COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia. - Zijian Dong 001; Joanna Su Xian Chong; Bing Cai Kok; Juan Helen Zhou (IEEE Big Data, 2022)

Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. - Zijian Dong 001; Yilei Wu; Yu Xiao; Joanna Su Xian Chong; Yueming Jin; Juan Helen Zhou (MICCAI (5), 2023)

Mixup Your Own Pairs. - Yilei Wu; Zijian Dong 001; Chongyao Chen; Wangchunshu Zhou; Juan Helen Zhou (CoRR, 2023)

Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. - Zijian Dong 001; Yilei Wu; Zijiao Chen; Yichi Zhang; Yueming Jin; Juan Helen Zhou (MICCAI (11), 2024)

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking. - Zijian Dong 001; Ruilin Li 001; Yilei Wu; Thuan Tinh Nguyen; Joanna Su Xian Chong; Fang Ji; Nathanael Ren Jie Tong; Christopher Li Hsian Chen; Juan Helen Zhou (NeurIPS, 2024)

Improve Representation for Imbalanced Regression through Geometric Constraints. - Zijian Dong 001; Yilei Wu; Chongyao Chen; Yingtian Zou; Yichi Zhang; Juan Helen Zhou (CVPR, 2025)