FMRI data classification based on hybrid temporal and spatial sparse representation. - Huan Liu 006; Mianzhi Zhang; Xintao Hu; Yudan Ren; Shu Zhang 001; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning. - Huan Liu 006; Shijie Zhao 001; Xi Jiang 001; Shu Zhang 001; Xintao Hu; Lei Quo; Tianming Liu 001 (ISBI, 2018)

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts. - Shijie Zhao 001; Junwei Han 001; Xi Jiang 001; Heng Huang; Huan Liu 006; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (Neuroinformatics, 2018)

Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder. - Liting Wang; Xintao Hu; Huan Liu 006; Heng Huang; Lei Guo 002; Tianming Liu 001 (ISBI, 2019)

A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI. - Yin Zhang; Xintao Hu; Chunlin He; Xiangning Wang; Yudan Ren; Huan Liu 006; Liting Wang; Lei Guo 002; Tianming Liu 001 (ISBI, 2019)

A Task Performance-guided Model of Functional Networks Identification. - Lin Zhao 004; Huan Liu 006; Xi Jiang 001; Shijie Zhao 001; Zhibin He; Tianming Liu 001; Lei Guo 002; Tuo Zhang (ISBI, 2019)

Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder. - Shijie Zhao 001; Yan Cui 005; Yaowu Chen; Xin Zhang 013; Wei Zhang 090; Huan Liu 006; Junwei Han 001; Lei Guo 002; Li Xie; Tianming Liu 001 (MBIA/MFCA@MICCAI, 2019)

Deep Learning Models Unveiled Functional Difference Between Cortical Gyri and Sulci. - Shu Zhang 001; Huan Liu 006; Heng Huang; Yu Zhao 007; Xi Jiang 001; Brook Bowers; Lei Guo 002; Xiaoping Hu 001; Mar Sanchez; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2019)

Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks. - Mingxin Jiang; Shimin Yang; Jiadong Yan; Shu Zhang 001; Huan Liu 006; Lin Zhao 004; Haixing Dai; Jinglei Lv; Tuo Zhang; Tianming Liu 001; Keith M. Kendrick; Xi Jiang 001 (MLMI@MICCAI, 2020)

Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition. - Huan Liu 006; Xintao Hu; Yudan Ren; Liting Wang; Lei Guo 002; Christine Cong Guo; Junwei Han 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience. - Liting Wang; Xintao Hu; Huan Liu 006; Shijie Zhao 001; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

Editorial: Computational modeling methods for naturalistic neuroimaging data. - Yudan Ren; Huan Liu 006; Shu Zhang 001; Jinglei Lv (Frontiers Comput. Neurosci., 2023)