Professors

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

Dalhousie University · Computer Science

internet of vehicles (iov) · ai-empowered edge computing and caching · resource management in heterogeneous networks · software-defined networking unmanned aerial vehicles space-air-ground integrated networking

• iov
• edge computing

Rice University · Computer Science

deep learning systems · high-performance computing · parallel programming

University of Windsor · School of Computer Science

design and analysis of algorithms · distributed and parallel computation · graph algorithms

• algorithm design
• parallel and distributed computation
• graph algorithms

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

University of Texas at Dallas · Computer Science

cryptography · information security · secure multiparty computation · network security · access control

• cryptography
• secret sharing
• secure multiparty computation
• access control
• cryptanalysis

University of Texas at Dallas · Computer Science

cryptography · information security

• cryptography
• threshold cryptography
• computer security

University of Saskatchewan · Computer Science

software engineering

• empirical software engineering
• software quality
• technical debt
• software analytics

Ohio State University · Computer Science and Engineering

coding theory · computational complexity · algebraic computation · algorithms

• coding theory
• computational complexity
• algorithms

Drexel University · Computer Science

natural language processing · large language models · artificial intelligence · ai and games · ai and creativity

• nlp
• large language models
• ai
• ai and games
• ai and creativity

University of Guelph · School of Computer Science

human-computer interaction · human-robot interaction · gamification · wearables · quantified self · health

• human-computer interaction
• human-robot interaction
• gamification
• wearables

University of California, Davis · Computer Science

numerical linear algebra · scientific computing · high-performance computing

• eigenvalue problems
• numerical methods
• hpc

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

Simon Fraser University · Computing Science

data science · databases

• data management
• data cleaning
• explanations for data

Simon Fraser University · Computing Science

systems

• fpga / hardware acceleration
• computer architecture

New Jersey Institute of Technology · Computer Science

bioinformatics · statistical machine learning · deep learning

• genome-wide association studies
• statistical genetics
• single-nucleotide polymorphisms
• deep learning
• genomics