| 2025 | ICASSP | LiDAR-SPD: Improving Adversarial Robustness of 3D Object Detection via Spherical Projection and Diffusion. | Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei |
| 2025 | ICASSP | Superpoints Guided Local Explanation For Deep 3D Trackers. | Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei |
| 2025 | ICASSP | RSM: Refined Saliency Map For Explainable 3D Object Tracking. | Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei |
| 2024 | DICTA | Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields. | Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel |
| 2024 | DICTA | DEER: Deep Emotion-Sets for Fine-Grained Emotion Recognition. | Sharjeel Tahir, Nima Mirnateghi, Syed Afaq Ali Shah, Ferdous Sohel |
| 2024 | ECCV | A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. | Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussad, Guan Wang, Anuj Srivastava |
| 2023 | Interspeech | An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. | Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel |
| 2022 | ICASSP | Adversary Distillation for One-Shot Attacks on 3D Target Tracking. | Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Mohammed Bennamoun, Yong Liao, Jiali Yu |
| 2021 | ICCV | Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. | Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussad, Ferdous Sohel, Dan Xu |
| 2021 | IJCNN | PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization. | Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Yong Liao |
| 2020 | ICONIP | RCNN for Region of Interest Detection in Whole Slide Images. | Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster |
| 2019 | AINA | Automatic Graph-Based Clustering for Security Logs. | Hudan Studiawan, Christian Payne, Ferdous Sohel |
| 2019 | DICTA | Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. | Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun |
| 2019 | DICTA | Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. | Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri |
| 2019 | DICTA | Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. | Upeka Somaratne, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Xuequn Wang, Hamid Laga |
| 2019 | ICASSP | An Improved Approach to Weakly Supervised Semantic Segmentation. | Lian Xu, Mohammed Bennamoun, Farid Boussad, Senjian An, Ferdous Sohel |
| 2019 | ICONIP | Attention-Based Image Captioning Using DenseNet Features. | Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun |
| 2019 | ICONIP | MON: Multiple Output Neurons. | Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong |
| 2019 | ICONIP | Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. | Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri |
| 2019 | ICONIP | Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. | Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel |
| 2019 | IJCNN | Language Modeling through Long-Term Memory Network. | Anupiya Nugaliyadde, Ferdous Sohel, Kok Wai Wong, Hong Xie |
| 2019 | IJCNN | Coral Classification Using DenseNet and Cross-modality Transfer Learning. | Lian Xu, Mohammed Bennamoun, Farid Boussad, Senjian An, Ferdous Sohel |
| 2019 | PSIVT | Body Detection in Spectator Crowd Images Using Partial Heads. | Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong |
| 2019 | PSIVT | Enhanced Transfer Learning with ImageNet Trained Classification Layer. | Tasfia Shermin, Shyh Wei Teng, M. Manzur Murshed, Guojun Lu, Ferdous Sohel, Manoranjan Paul |
| 2018 | ACCV | WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image. | Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong |
| 2018 | ACCV | Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. | Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussad |
| 2018 | AVSS | Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. | Shamsiah Abidin, Roberto Togneri, Ferdous Sohel |
| 2018 | ICASSP | Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. | Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussad |
| 2017 | ICONIP | Reinforced Memory Network for Question Answering. | Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie |