Stable Feature Selection from Brain sMRI. - Bo Xin; Lingjing Hu; Yizhou Wang 001; Wen Gao 001 (AAAI, 2015)

Efficient Generalized Fused Lasso and Its Applications. - Bo Xin; Yoshinobu Kawahara; Yizhou Wang 001; Lingjing Hu; Wen Gao 001 (ACM Trans. Intell. Syst. Technol., 2016)

GSplit LBI: Taming the Procedural Bias in Neuroimaging for Disease Prediction. - Xinwei Sun 001; Lingjing Hu; Yuan Yao 011; Yizhou Wang 001 (MICCAI (3), 2017)

FDR-HS: An Empirical Bayesian Identification of Heterogenous Features in Neuroimage Analysis. - Xinwei Sun 001; Lingjing Hu; Fandong Zhang; Yuan Yao 011; Yizhou Wang 001 (MICCAI (1), 2018)

Learning With Unsure Data for Medical Image Diagnosis. - Botong Wu; Xinwei Sun 001; Lingjing Hu; Yizhou Wang 001 (ICCV, 2019)

TCGM: An Information-Theoretic Framework for Semi-supervised Multi-modality Learning. - Xinwei Sun 001; Yilun Xu; Peng Cao 004; Yuqing Kong; Lingjing Hu; Shanghang Zhang; Yizhou Wang 001 (ECCV (3), 2020)

Leveraging both Lesion Features and Procedural Bias in Neuroimaging: An Dual-Task Split dynamics of inverse scale space. - Xinwei Sun 001; Wenjing Han; Lingjing Hu; Yuan Yao 011; Yizhou Wang 001 (CoRR, 2020)

An Embedded Feature Selection and Multi-Class Classification Method for Detection of the Progression from Mild Cognitive Impairment to Alzheimer's Disease. - Jie Cai; Lingjing Hu; Zhou Liu; Ke Zhou; Huailing Zhang (J. Medical Imaging Health Informatics, 2020)

Causal Discovery from Subsampled Time Series with Proxy Variables. - Mingzhou Liu 001; Xinwei Sun 001; Lingjing Hu; Yizhou Wang 001 (NeurIPS, 2023)

A Neural Syntax Parser for Coronary Artery Anatomical Labeling in Coronary CT Angiography. - Chen Zhou; Lingjing Hu (ICASSP, 2024)

A Differential Inclusion Approach for Learning Heterogeneous Sparsity in Neuroimaging Analysis. - Wenjing Han; Yueming Wu 005; Xinwei Sun 001; Lingjing Hu; Yizhou Wang 001 (AISTATS, 2025)