Publications

More Publications

arXiv preprint, 2022

arXiv preprint, 2022

arXiv preprint, 2022

DCAI workshop at NeurIPS, 2021

Science Translational Medicine, 2021

npj Precision Oncology, 2020

PhD thesis, University of Toronto, 2019

Oxford Bioinformatics, 2019

NeurIPS workshop, 2017

NeurIPS workshop, 2017

Cancer Cell, 2017

BMC Bioinformatics, 2016

Oxford Bioinformatics, 2016

Invited Publications

Cell systems, 2016

Conference Talks

Towards a Taxonomy of Graph Learning Datasets
Dec 14, 2021
Hierarchical graph neural nets can capture long-range interactions
Oct 25, 2021
Hierarchical Graph Nets and Long-Range Interactions
Aug 16, 2021
Deep generative models for drug response prediction
Dec 9, 2017
Modeling post-treatment gene expression change with a deep generative model
Jul 25, 2017

Teaching

I was a teaching assistant for the following courses at the University of Toronto:

  • CSC321: Intro to Neural Networks and Machine Learning (1 semester)
  • CSC411/2125: Introduction to Machine Learning (3 semesters)
  • CSC2417: Algorithms for Genome Sequence Analysis (1 semester)
  • CSC373: Algorithm Design, Analysis, and Complexity (3 semesters)
  • CSC263: Algorithms and Data Structures (6 semesters)
  • CSC180: Introduction to Computer Programming (1 semester)

In 2014–2016 I was the head coach for ACM International Collegiate Programming Contest at U of Toronto.