William L Hamilton

Cited by

	All	Since 2016
Citations	7574	7517
h-index	22	21
i10-index	28	28

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201520162017201820192020202124 43 178 688 1999 3988 554

Co-authors

Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Zhitao (Rex) YingStanford UniversityVerified email at stanford.edu
Dan JurafskyProfessor of Linguistics and Computer Science, Stanford UniversityVerified email at stanford.edu
Joelle PineauSchool of Computer Science, McGill UniversityVerified email at cs.mcgill.ca
Jiaxuan YouCS PhD candidate, Stanford UniversityVerified email at stanford.edu
Xiang RenAssistant Professor of Computer Science, USCVerified email at usc.edu
Christopher MorrisPostdoc, Polytechnique MontréalVerified email at christophermorris.info
P. Lió, Pietro Lio, P. Lio, Pietro Liò, Pie...University of CambridgeVerified email at cam.ac.uk
Joey BoseMcGill University, MilaVerified email at mail.mcgill.ca
Kaifeng ChenStanford University; Google ResearchVerified email at google.com
Ruining HeGoogle ResearchVerified email at google.com
Petar VeličkovićSenior Research Scientist, DeepMindVerified email at google.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
William FedusPhD Student, Montreal Institute for Learning AlgorithmsVerified email at umontreal.ca
R Devon HjelmMicrosoft Research, University of Montreal, MilaVerified email at microsoft.com
Vinodkumar PrabhakaranResearch Scientist, Google LLCVerified email at google.com
Mahdi Milani FardMachine Learning Researcher, Google Inc.Verified email at google.com
Martin GroheProfessor of Computer Science, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Jan Eric LenssenPhD Student, TU Dortmund UniversityVerified email at udo.edu
Martin RitzertRWTH Aachen UniversityVerified email at rwth-aachen.de

William L Hamilton

Assistant Professor of Computer Science, McGill University and Mila

Verified email at cs.mcgill.ca - Homepage

Machine Learning Graph Representation Learning Natural Language Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Inductive Representation Learning on Large Graphs WL Hamilton, R Ying, J Leskovec Neural Information Processing Systems (NeurIPS), 2017	2867	2017
Representation Learning on Graphs: Methods and Applications WL Hamilton, R Ying, J Leskovec IEEE Data Engineering Bulletin, 2017	933	2017
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	771	2018
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change WL Hamilton, J Leskovec, D Jurafsky Association for Computational Linguistics (ACL), 2016	568	2016
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	344	2018
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	333	2018
Deep graph infomax P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm International Conference on Learning Representations (ICLR), 2019	274*	2019
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	256	2019
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora WL Hamilton, K Clark, J Leskovec, D Jurafsky Empirical Methods in Natural Language Processing (EMNLP), 2016	251	2016
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	169	2017
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	146	2016
Community Interaction and Conflict on the Web S Kumar, WL Hamilton, J Leskovec, D Jurafsky The Web Conference (WWW), 2018	119	2018
Embedding Logical Queries on Knowledge Graphs WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec Neural Information Processing Systems (NeurIPS), 2018	76	2018
Loyalty in Online Communities WL Hamilton, J Zhang, C Danescu-Niculescu-Mizil, D Jurafsky, ... AAAI International Conference on Web and Social Media (ICWSM), 2017	50	2017
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	49	2019
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	46	2014
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	41	2017
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations. WL Hamilton, MM Fard, J Pineau International Conference on Machine Learning (ICML), 178-186, 2013	40	2013
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	34	2014
Compositional Fairness Constraints for Graph Embeddings AJ Bose, W Hamilton International Conference on Machine Learning (ICML), 2019	29	2019

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