Computer and information sciences

Oya, Simon

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Privacy-enhancing technologies; Cybersecurity and privacy technologies; Signal processing for security and privacy; Encryption and cryptography; Mathematical optimization; Privacy; Computer Security; Anonymous communications; Machine learning security and privacy; Searchable encryption; Statistical analysis

Park, Yongjin

Department of Pathology & Laboratory Medicine, Department of Statistics, Faculty of Medicine

Faculty (G+PS eligible/member)

Other basic medicine and life sciences; High dimensional data analysis; Biostatistical methods; Bioinformatics; single-cell genomics; Computational Biology; Causal inference; Bayesian machine learning

Pleiss, Geoffrey

Department of Statistics, Faculty of Science

Faculty (G+PS eligible/member)

Statistical theory and modeling; Machine learning; Computational methods in statistics; Spatial statistics; Numerical analysis; Machine Learning; neural networks; Gaussian processes; Bayesian optimization; reliable deep learning

Pottinger, Rachel

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer and information sciences; Computer Science and Statistics; data integration; data management; databases; metadata management

Rieseberg, Loren

Department of Botany, Faculty of Science

Faculty (G+PS eligible/member)

Bioinformatics; Genomics; Plant biology; adaptation; crops; invasive plants; plant evolutionary biology; speciation; weeds

Rivarez, Mark Paul

Applied Biology, Faculty of Land and Food Systems

Faculty (G+PS eligible/member)

Plant pathology; Agricultural ecology; Virology; Bioinformatics; Biogeography and phylogeography; Phylogeny and comparative analysis; Bacteriology; Mycology; Plant microbiota; Horticultural crop protection (pests, diseases and weeds); plant pathology; AI-based modeling; Biological control; virus evolution; virus epidemiology; pathogen diversity; bacteriology; mycology; metagenomics; high-throughput sequencing

Robeva, Elina

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Statistical theory and modeling; Machine learning; Algebra; Algebraic statistics; Graphical Models; Tensor decomposition; Causality; Applied algebraic geometry; Shape-constrained density estimation; Tensor networks

Roth, Andrew

Department of Pathology & Laboratory Medicine, Department of Computer Science, Faculty of Medicine

Faculty (G+PS eligible/member)

Bioinformatics; Cancer Evolution; Cancer omics data; computational statistics; Computational Biology; computational methods for studying clonal population structures and tumour evolution; Evolutionary cancer biology; genomics; Machine Learning; Methodological work in computational statistics; Molecular Oncology

Rubin, Julia

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Computer engineering; Programming languages and software engineering; Computer Systems; software engineering; Software quality, security, and robustness; program analysis; Adversarial robustness, explainability, and interpretability of ML-based systems; Mobile and cloud software

Ryu, Min Hyung

Division of Respiratory Medicine, Faculty of Medicine

Faculty (G+PS eligible/member)

Basic medicine and life sciences; Respiratory sciences; Transcriptomics; Bioinformatics, n.e.c.; Environmental Respiratory Diseases; Genomics and Transcriptomics; Bioinformatics and Data Science; Personalized Medicine in Respiratory Care; Application of Next-generation Sequencing

Shahrad, Mohammad

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Computer engineering; Computing systems; cloud computing; serverless computing; Resource Management; Sustainable computing; data center efficiency

Shelhamer, Evan

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Machine learning; Computer vision in artificial intelligence; Artificial intelligence (AI); Machine Learning; Computer Vision / Visual Recognition; Robustness and Adaptation; Self-Supervised / Unsupervised Learning; Applications to Remote Sensing and Sustainability

Sigal, Leonid

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer and information sciences; Artificial Intelligence; Computer Science and Statistics; Parametric and Non-Parametric Inference; Computer Vision; Machine Learning; Semantic Recognition; Vision + Natural Language Processing; Visual Recognition and Understanding

Sinnamon, Luanne Silvia

School of Information, Faculty of Arts

Faculty (G+PS eligible/member)

Human information behaviour (including human information retrieval); Web search; Information retrieval; human information interaction; Information Systems; information retrieval; New Technology and Social Impacts

Steif, Adi

Department of Medical Genetics, Faculty of Medicine

Faculty (G+PS eligible/member)

