Tensor-Fused Multi-View Graph Contrastive LearningPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 |
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in
heteroskedastic PCAAnnals of Statistics (Ann. Stat.), 2023 |
Graphical Model Inference with Erosely Measured DataJournal of the American Statistical Association (JASA), 2022 |
Tensor-on-Tensor Regression: Riemannian Optimization,
Over-parameterization, Statistical-computational Gap, and Their InterplayAnnals of Statistics (Ann. Stat.), 2022 |
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation
from Incomplete MeasurementsJournal of machine learning research (JMLR), 2021 |
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian
OptimizationJournal of the American Statistical Association (JASA), 2021 |