Interacting Contour Stochastic Gradient Langevin Dynamics W Deng, S Liang, B Hao, G Lin, F Liang The 10th International Conference on Learning Representations (ICLR'22), 2022 | 11 | 2022 |
Commercial amniotic membrane extract for treatment of corneal ulcers in adult horses VN Lyons, WM Townsend, GE Moore, S Liang Equine veterinary journal 53 (6), 1268-1276, 2021 | 11 | 2021 |
Unsupervised feature selection by manifold regularized self-representation S Liang, Q Xu, P Zhu, Q Hu, C Zhang 2017 IEEE International Conference on Image Processing (ICIP), 2398-2402, 2017 | 6 | 2017 |
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network S Liang, Y Sun, F Liang Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 4 | 2022 |
Sufficient Dimension Reduction with Deep Neural Networks for Phenotype Prediction S Liang, WH Huang, F Liang The 3rd International Conference on Statistics: Theory and Applications …, 2021 | 3 | 2021 |
Golden retriever pigmentary uveitis: Vision loss, risk factors for glaucoma, and effect of treatment on disease progression HE Jost, WM Townsend, GE Moore, S Liang Veterinary Ophthalmology 23 (6), 1001-1008, 2020 | 2 | 2020 |
A Double Regression Method for Graphical Modeling of High-dimensional Nonlinear and Non-Gaussian Data S Liang, F Liang Statistics and Its Interface, 2022 | 1 | 2022 |
DEEP LEARNING FOR STATISTICAL DATA ANALYSIS: DIMENSION REDUCTION AND CAUSAL STRUCTURE INFERENCE S Liang Purdue University Graduate School, 2021 | | 2021 |