| Nov 10, 2025 | My paper has been accepted by the Journal of Machine Learning Research! 🎉 We propose private permutation-based two-sample tests incorporating U-statistic, Laplace mechanism and Google’s RAPPOR mechanism, and we derive the minimax rates that characterize the privacy–utility trade-off. |
| Sep 23, 2025 | Dynamic pricing paper accepted by NeurIPS MLxOR workshop! Under the covariate shift and local differential privacy, we use pessimistic value-based off-policy learning algorithm for continuous treatment (pricing) assignment policy. |
| May 26, 2025 | My first paper as a PhD student is now on arXiv! We propose an efficient iterative high-dimensional clustering algorithm that bypasses model parameter estimation. |
| Nov 24, 2024 | My collaboration on detecting sex differences in autism using brain connectome data is accepted by NeuroImage! I contributed by using a generative model to enhance testing power. |
| Nov 1, 2024 | A paper accepted by Computational Statistics & Data Analysis! I developed a theory on using a generative model to enhance classifier performance. |
| Feb 13, 2024 | My collaboration on predicting wildfires in military artillery training is accepted by the Journal of Classification! I contributed by leveraging a generative model to improve classification performance. . |
| Feb 1, 2024 | My collaborative work on the soft neural probe has been accepted by Nature Communications! I contributed by applying spectral clustering for neural spike sorting and performing high-dimensional neural signal testing to evaluate probe performance. |
| Aug 21, 2023 | I started my PhD at USC. Go Trojans! |