| 2023 | AAAI | High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. | Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong |
| 2023 | CVPR | Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. | Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee |
| 2022 | CVPR | MAPLE: Microprocessor A Priori for Latency Estimation. | Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee |
| 2022 | CVPR | MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. | Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee |
| 2020 | CVPR | Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness. | Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong |
| 2019 | CVPR | SANE: Towards Improved Prediction Robustness via Stochastically Activated Network Ensembles. | Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg |
| 2019 | CVPR | SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. | Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong |
| 2019 | CVPR | Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. | Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong |
| 2016 | CVPR | Embedded Motion Detection via Neural Response Mixture Background Modeling. | Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong |
| 2016 | CVPR | Efficient Deep Feature Learning and Extraction via StochasticNets. | Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong |
| 2016 | CVPR | Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG). | Parthipan Siva, Mohammad Javad Shafiee, Michael Jamieson, Alexander Wong |
| 2016 | ICIP | Random feature maps via a Layered Random Projection (LARP) framework for object classification. | Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong |
| 2016 | ICIP | Spatio-temporal saliency detection using abstracted fully-connected graphical models. | Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong |
| 2015 | CVPR | Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model. | Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi |
| 2015 | ICIP | High dynamic range map estimation via fully connected random fields with stochastic cliques. | F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek |
| 2015 | ICIP | Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields. | Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth |
| 2015 | ICIP | PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling. | Parthipan Siva, Mohammad Javad Shafiee, Francis Li, Alexander Wong |