| 2024 | AAAI | Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems. | Jiayang Su, Junbo Ma, Songyang Tong, Enze Xu, Minghan Chen |
| 2024 | IJCAI | Simple Contrastive Multi-View Clustering with Data-Level Fusion. | Caixuan Luo, Jie Xu, Yazhou Ren, Junbo Ma, Xiaofeng Zhu |
| 2024 | IJCAI | Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining. | Junbo Ma, Caixuan Luo, Jia Hou, Kai Zhao |
| 2023 | ADMA | Path Integration Enhanced Graph Attention Network. | Hui Wang, Peng Zhou, Junbo Ma |
| 2023 | IJCAI | Totally Dynamic Hypergraph Neural Networks. | Peng Zhou, Zongqian Wu, Xiangxiang Zeng, Guoqiu Wen, Junbo Ma, Xiaofeng Zhu |
| 2022 | IJCAI | Information Augmentation for Few-shot Node Classification. | Zongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu |
| 2020 | IJCAI | Multi-graph Fusion for Functional Neuroimaging Biomarker Detection. | Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu |
| 2020 | MICCAI | Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. | Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu |
| 2020 | MICCAI | Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis. | Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu |