Multilayer feature learning for polarimetric synthetic radar data classification. - Huiming Xie; Shuang Wang 001; Kun Liu 011; Shaopeng Lin; Biao Hou (IGARSS, 2014)

Meta Learning for High-dimensional Ising Model Selection Using $ ell_1$-regularized Logistic Regression. - Huiming Xie; Jean Honorio (CoRR, 2022)

Bar transformer: a hierarchical model for learning long-term structure and generating impressive pop music. - Yang Qin; Huiming Xie; Shuxue Ding; Benying Tan; Yujie Li 002; Bin Zhao; Mao Ye (Appl. Intell., 2023)

Meta Learning for Support Recovery of High-Dimensional Ising Models. - Huiming Xie; Jean Honorio (Trans. Mach. Learn. Res., 2024)

Score Images as a Modality: Enhancing Symbolic Music Understanding through Large-Scale Multimodal Pre-Training. - Yang Qin; Huiming Xie; Shuxue Ding; Yujie Li 002; Benying Tan; Mingchuan Ye (Sensors, 2024)

Advancements in Large-Scale Image and Text Representation Learning: A Comprehensive Review and Outlook. - Yang Qin; Shuxue Ding; Huiming Xie (IEEE Access, 2025)

Enhancing Intermodal Interaction for Unified Vision-Language Understanding and Generation. - Yang Qin; Huiming Xie; Yujie Li 002; Benying Tan; Shuxue Ding (Data Intell., 2025)