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Career

· Researcher, McGill University

Publications (115)

Inductive Representation Learning on Large Graphs
Neural Information Processing Systems · 2017
18,379
cited
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
Knowledge Discovery and Data Mining · 2018
3,947
cited
Deep Graph Infomax
International Conference on Learning Representations · 2018
2,806
cited
Hierarchical Graph Representation Learning with Differentiable Pooling
Neural Information Processing Systems · 2018
2,388
cited
Representation Learning on Graphs: Methods and Applications
IEEE Data Engineering Bulletin · 2017
2,099
cited
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks
AAAI Conference on Artificial Intelligence · 2018
1,875
cited
Graph Representation Learning
Synthesis Lectures on Artificial Intelligence and Machine Learning · 2020
1,171
cited
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
Annual Meeting of the Association for Computational Linguistics · 2016
970
cited
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
International Conference on Machine Learning · 2018
957
cited
of Evaluating the effects of SARS-CoV-2 spike mutation D614G on transmissibility and pathogenicity
2021
842
cited
Screening of healthcare workers for SARS-CoV-2 highlights the role of asymptomatic carriage in COVID-19 transmission
medRxiv · 2020
511
cited
Inductive Relation Prediction by Subgraph Reasoning
International Conference on Machine Learning · 2019
468
cited
Efficient Graph Generation with Graph Recurrent Attention Networks
Neural Information Processing Systems · 2019
387
cited
Community Interaction and Conflict on the Web
The Web Conference · 2018
375
cited
Rapid implementation of SARS-CoV-2 sequencing to investigate cases of health-care associated COVID-19: a prospective genomic surveillance study
Lancet. Infectious Diseases (Print) · 2020
367
cited
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
Conference on Empirical Methods in Natural Language Processing · 2016
341
cited
Embedding Logical Queries on Knowledge Graphs
Neural Information Processing Systems · 2018
318
cited
Language from police body camera footage shows racial disparities in officer respect
Proceedings of the National Academy of Sciences of the United States of America · 2017
317
cited
Compositional Fairness Constraints for Graph Embeddings
International Conference on Machine Learning · 2019
290
cited
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change
Conference on Empirical Methods in Natural Language Processing · 2016
246
cited
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