Group Projected Subspace Pursuit for Block Sparse Signal Reconstruction: Convergence Analysis and Applications. - Roy Y. He; Haixia Liu; Hao Liu (CoRR, 2024)

Image Decomposition with G-Norm Weighted by Total Symmetric Variation. - Roy Y. He; Martin Huska; Hao Liu 028 (SSVM (2), 2025)

Real-Time Scene Recovery from Image Scale Space and Perceptual Hue Similarity. - Roy Y. He; Han Wang (SSVM (1), 2025)

A Formalization of Image Vectorization by Region Merging. - Roy Y. He; Sung Ha Kang; Jean-Michel Morel (SIAM J. Imaging Sci., 2025)

Euler's Elastica-Based Cartoon-Smooth-Texture Image Decomposition. - Roy Y. He; Hao Liu (SIAM J. Imaging Sci., 2025)

Dynamic PET Image Reconstruction via Non-negative INR Factorization. - Chaozhi Zhang; Wenxiang Ding; Roy Y. He; Xiaoqun Zhang; Qiaoqiao Ding (CoRR, 2025)

WG-IDENT: Weak Group Identification of PDEs with Varying Coefficients. - Cheng Tang; Roy Y. He; Hao Liu (CoRR, 2025)

IDENT Review: Recent Advances in Identification of Differential Equations from Noisy Data. - Roy Y. He; Hao Liu; Wenjing Liao; Sung Ha Kang (CoRR, 2025)