| 2026 | PAKDD | SGF-Net: Fusing SMILES, Graph, and Fingerprints for Molecular Property Prediction. | Ting Liu, Linxing Zhu, Shu Jiang, Wei Zhang, Jiashuang Huang, Weiping Ding |
| 2025 | ICASSP | SUFT: Sparse and Uncertain Fusion Transformers for Multi-Atlas Brain Network Analysis. | Zhan Su, Jiashuang Huang, Shu Jiang, Mingliang Wang, Weiping Ding |
| 2025 | ICASSP | SCNN: Spike Coupling Neural Network for Multimodal Brain Network Analysis. | Shaolong Wei, Jiashuang Huang, Mingliang Wang, Shu Jiang, Weiping Ding |
| 2025 | IJCAI | SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain. | Shaolong Wei, Shu Jiang, Mingliang Wang, Liang Sun, Haonan Rao, Weiping Ding, Jiashuang Huang |
| 2025 | MICCAI | VT-SNN: Variable Time-Step Spiking Neural Network Based on Uncertainty Measure and Its Application in Brain Disease Diagnosis. | Haonan Rao, Shaolong Wei, Shu Jiang, Mingliang Wang, Weiping Ding, Jiashuang Huang |
| 2024 | MICCAI | Quality-Aware Fuzzy Min-Max Neural Networks for Dynamic Brain Network Analysis. | Tao Hou, Jiashuang Huang, Shu Jiang, Weiping Ding |
| 2020 | MICCAI | Unified Brain Network with Functional and Structural Data. | Jing Yang, Qi Zhu, Rui Zhang, Jiashuang Huang, Daoqiang Zhang |
| 2019 | AAAI | Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification. | Mingliang Wang, Jiashuang Huang, Mingxia Liu, Daoqiang Zhang |
| 2019 | MICCAI | Integrating Functional and Structural Connectivities via Diffusion-Convolution-Bilinear Neural Network. | Jiashuang Huang, Luping Zhou, Lei Wang, Daoqiang Zhang |
| 2018 | MICCAI | Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification. | Mingliang Wang, Daoqiang Zhang, Jiashuang Huang, Dinggang Shen, Mingxia Liu |
| 2018 | PRICAI | Node Based Row-Filter Convolutional Neural Network for Brain Network Classification. | Bingcheng Mao, Jiashuang Huang, Daoqiang Zhang |
| 2017 | MICCAI | Multi-level Multi-task Structured Sparse Learning for Diagnosis of Schizophrenia Disease. | Mingliang Wang, Xiaoke Hao, Jiashuang Huang, Kangcheng Wang, Xijia Xu, Daoqiang Zhang |
| 2016 | CEC | Sparse representation classification based on difference subspace. | Qi Zhu, Qingxiang Feng, Jiashuang Huang, Dan Zhang |