| 2026 | WACV | SCALEX: Scalable Concept and Latent Exploration for Diffusion Models. | E. Zhixuan Zeng, Yuhao Chen, Alexander Wong |
| 2025 | AI | Detecting Aimbot Usage in Minecraft Using a Long Short-Term Memory Model. | James Vandersluis, Alexander Wong |
| 2025 | CVPR | SAMJAM: Zero-Shot Video Scene Graph Generation for Egocentric Kitchen Videos. | Joshua Li, Fernando Jose Pena Cantu, Emily Yu, Alexander Wong, Yuchen Cui, Yuhao Chen |
| 2025 | CVPR | FoodVideoQA: A Novel Baseline Framework for Dietary Monitoring. | Krish Shah, Siddharth Viswanath, Pengcheng Xi, Alexander Wong, Yuhao Chen |
| 2025 | CVPR | Food Degradation Analysis Using Multimodal Fuzzy Clustering. | Julio J. Valds, Stephie Liu, Shawn Yang, Yuhao Chen, Alexander Wong, Pengcheng Xi |
| 2025 | RO-MAN | VAIRO: A Vision-Based Adaptive Impedance-Control Robotic Framework. | Jeffrey Lee, Alexander Wong, Yue Hu |
| 2024 | CVPR | RepViT-MedSAM: Efficient Segment Anything in the Medical Images. | Qasim Ali, Yuhao Chen, Alexander Wong |
| 2024 | CVPR | How Much You Ate? Food Portion Estimation on Spoons. | Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong |
| 2024 | ICMLA | Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks. | Neel Patel, Alexander Wong, Ashkan Ebadi |
| 2024 | MMSP | Synthetic Local Data Augmentation. | Vasyl Chomko, Yuhao Chen, David A. Clausi, Alexander Wong |
| 2023 | AAAI | SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. | Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong |
| 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 | MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy. | Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Robbie Meyer, Maximilian Gilles, Alexander Wong |
| 2023 | CVPR | Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis. | Andrew Hryniowski, Alexander Wong |
| 2023 | CVPR | Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. | Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield |
| 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 |
| 2023 | MICCAI | Enhancing Clinical Support for Breast Cancer with Deep Learning Models Using Synthetic Correlated Diffusion Imaging. | Chi-En Amy Tai, Hayden Gunraj, Nedim Hodzic, Nic Flanagan, Ali Sabri, Alexander Wong |
| 2022 | ACL | LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. | George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen |
| 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 |
| 2022 | CVPR | FenceNet: Fine-grained Footwork Recognition in Fencing. | Kevin Zhu, Alexander Wong, John McPhee |
| 2022 | ECCV | Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation. | William J. McNally, Kanav Vats, Alexander Wong, John McPhee |
| 2021 | CVPR | DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera. | William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee |
| 2021 | CVPR | Do All MobileNets Quantize Poorly? Gaining Insights Into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-Scale Distributional Dynamics. | Stone Yun, Alexander Wong |
| 2021 | MICCAI | COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging. | Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong |
| 2021 | NAACL | UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. | George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong |
| 2020 | AIES | Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. | Chris Dulhanty, Alexander Wong |
| 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 |
| 2020 | CVPR | Squeeze-and-Attention Networks for Semantic Segmentation. | Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Jonathan Li, Alexander Wong |
| 2020 | ICPR | Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. | Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong |
| 2020 | MICCAI | DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. | Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan |
| 2020 | WACV | Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis. | Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong |
| 2019 | CVPR | Assessing Architectural Similarity in Populations of Deep Neural Networks. | Audrey G. Chung, Paul W. Fieguth, Alexander Wong |
| 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 | RUNet: A Robust UNet Architecture for Image Super-Resolution. | Xiaodan Hu, Mohamed A. Naiel, Alexander Wong, Mark Lamm, Paul W. Fieguth |
| 2019 | CVPR | Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. | Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong |
| 2019 | CVPR | GolfDB: A Video Database for Golf Swing Sequencing. | William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong |
| 2019 | CVPR | Towards Computer Vision Powered Color-Nutrient Assessment of Pureed Food. | Kaylen J. Pfisterer, Robert Amelard, Braeden Syrnyk, Alexander Wong |
| 2019 | CVPR | Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. | Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong |
| 2019 | CVPR | AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. | Alexander Wong, Zhong Qiu Lin, Brendan Chwyl |
| 2018 | CaiSE | Choosing Agile or Plan-driven Enterprise Resource Planning (ERP) Implementations - A study on 21 Implementations from 20 Companies. | Lucas Gren, Alexander Wong, Erik Kristoffersson |
| 2017 | AAAI | Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption. | Tameem Adel, Han Zhao, Alexander Wong |
| 2017 | CVPR | Hockey Action Recognition via Integrated Stacked Hourglass Network. | Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek |
| 2017 | CVPR | Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks. | Devinder Kumar, Alexander Wong, Graham W. Taylor |
| 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 | Saliency-guided projection geometric correction using a projector-camera system. | Ameneh Boroomand, Hicham Sekkati, Mark Lamm, David A. Clausi, 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 | SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. | Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, 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 |
