William L Hamilton
William L Hamilton
Assistant Professor of Computer Science, McGill University and Mila
Verified email at cs.mcgill.ca - Homepage
TitleCited byYear
Inductive Representation Learning on Large Graphs
WL Hamilton, R Ying, J Leskovec
Neural Information Processing Systems (NeurIPS), 2017
9132017
Representation Learning on Graphs: Methods and Applications
WL Hamilton, R Ying, J Leskovec
IEEE Data Engineering Bulletin, 2017
4022017
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
WL Hamilton, J Leskovec, D Jurafsky
Association for Computational Linguistics (ACL), 2016
2982016
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
1792018
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
1582019
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
132*2018
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
WL Hamilton, K Clark, J Leskovec, D Jurafsky
Empirical Methods in Natural Language Processing (EMNLP), 2016
1322016
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
862017
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
832018
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
672016
Deep graph infomax
P Veličković, W Fedus, WL Hamilton, P Liņ, Y Bengio, RD Hjelm
International Conference on Learning Representations (ICLR), 2019
532019
Community Interaction and Conflict on the Web
S Kumar, WL Hamilton, J Leskovec, D Jurafsky
The Web Conference (WWW), 2018
382018
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison.
B Balle, WL Hamilton, J Pineau
International Conference on Machine Learning (ICML), 1386-1394, 2014
362014
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations.
WL Hamilton, MM Fard, J Pineau
International Conference on Machine Learning (ICML), 178-186, 2013
322013
Loyalty in Online Communities
WL Hamilton, J Zhang, C Danescu-Niculescu-Mizil, D Jurafsky, ...
AAAI International Conference on Web and Social Media (ICWSM), 2017
312017
Embedding Logical Queries on Knowledge Graphs
WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec
Neural Information Processing Systems (NeurIPS), 2018
26*2018
Community identity and user engagement in a multi-community landscape
J Zhang, WL Hamilton, C Danescu-Niculescu-Mizil, D Jurafsky, ...
AAAI International Conference on the Web and Social Media (ICWSM), 2017
252017
Efficient learning and planning with compressed predictive states
W Hamilton, MM Fard, J Pineau
The Journal of Machine Learning Research 15 (1), 3395-3439, 2014
252014
Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing
V Prabhakaran, WL Hamilton, D McFarland, D Jurafsky
Association for Computational Linguistics (ACL), 2016
192016
Learning Linguistic Descriptors of User Roles in Online Communities
A Wang, WL Hamilton, J Leskovec
EMNLP Workshop on Computational Social Science (NLP+CSS), 76, 2016
92016
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Articles 1–20