Alexander Wong

Full Professor, University of Waterloo

Joined

October 2018

Names

Alexander Wong (Preferred)

Emails

****@uwaterloo.ca (Confirmed)

,

****@uwaterloo.ca (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Waterloo (uwaterloo.ca)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

2007 – 2010

PhD Advisor

2007 – 2010

Expertise

computer vision

2005 – 2023

machine learning

2005 – 2023

deep learning

2005 – 2023

Publications

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
- CVPR MetaFood Workshop
- Readers: Everyone
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
- OpenReview Archive Direct Upload
- Readers: Everyone
DiCoH: Rethinking Self-Supervised Pretraining for Semantic Segmentation in Homogenous Medical Domains
Kimathi Kaai, Mahip Singh, Joshua Kurien, C Thomas, Raviteja Vemulapalli, Kwei-Herng Lai, Alexander Wong, Sirisha Rambhatla
- Submitted to ICLR 2026
- Readers: Everyone
Intermediate Representations for Improved Code Translation with LLMs
Amy Tai, Lukasz Golab, Alexander Wong
- WiML @ NeurIPS 2025
- Readers: Everyone
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging
Jarett Dewbury, Amy Tai, Alexander Wong
- AAAI 9th International Workshop on Health Intelligence, 2025
- Readers: Everyone
MR-CRL: Leveraging Predictive Representations for Contrastive Goal-Conditioned Reinforcement Learning
Muhammad Qasim Ali, Winnie Trandinh, Howard Nguyen-Huu, Alexander Wong
- RLBrew: Ingredients for Developing Generalist Agents workshop (RLC 2025)
- Readers: Everyone
3D Human Pose Estimation with Muscles
Kevin Zhu, AliAsghar MohammadiNasrabadi, Alexander Wong, John McPhee
- NeurIPS 2025 poster
- Readers: Everyone
Office Hours: A Multiday Office Cubicle Dataset for Associative Embodied VQA
Fernando Jose Pena Cantu, Junfeng Lei, Vani Agrawal, Adrian Ramlal, Chang Liu, Joshua Li, Saeejith Nair, Yifeng Xu, Muhammad Qasim Ali, Alexander Wong, Yuchen Cui, Yuhao Chen
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement
Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong
- IEEE signal processing magazine
- Readers: Everyone
A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning
Ahmadreza Jeddi, Mohammad Javad Shafiee, Alexander Wong
- CVPR 2021 Workshop
- Readers: Everyone

View all 524 publications

Co-Authors

View all 377 co-authors