Dynamic neural network approach to human emotion: an analysis based on sliding time windows. - Jingqi Wang; Gen Shi; Ning Ma; Yang Sun; Xuesong Li 003; Jie Sui (ICCI*CC, 2021)

A Heterogeneous Graph Based Framework for Multimodal Neuroimaging Fusion Learning. - Gen Shi; Yifan Zhu 001; Wenjin Liu; Xuesong Li 003 (CoRR, 2021)

Widespread plasticity of cognition-related brain networks in single-sided deafness revealed by randomized window-based dynamic functional connectivity. - Yifan Zhu 001; Xuesong Li 003; Yufei Qiao; Ruihong Shang; Gen Shi; Yingying Shang; Hua Guo (Medical Image Anal., 2021)

The divided brain: Functional brain asymmetry underlying self-construal. - Gen Shi; Xuesong Li 003; Yifan Zhu 001; Ruihong Shang; Yang Sun; Hua Guo; Jie Sui (NeuroImage, 2021)

Fusion Learning of Multimodal Neuroimaging with Weighted Graph AutoEncoder. - Gen Shi; Yifan Zhu 001; Fuquan Zhang 001; Wenjin Liu; Yuxiang Yao; Xuesong Li 003 (BIBM, 2022)

Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation. - Gen Shi; Hao Lu; Hui Hui; Jie Tian 001 (CoRR, 2023)

Are Nonimage Data Really Necessary for Disease Prediction With Graph Convolutional Networks? - Gen Shi; Yifan Zhu 001; Zhensen Chen; Jinyan Liu; Xuesong Li 003 (IEEE Trans. Cogn. Dev. Syst., 2023)

Progressive Pretraining Network for 3D System Matrix Calibration in Magnetic Particle Imaging. - Gen Shi; Lin Yin; Yu An; Guanghui Li 006; Liwen Zhang; Zhongwei Bian; Ziwei Chen; Haoran Zhang 007; Hui Hui; Jie Tian 001 (IEEE Trans. Medical Imaging, 2023)

HeGCL: Advance Self-Supervised Learning in Heterogeneous Graph-Level Representation. - Gen Shi; Yifan Zhu 001; Jian K. Liu; Xuesong Li 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Benefit from public unlabeled data: A Frangi filter-based pretraining network for 3D cerebrovascular segmentation. - Gen Shi; Hao Lu; Hui Hui; Jie Tian 001 (Medical Image Anal., 2025)

Content-Aware Distillation Network for Real-Time Magnetic Particle Imaging. - Gen Shi; Lin Yin; Zhongwei Bian; Ziwei Chen; Yu An; Hui Hui; Jie Tian 001 (IEEE Trans. Instrum. Meas., 2025)

Frequency Structure Consistency Learning Approach for Fast Signal Matrix Measurement in Magnetic Particle Imaging. - Liwen Zhang; Zhaoji Miao; Fan Yang; Gen Shi; Jie He; Yu An; Hui Hui; Jie Tian 001 (IEEE Trans. Instrum. Meas., 2025)

U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging. - Wenxuan Zou; Gen Shi; Siao Lei; Guanghui Li 006; Guangxing Zhou; Yang Jing; Jie He; Zhenchao Tang; Yu An; Jie Tian 001 (IEEE Trans. Image Process., 2025)

FSC-loss: A Frequency-domain Structure Consistency Learning Approach for Signal Data Recovery and Reconstruction. - Liwen Zhang; Zhaoji Miao; Fan Yang; Gen Shi; Jie He; Yu An; Hui Hui; Jie Tian 001 (CoRR, 2025)

COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation. - Gen Shi; Hui Zhang; Jie Tian (CoRR, 2025)

Heterogeneous Graph-Based Multimodal Brain Network Learning. - Gen Shi; Yifan Zhu 001; Wenjin Liu; Quanming Yao; Xuesong Li 003 (IEEE Trans. Knowl. Data Eng., 2025)