Professors

Simon Fraser University · Computing Science

machine learning

• deep learning
• automl
• scientific ml
• foundation models

University of California, Davis · Computer Science

computer networks · wireless networks · machine learning

• wireless
• resource allocation
• ml systems

Simon Fraser University · Computing Science

machine learning · robotics

• reinforcement learning
• learning-based control (+ physics-based character animation)

Western University · Computer Science

machine learning

• ai
• ml
• deep learning
• computer vision
• cognitive computational neuroscience
• brain data analysis

University of Guelph · School of Computer Science

bioinformatics · machine learning · statistical association · graph theory · big data analysis

• bioinformatics
• machine learning
• statistical association
• graph theory
• big data analysis

Concordia University · Computer Science and Software Engineering

machine learning

• computer vision
• machine learning

Simon Fraser University · Computing Science

machine learning

• computer vision
• 3d reconstruction
• structure-from-motion

University of Ottawa · Electrical Engineering and Computer Science

machine learning · internet of things · security

• artificial intelligence of things (aiot)
• generative internet of things (giot)
• cybersecurity
• federated learning
• internet of medical things (iomt) and health-care security

University of Texas at Dallas · Computer Science

cyber-physical systems · mobile computing · machine learning

• cyber-physical systems
• mobile computing
• machine learning
• energy systems

Concordia University · Computer Science and Software Engineering

machine learning

• machine/deep learning
• computer vision
• explainable ai
• medical image computing
• neuroimaging

University of Ottawa · Electrical Engineering and Computer Science

machine learning

• communications
• machine learning

University of California, Davis · Computer Science

machine learning · representation learning · computational neuroscience

• unsupervised learning
• representations
• deep learning

Stevens Institute of Technology · Computer Science

machine learning · deep learning · graph neural networks · transfer and federated learning · use-inspired ai · data mining

• machine learning
• graph neural networks
• federated learning
• data mining
• use-inspired ai

Carleton University · School of Computer Science

machine learning · artificial intelligence · computer vision · natural language processing · medical data analysis

• representation learning
• domain adaptation and generalization
• few-shot learning
• zero-shot learning
• continual learning
• weakly supervised learning

Concordia University · Computer Science and Software Engineering

machine learning · software engineering

• service-oriented computing
• web services
• ai for services

University of Texas at Dallas · Computer Science

machine learning · computer vision · continual learning

• machine learning
• computer vision
• continual learning
• efficient deep learning

University of Texas at Dallas · Computer Science

machine learning · computer vision · deep learning

• continual learning
• deep learning
• computer vision

University of Ottawa · Electrical Engineering and Computer Science

machine learning

• ai for science and engineering
• machine learning
• optimization
• reinforcement learning

Stevens Institute of Technology · Computer Science

machine learning · randomized algorithms

• machine learning
• randomized algorithms
• efficient ml

University of California, Davis · Computer Science

machine learning · deep learning · recommender systems

• multi-task learning
• recommendation
• trustworthy ml