| 2016 | ICMLA | Bag of Bags: Nested Multi Instance Classification for Prostate Cancer Detection. | Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider |
| 2015 | AAAI | A Probabilistic Covariate Shift Assumption for Domain Adaptation. | Tameem Adel, 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 | Tiger: A texture-illumination guided energy response model for illumination robust local saliency. | Brendan Chwyl, Audrey G. Chung, F. Y. Li, Alexander Wong, 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 | DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. | Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi |
| 2015 | ICIP | DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. | Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi |
| 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 | Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving. | Parthipan Siva, Christian Scharfenberger, Ibrahim Ben Daya, Akshaya Kumar Mishra, Alexander Wong |
| 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 |
| 2014 | ICIP | Image saliency detection via multi-scale statistical non-redundancy modeling. | Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth |
| 2014 | ICIP | Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques. | M. J. Shafiee, Alexander Wong, Parthipan Siva, Paul W. Fieguth |
| 2014 | IGARSS | URC: Unsupervised regional clustering of remote sensing imagery. | Parthipan Siva, Alexander Wong |
| 2014 | IGARSS | Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data. | Fan Li, Alexander Wong, David A. Clausi |
| 2014 | IGARSS | Comparative study of feature space projection methods for hyperspectral image classification. | Fan Li, Alexander Wong, David A. Clausi |
| 2014 | IGARSS | Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples. | Fan Li, Alexander Wong, David A. Clausi |
| 2013 | CVPR | Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. | Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi |
| 2013 | ICASSP | Natural scene segmentation based on a stochastic texture region merging approach. | R. S. Medeiros, Jacob Scharcanski, Alexander Wong |
| 2013 | IGARSS | Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model. | Alexander Wong, Katharine Andrea Scott, Edward Li, Robert Amelard |
| 2013 | IGARSS | Unsupervised classification of agricultural land cover using polarimetric synthetic aperture radar via a sparse texture dictionary model. | Robert Amelard, Alexander Wong, David A. Clausi |
| 2013 | IGARSS | Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform. | Robert Amelard, Alexander Wong, Fan Li, David A. Clausi |
| 2012 | ICIP | Saliency detection via statistical non-redundancy. | Aanchal Jain, Alexander Wong, Paul W. Fieguth |
| 2012 | ICIP | Multi-scale tensor vector field active contour. | Abhishek Kumar, Alexander Wong, Paul W. Fieguth, David A. Clausi |
| 2011 | CVPR | Robust control point detection for aerial synthetic aperture radar via a logarithmic quasi-random scale space framework. | Alexander Wong |
| 2011 | ICIP | Tensor vector field based active contours. | Abhishek Kumar, Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth |
| 2011 | ICIP | A structure-guided conditional sampling model for video resolution enhancement. | Ying Liu, Alexander Wong, Paul W. Fieguth |
| 2011 | ICIP | Multi-scale 3D representation via volumetric quasi-random scale space. | Akshaya Kumar Mishra, Alexander Wong, Paul W. Fieguth, David A. Clausi |
| 2011 | ISM | Shot Boundary Detection Using Genetic Algorithm Optimization. | Calvin Chan, Alexander Wong |
| 2011 | ISM | Hybrid Video Compression Using Selective Keyframe Identification and Patch-Based Super-Resolution. | Jeffrey Glaister, Calvin Chan, Michael Frankovich, Adrian Tang, Alexander Wong |
| 2011 | ISM | Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance. | Angus Leigh, Alexander Wong, David A. Clausi, Paul W. Fieguth |
| 2011 | ISM | A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields. | M. J. Shafiee, Zohreh Azimifar, Alexander Wong, Paul W. Fieguth |
| 2010 | IGARSS | A new Bayesian source separation approach to blind decorrelation of SAR data. | Alexander Wong, Paul W. Fieguth |
| 2010 | IGARSS | Remote sensing image synthesis. | Ying Liu, Alexander Wong, Paul W. Fieguth |
| 2009 | WCNC | Prioritized spectrum sensing in cognitive radio based on spatiotemporal statistical fusion. | Xiaoyu Wang, Alexander Wong, Pin-Han Ho |
| 2008 | ICIP | Efficient nonlocal-means denoising using the SVD. | Jeff Orchard, Mehran Ebrahimi, Alexander Wong |
| 2008 | ICIP | Illumination invariant active contour-based segmentation using complex-valued wavelets. | Alexander Wong |
| 2008 | ICIP | A perceptually adaptive approach to image denoising using anisotropic non-local means. | Alexander Wong, Paul W. Fieguth, David A. Clausi |
| 2008 | ICIP | A nonlocal-means approach to exemplar-based inpainting. | Alexander Wong, Jeff Orchard |
| 2008 | ICPR | Simultaneous multi-modal registration of multiple images based on multi-dimensional joint phase moment distributions. | Alexander Wong |
| 2008 | ICPR | Phase-adaptive image signal fusion using complex-valued wavelets. | Alexander Wong, David A. Clausi, Paul W. Fieguth |
| 2008 | ICPR | An adaptive Monte Carlo approach to nonlinear image denoising. | Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi |
| 2008 | ISM | Deblocking of Block-Transform Compressed Images Using Phase-Adaptive Shifted Thresholding. | Alexander Wong, William D. Bishop |
| 2008 | ISM | Robust Edge Detection Based on Non-local Contribution of Local Frequency Characteristics. | Alexander Wong, William D. Bishop |
| 2006 | ISM | Adaptive Perceptual Degradation Based on Video Usage. | Alexander Wong, William D. Bishop |
| 2006 | ISM | Practical Content-Adaptive Subsampling for Image and Video Compression. | Alexander Wong, William D. Bishop |