chen, K Wei Journal of Machine Learning Research 24 (347), 1−84, 2023 | 8* | 2023 |
| Blind super-resolution of point sources via projected gradient descent S Mao, J Chen IEEE Transactions on Signal Processing 70, 4649-4664, 2022 | 6 | 2022 |
| Decentralized natural policy gradient with variance reduction for collaborative multi-agent reinforcement learning J Chen, J Feng, W Gao, K Wei Journal of Machine Learning Research 25 (172), 1-49, 2024 | 4 | 2024 |
| On the Linear Convergence of Policy Gradient under Hadamard Parameterization J Liu, J Chen, K Wei arXiv preprint arXiv:2305.19575, 2023 | 1 | 2023 |
| Blind super-resolution of point sources via fast iterative hard thresholding Z Zhu, J Chen, W Gao Communications in Mathematical Sciences, 2023 | 1 | 2023 |
| Blind super-resolution via projected gradient descent S Mao, J Chen 2022 IEEE International Symposium on Information Theory (ISIT), 1826-1831, 2022 | 1 | 2022 |
| Data-time tradeoffs for corrupted sensing J Chen, Y Liu IEEE Signal Processing Letters 25 (7), 941-945, 2018 | 1 | 2018 |
| Fast and Provable Simultaneous Blind Super-Resolution and Demixing for Point Source Signals: Scaled Gradient Descent without Regularization J Chen arXiv preprint arXiv:2407.09900, 2024 | | 2024 |
| Simultaneous Blind Demixing and Super-resolution via Vectorized Hankel Lift H Wang, J Chen, H Fan, Y Zhao, L Yu arXiv preprint arXiv:2401.11805, 2024 | | 2024 |
| Global Convergence of Natural Policy Gradient with Hessian-aided Momentum Variance Reduction J Feng, K Wei, J Chen arXiv preprint arXiv:2401.01084, 2024 | | 2024 |
| A Zeroth-Order Variance-Reduced Method for Decentralized Stochastic Non-convex Optimization H Chen, J Chen, K Wei arXiv preprint arXiv:2310.18883, 2023 | | 2023 |
