| 2026 | WACV | HyPCA-Net: Advancing Multimodal Fusion in Medical Image Analysis. | Joy Dhar, Manish Kumar Pandey, Debashis Das Chakladar, Maryam Haghighat, Azadeh Alavi, Sajib Mistry, Nayyar Zaidi |
| 2025 | WACV | Multimodal Fusion Learning with Dual Attention for Medical Imaging. | Joy Dhar, Nayyar Zaidi, Maryam Haghighat, Sudipta Roy, Puneet Goyal, Azadeh Alavi, Vikas Kumar |
| 2021 | MICCAI | Deep Subspace Analysing for Semi-supervised Multi-label Classification of Diabetic Foot Ulcer. | Azadeh Alavi, Hossein Akhoundi |
| 2018 | ACCV | Nonlinear Subspace Feature Enhancement for Image Set Classification. | Mohammed E. Fathy, Azadeh Alavi, Rama Chellappa |
| 2016 | IJCAI | Discriminative Log-Euclidean Feature Learning for Sparse Representation-Based Recognition of Faces from Videos. | Mohammed E. Fathy, Azadeh Alavi, Rama Chellappa |
| 2016 | ICPR | Template regularized sparse coding for face verification. | Hongyu Xu, Jingjing Zheng, Azadeh Alavi, Rama Chellappa |
| 2016 | WACV | Learning a structured dictionary for video-based face recognition. | Hongyu Xu, Jingjing Zheng, Azadeh Alavi, Rama Chellappa |
| 2014 | WACV | Random projections on manifolds of Symmetric Positive Definite matrices for image classification. | Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson |
| 2013 | ICIP | Multi-shot person re-identification via relational Stein divergence. | Azadeh Alavi, Yan Yang, Mehrtash Tafazzoli Harandi, Conrad Sanderson |
| 2013 | ICIP | Classification of human epithelial type 2 cell images using independent component analysis. | Yan Yang, Arnold Wiliem, Azadeh Alavi, Peter Hobson |
| 2013 | WACV | Relational divergence based classification on Riemannian manifolds. | Azadeh Alavi, Mehrtash Tafazzoli Harandi, Conrad Sanderson |
| 2012 | ICIP | Clustering on Grassmann manifolds via kernel embedding with application to action analysis. | Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Azadeh Alavi, Brian C. Lovell |
| 2009 | IJCNN | Automated classification of dopaminergic neurons in the rodent brain. | Azadeh Alavi, Brenton Cavanagh, Gervase Tuxworth, Adrian Meedeniya, Alan Mackay-Sim, Michael Blumenstein |