William L Hamilton
William L Hamilton
Assistant Professor of Computer Science, McGill University and Mila
cs.mcgill.ca üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Inductive Representation Learning on Large Graphs
WL Hamilton, R Ying, J Leskovec
Neural Information Processing Systems (NeurIPS), 2017
42872017
Representation Learning on Graphs: Methods and Applications
WL Hamilton, R Ying, J Leskovec
IEEE Data Engineering Bulletin, 2017
12132017
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
11672018
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
WL Hamilton, J Leskovec, D Jurafsky
Association for Computational Linguistics (ACL), 2016
6882016
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
5122018
Deep graph infomax
P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm
International Conference on Learning Representations (ICLR), 2019
494*2019
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
4272018
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
3892019
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
WL Hamilton, K Clark, J Leskovec, D Jurafsky
Empirical Methods in Natural Language Processing (EMNLP), 2016
2842016
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
2342017
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
1772016
Community Interaction and Conflict on the Web
S Kumar, WL Hamilton, J Leskovec, D Jurafsky
The Web Conference (WWW), 2018
1582018
Embedding Logical Queries on Knowledge Graphs
WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec
Neural Information Processing Systems (NeurIPS), 2018
1142018
Graph Representation Learning
WL Hamilton
Morgan & Claypool Publishers, 2020
1042020
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
932019
Loyalty in Online Communities
WL Hamilton, J Zhang, C Danescu-Niculescu-Mizil, D Jurafsky, ...
AAAI International Conference on Web and Social Media (ICWSM), 2017
632017
Compositional Fairness Constraints for Graph Embeddings
AJ Bose, W Hamilton
International Conference on Machine Learning (ICML), 2019
532019
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
512014
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
482017
Inductive Relation Prediction by Subgraph Reasoning
KK Teru, E Denis, WL Hamilton
International Conference on Machine Learning (ICML), 2020
46*2020
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20