| 2026 | PERCOM | HyperEcho: Structured Higher Order Representation for Automotive Radar Semantic Segmentation. | Abdelwahed Khamis, Muhammad Umer Ramzan, Usman Ali, Ali Zia |
| 2025 | DICTA | 2D-3D Feature Fusion via Cross-Modal Latent Synthesis and Attention-Guided Restoration for Industrial Anomaly Detection. | Usman Ali, Ali Zia, Abdul Rehman, Muhammad Umer Ramzan, Zohaib Hassan, Talha Sattar, Jing Wang, Wei Xiang |
| 2025 | DICTA | Weakly Supervised Pixel-Wise Classification of Hyperspectral Images with Noise-Adaptive Hybrid Attention and Triple Contrastive Learning. | Derrick Effah, Ali Zia, Mohammad Awrangjeb, Yongsheng Gao, Sarpong Kwabena |
| 2025 | DICTA | Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment. | Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Noman Ali, Usman Ali, Wei Xiang |
| 2025 | WACV | BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery. | Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland |
| 2024 | DICTA | MMCBE: Multi-Modality Dataset for Crop Biomass Estimation and Beyond. | Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland |
| 2024 | DICTA | A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection. | Zekun Long, Ali Zia, Jordi Nelis, Vivien Rolland, Jun Zhou |
| 2024 | DICTA | Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement. | Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali |
| 2024 | ITNAC | A Comparative Analysis of IoT Device Fingerprinting Methods. | Mariam Munsif Mir, Wee Lum Tan, Mohammad Awrangjeb, Ali Zia |
| 2023 | DICTA | Contrastive-Aware ViT for Weakly Supervised Semantic Segmentation. | Pranav Pativada, Zeeshan Hayder, Ali Zia, Nick Barnes |
| 2023 | ICIP | Multiscale Representations Learning Transformer Framework for Point Cloud Classification. | Yajie Sun, Ali Zia, Jun Zhou |
| 2023 | ICONIP | How Do Native and Non-native Listeners Differ? Investigation with Dominant Frequency Bands in Auditory Evoked Potential. | Yifan Zhou, Md. Rakibul Hasan, Md. Mahbub Hasan, Ali Zia, Md. Zakir Hossain |
| 2021 | IVCNZ | Early Detection of Sugarcane Smut Disease in Hyperspectral Images. | Dong Bao, Jun Zhou, Shamsul Arafin Bhuiyan, Ali Zia, Rebecca Ford, Yongsheng Gao |
| 2017 | DICTA | Material Based Boundary Detection in Hyperspectral Images. | Suhad Lateef Al-khafaji, Ali Zia, Jun Zhou, Alan Wee-Chung Liew |
| 2015 | DICTA | Relative Depth Estimation from Hyperspectral Data. | Ali Zia, Jun Zhou, Yongsheng Gao |
| 2015 | WACV | 3D Reconstruction from Hyperspectral Images. | Ali Zia, Jie Liang, Jun Zhou, Yongsheng Gao |
| 2010 | ISDA | Bzier curve based dynamic obstacle avoidance and trajectory learning for autonomous mobile robots. | Tayyab Chaudhry, Tauseef Gulrez, Ali Zia, Shyba Zaheer |
| 2010 | ISDA | Heterogeneous sensor fusion framework for autonomous mobile robot obstacle avoidance. | Ali Zia, Tauseef Gulrez, Tayyab Chaudhry |
| 2008 | DICTA | Content-Based Image Retrieval via Subspace-Projected Salient Features. | Jyun-Hao Huang, Ali Zia, Jun Zhou, Antonio Robles-Kelly |