| 2025 | CVPR | Optimising Vision Transformer Performance on Limited Datasets: A Multi-Gradient Approach. | Mohsin Ali, Haider Raza, John Q. Gan, Muhammad Haris |
| 2025 | CVPR | FedCIAL: Federated Color-Invariant Adversarial Learning for Enhancing Fairness and Performance in Skin Lesion Classification. | Rahmat Izwan Heroza, John Q. Gan, Haider Raza |
| 2024 | DICTA | Integrating Spatial Information into Global Context: Summary Vision Transformer (S-ViT). | Mohsin Ali, Haider Raza, John Q. Gan, Muhammad Haris |
| 2023 | IWANN | SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese Network. | Rahmat Izwan Heroza, John Q. Gan, Haider Raza |
| 2020 | IJCNN | Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation Application. | Haider Raza, Anirban Chowdhury, Saugat Bhattacharyya |
| 2020 | IJCNN | Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance. | Haider Raza, Anirban Chowdhury, Saugat Bhattacharyya, Spyros Samothrakis |
| 2019 | IJCNN | Bagging Adversarial Neural Networks for Domain Adaptation in Non-Stationary EEG. | Haider Raza, Spyridon Samothrakis |
| 2016 | IJCNN | A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. | Haider Raza, Hubert Cecotti, Girijesh Prasad |
| 2015 | IJCNN | Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. | Haider Raza, Hubert Cecotti, Yuhua Li, Girijesh Prasad |
| 2015 | IJCNN | Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. | Haider Raza, Hubert Cecotti, Girijesh Prasad |
| 2013 | SMC | Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. | Haider Raza, Girijesh Prasad, Yuhua Li |