William L Hamilton

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Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Zhitao (Rex) YingYale UniversityVerified email at yale.edu
Dan JurafskyProfessor of Linguistics and Computer Science, Stanford UniversityVerified email at stanford.edu
Joelle PineauSchool of Computer Science, McGill University; FAIR, Meta AI; MilaVerified email at cs.mcgill.ca
Joey BoseMcGill University, MilaVerified email at mail.mcgill.ca
Jiaxuan YouCS PhD, Stanford UniversityVerified email at cs.stanford.edu
P. Lió, Pietro Lio, P. Lio, Pietro Liò, Pie...University of CambridgeVerified email at cam.ac.uk
Christopher MorrisRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Xiang RenViterbi Early Career Chair & Associate Professor, University of Southern CaliforniaVerified email at usc.edu
Petar VeličkovićStaff Research Scientist, Google DeepMind | Affiliated Lecturer, University of CambridgeVerified email at deepmind.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
William FedusOpenAIVerified email at openai.com
R Devon HjelmApple MLR, MilaVerified email at apple.com
Devendra Singh SachanMila - Quebec AI Institute, McGill UniversityVerified email at mila.quebec
Kaifeng ChenStanford University; Google ResearchVerified email at google.com
Ruining HeGoogle ResearchVerified email at google.com
Koustuv SinhaResearch Scientist, Meta AI (Fundamental AI Research), McGill UniversityVerified email at mail.mcgill.ca
Martin GroheProfessor of Computer Science, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Jan Eric LenssenMax Planck Institute for InformaticsVerified email at mpi-inf.mpg.de
Martin RitzertGeorg-August Universität GöttingenVerified email at informatik.uni-goettingen.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	10295	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	2639	2018
Representation Learning on Graphs: Methods and Applications WL Hamilton, R Ying, J Leskovec IEEE Data Engineering Bulletin, 2017	1976	2017
Deep graph infomax P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm International Conference on Learning Representations (ICLR), 2019	1516*	2019
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	1225	2018
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	1017	2019
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change WL Hamilton, J Leskovec, D Jurafsky Association for Computational Linguistics (ACL), 2016	989	2016
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	742	2018
Graph Representation Learning WL Hamilton Morgan & Claypool Publishers, 2020	701	2020
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora WL Hamilton, K Clark, J Leskovec, D Jurafsky Empirical Methods in Natural Language Processing (EMNLP), 2016	381	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	352	2017
Community Interaction and Conflict on the Web S Kumar, WL Hamilton, J Leskovec, D Jurafsky The Web Conference (WWW), 2018	299	2018
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	271	2016
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	240	2019
Embedding Logical Queries on Knowledge Graphs WL Hamilton, P Bajaj, M Zitnik, D Jurafsky, J Leskovec Neural Information Processing Systems (NeurIPS), 2018	231	2018
Inductive Relation Prediction by Subgraph Reasoning KK Teru, E Denis, WL Hamilton International Conference on Machine Learning (ICML), 2020	220	2020
Compositional Fairness Constraints for Graph Embeddings AJ Bose, W Hamilton International Conference on Machine Learning (ICML), 2019	196	2019
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	146	2021
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	104	2019
Loyalty in Online Communities WL Hamilton, J Zhang, C Danescu-Niculescu-Mizil, D Jurafsky, ... AAAI International Conference on Web and Social Media (ICWSM), 2017	102	2017

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