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William L Hamilton
William L Hamilton
Assistant Professor of Computer Science, McGill University and Mila
Preverjeni e-poštni naslov na cs.mcgill.ca - Domača stran
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Leto
Inductive Representation Learning on Large Graphs
WL Hamilton, R Ying, J Leskovec
Neural Information Processing Systems (NeurIPS), 2017
127792017
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
R Ying, R He, K Chen, P Eksombatchai, WL Hamilton, J Leskovec
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2018
31432018
Representation Learning on Graphs: Methods and Applications
WL Hamilton, R Ying, J Leskovec
IEEE Data Engineering Bulletin, 2017
21902017
Deep graph infomax
P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm
International Conference on Learning Representations (ICLR), 2019
19472019
Hierarchical Graph Representation Learning with Differentiable Pooling
R Ying, J You, C Morris, X Ren, WL Hamilton, J Leskovec
Neural Information Processing Systems (NeurIPS), 2018
14572018
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks
C Morris, M Ritzert, M Fey, WL Hamilton, JE Lenssen, G Rattan, M Grohe
Association for the Advancement of Artificial Intelligence (AAAI), 2019
12812019
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
WL Hamilton, J Leskovec, D Jurafsky
Association for Computational Linguistics (ACL), 2016
11042016
Graph Representation Learning
WL Hamilton
Morgan & Claypool Publishers, 2020
9602020
GraphRNN: Generating realistic graphs with deep auto-regressive models
J You, R Ying, X Ren, WL Hamilton, J Leskovec
International Conference in Machine Learning (ICML), 2018
8722018
Language from police body camera footage shows racial disparities in officer respect
R Voigt, NP Camp, V Prabhakaran, WL Hamilton, RC Hetey, CM Griffiths, ...
Proceedings of the National Academy of Sciences 114 (25), 6521-6526, 2017
4052017
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
WL Hamilton, K Clark, J Leskovec, D Jurafsky
Empirical Methods in Natural Language Processing (EMNLP), 2016
4052016
Community Interaction and Conflict on the Web
S Kumar, WL Hamilton, J Leskovec, D Jurafsky
The Web Conference (WWW), 2018
3462018
Inductive Relation Prediction by Subgraph Reasoning
KK Teru, E Denis, WL Hamilton
International Conference on Machine Learning (ICML), 2020
3042020
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change
WL Hamilton, J Leskovec, D Jurafsky
Empirical Methods in Natural Language Processing (EMNLP), 2016
2972016
Efficient Graph Generation with Graph Recurrent Attention Networks
R Liao, Y Li, Y Song, S Wang, C Nash, WL Hamilton, D Duvenaud, ...
Neural Information Processing Systems (NeurIPS), 2019
2842019
Embedding Logical Queries on Knowledge Graphs
WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec
Neural Information Processing Systems (NeurIPS), 2018
2782018
Rethinking graph transformers with spectral attention
D Kreuzer, D Beaini, W Hamilton, V Létourneau, P Tossou
Advances in Neural Information Processing Systems 34, 21618-21629, 2021
2562021
Compositional Fairness Constraints for Graph Embeddings
AJ Bose, W Hamilton
International Conference on Machine Learning (ICML), 2019
2312019
Directional graph networks
D Beaini, S Passaro, V Létourneau, W Hamilton, G Corso, P Liò
International Conference on Machine Learning, 748-758, 2021
1332021
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton
Empirical Methods in Natural Language Processing (EMNLP), 2019
1302019
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