| Freematch: Self-adaptive thresholding for semi-supervised learning Y Wang, H Chen, Q Heng, W Hou, Y Fan, Z Wu, J Wang, M Savvides, ... ICLR 2023, 2022 | 377 | 2022 |
| Robust Low-Rank Tensor Decomposition with the L2 Criterion Q Heng, EC Chi, Y Liu Technometrics 65 (4), 537-552, 2023 | 10* | 2023 |
| Bayesian trend filtering via proximal markov chain monte carlo Q Heng, H Zhou, EC Chi Journal of Computational and Graphical Statistics 32 (3), 938-949, 2023 | 9 | 2023 |
| Proximal MCMC for Bayesian inference of constrained and regularized estimation X Zhou, Q Heng, EC Chi, H Zhou The American Statistician 78 (4), 379-390, 2024 | 8 | 2024 |
| High-dimensional outlier detection via stability Q Heng, H Shen, K Lange arXiv preprint arXiv:2401.14359, 2024 | 1* | 2024 |
| Anderson Accelerated Operator Splitting Methods for Convex-nonconvex Regularized Problems Q Heng, X Liu, EC Chi arXiv preprint arXiv:2502.14269, 2025 | | 2025 |
| Bootstrap estimation of the proportion of outliers in robust regression Q Heng, K Lange Statistics and Computing 35 (1), 3, 2025 | | 2025 |
| Tactics for Improving Least Squares Estimation Q Heng, H Zhou, K Lange arXiv preprint arXiv:2501.02475, 2025 | | 2025 |
| Some Contributions to Numerical Optimization and Statistical Learning Q Heng North Carolina State University, 2023 | | 2023 |