Bioinformatics; Algorithms and computational genomics; Genomics; Cancer genetics; Mechanisms of carcinogenesis; Cancer progression and metastasis; Statistical methods for high throughput data; High dimensional data analysis; Computational Biology; Machine Learning; Cancer Genomics; Single cell sequencing; Tumour evolution; Genomic technology development

Summers, Alexander

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Programming languages and software engineering; programming languages; software engineering

Suttle, Curtis

Department of Earth, Ocean & Atmospheric Sciences, Department of Botany, Department of Microbiology & Immunology, Institute for the Oceans and Fisheries, Faculty of Science

Faculty (G+PS eligible/member)

Bioinformatics; Fisheries sciences; Immunology; Microbiology; Oceanography; Plant biology; Biological Oceanography; Environmental Virology; Marine Environment; Marine Microbiology; Microbial Diversity; Phage; Viral Discovery; Viruses

Swindale, Nicholas

Department of Ophthalmology & Visual Sciences, Faculty of Medicine

Faculty (G+PS eligible/member)

Bioinformatics; Neurosciences, biological and chemical aspects; Neurosciences, medical and physiological and health aspects; Eye and Visual System Diseases; Neuronal Modeling; Neuronal Systems; Visual System

Tam, Roger

School of Biomedical Engineering, Faculty of Medicine

Faculty (G+PS eligible/member)

Machine learning; Biomedical signal processing; Biomedical Design and Innovation; Biomedical Technologies; Computer Science and Statistics; Data Analytics; Medical Imaging; Machine Learning; Neurodegenerative diseases; Precision Medicine; Radiology

Tang, Xin

Michael Smith Laboratories, Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Bioinformatics; Artificial intelligence (AI); Cell biology; Neurosciences, biological and chemical aspects; Mathematical biology; Genetics; Medical and biomedical engineering; Cancer; Neurosciences, medical and physiological and health aspects; Explainable and Interpretable Learning, Representation Learning, Knowledge Distillation; Biologically Informed Neural Network, Physically Informed Neural Network; Knowledge Distillation, Biological LLM, Biomedical Image Processing; Computational Cell Biology, Single-cell Biology, Multi-omics, Virtual Cell, Spatial Omics; Brain-Computer Interface, Neuroscience, Brain Mapping; Cancer Genomics, Development, Aging

Traboulsee, Tony

Division of Neurology, Faculty of Medicine

Faculty (G+PS eligible/member)

Neurology; Central nervous system; Biomedical signal processing; Machine learning; magnetic resonance imaging; multiple sclerosis; Neuromyelitls optica spectrum disorder (NMOSD); Myelin Oligodendrocyte Antibody Disorder (MOGAD); Brain MRI; Spinal Cord MRI

Turner, Hannah

School of Information, Faculty of Arts

Faculty (G+PS eligible/member)

Archival, repository and related studies; Library science and information studies; cataloguing and classification; Cultural Institutions (Museums, Libraries, etc.); Impacts of New Information Technologies; information practice; museum anthropology; Science and technology studies

Wachs, Anthony

Department of Mathematics, Department of Chemical & Biological Engineering, Faculty of Science

Faculty (G+PS eligible/member)

Fluidization and fluid mechanics; Process control and simulation in chemical engineering; Numerical computation; Fluid mechanics; Particle-laden flows; Non Newtonian flows; Heat and mass transfer; Numerical simulation; High performance computing; Multi-scale modelling

Wood, Frank Donald

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer and information sciences; Artificial Intelligence; Computational neuroscience; Machine Learning; Natural Language Processing; New models and inference algorithms; Probabilistic models; Probabilistic programming; Probabilistic programming systems; Reinforcement learning; Robotics; vision

Yi, Kwang Moo

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer vision in artificial intelligence; Pattern recognition and artificial vision; 3D Computer Vision; Computer Vision; Machine Learning; Astronomy Applications of Computer VIsion

Yoon, Dongwook

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer and information sciences; Computer Science and Statistics; design; Educational Technologies; Augmented reality; computer supported cooperative work (CSCW); Educational technology; Human-computer interaction (HCI); Interaction and interface design; Multimodal interaction; Speech, touch, multitouch, stylus, gesture, mixed-reality, 3d interaction; Virtual Reality

Zhong, Huan

Faculty of Medicine

Postdoctoral Fellow

Bioinformatics; Neurosciences, biological and chemical aspects; Computational Biology; Machine Learning

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