Joanna Su Xian Chong

According to our database, Joanna Su Xian Chong authored at least 5 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens.

Zijian Dong, Ruilin Li, Joanna Su Xian Chong, Niousha Dehestani, Yinghui Teng, Yi Lin, Zhizhou Li, Yichi Zhang, Yapei Xie, Leon Qi Rong Ooi, B. T. Thomas Yeo, Juan Helen Zhou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking.

Zijian Dong, Ruilin Li, Yilei Wu, Thuan Tinh Nguyen, Joanna Su Xian Chong, Fang Ji, Nathanael Ren Jie Tong, Christopher Li Hsian Chen, Juan Helen Zhou

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding.

Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia.

Zijian Dong, Joanna Su Xian Chong, Bing Cai Kok, Juan Helen Zhou

Proceedings of the IEEE International Conference on Big Data, 2022

2018

Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity.

Siwei Liu, Jia-Hou Poh, Hui Li Koh, Kwun Kei Ng, Yng Miin Loke, Joseph K. W. Lim, Joanna Su Xian Chong, Juan Helen Zhou

NeuroImage, 2018