Hong Yan

sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation

GP-STPCA: Generalized Power Method for Sparse Tensor Principal Component Analysis

Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need

Towards Scalable Topological Regularizers

Deep Signature: Characterization of Large-Scale Molecular Dynamics

Test-time Adaptation for Image Compression with Distribution Regularization

DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference