| 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 |
| 2025 | Tencon | Res-SH: Unbiased Residual Learning for Self-Healing Interface Toughness Prediction with Limited Data. | Pei-Sze Tan, Karen Jia-Jun Koh, Sailaja Rajanala, Arghya Pal, Raphal C.-W. Phan, Nan Ze, Fuad Noman, Chee-Ming Ting, Norfadilah Dolmat, Nik Nur Wahidah Nik Hashim, Afidalina Tumian |
| 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 | Dynamic MRI Reconstruction Using Low-Rank Plus Sparse Decomposition With Smoothness Regularization. | Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Hernando Ombao |
| 2024 | IJCAI | A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification. | Sin-Yee Yap, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Adeel Razi, David L. Dowe |
| 2023 | ICIP | A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification. | Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphal C.-W. Phan, Hernando C. Ombao |
| 2022 | ICIP | GraphEx: Facial Action Unit Graph for Micro-Expression Classification. | Shu-Min Leong, Fuad Noman, Raphal C.-W. Phan, Vishnu Monn Baskaran, Chee-Ming Ting |
| 2022 | ICIP | Graph Autoencoder-Based Embedded Learning in Dynamic Brain Networks for Autism Spectrum Disorder Identification. | Fuad Noman, Sin-Yee Yap, Raphal C.-W. Phan, Hernando C. Ombao, Chee-Ming Ting |
| 2019 | ICASSP | Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks. | Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao |