| 2025 | AISTATS | Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data. | Sarbojit Roy, Malik Shahid Sultan, Tania Reyes Vallejo, Leena Ali Ibrahim, Hernando Ombao |
| 2025 | MICCAI | Adaptive Graph Learning with Multi-graph Convolutions for Brain Disorder Classification. | Fuad Noman, Raphal C.-W. Phan, Hernando Ombao, Chee-Ming Ting |
| 2025 | MICCAI | T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models. | Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphal C.-W. Phan, Chee-Ming Ting |
| 2024 | ICASSP | BrainFC-CGAN: A Conditional Generative Adversarial Network for Brain Functional Connectivity Augmentation and Aging Synthesis. | Yee-Fan Tan, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Hernando Ombao |
| 2024 | ICIP | Deep Multi-Graph Embedded Clustering for Community Detection in FMRI Functional Brain Networks Across Individuals. | Kai-Jun See, Chee-Ming Ting, Fuad Noman, Junn Yong Loo, Yee-Fan Tan, Hernando Ombao, Raphal C.-W. Phan |
| 2024 | ICIP | A Preconditioning Approach To Optimizing Sensing Matrix For Improved Compressed Sensing CT Reconstruction. | Prasad Theeda, Chee-Ming Ting, Arghya Pal, Hernando Ombao |
| 2024 | ICIP | Dynamic MRI Reconstruction Using Low-Rank Plus Sparse Decomposition With Smoothness Regularization. | Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Hernando Ombao |
| 2024 | MICCAI | Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity. | Anass B. El-Yaagoubi, Moo K. Chung, Hernando Ombao |