About
Discord Stateoftheart AI
GitHub

Publications

52

Cited by

5301

William L Hamilton

machine learninggraph representation learningnatural language processing
McGill University

Canada

Papers and Citations

1 - 50
Inductive representation learning on large graphs
2017
William L Hamilton
Jure Leskovec
R Ying
Cited by 3524
Representation learning on graphs: Methods and applications
2017
Jure Leskovec
William L Hamilton
R Ying
Cited by 1068
Graph convolutional neural networks for web-scale recommender systems
2018
Ruining He
Pong Eksombatchai
Rex Ying
+6
Cited by 941
Diachronic word embeddings reveal statistical laws of semantic change
2016
William L Hamilton
Jure Leskovec
Dan Jurafsky
Cited by 505
Hierarchical graph representation learning with differentiable pooling
2018
Rex Ying
Xiang Ren
Christopher Morris
+5
Cited by 420
Graphrnn: Generating realistic graphs with deep auto-regressive models
2018
William L Hamilton
Rex Ying
Xiang Ren
+4
Cited by 372
Weisfeiler and leman go neural: Higher-order graph neural networks
2019
Martin Grohe
Jan Eric Lenssen
William L Hamilton
+5
Cited by 319
Deep Graph Infomax.
2019
P. Li�, Pietro Lio, P. Lio, Pietro Li�, Pietro Lio'
Petar Veličković
William Fedus
+3
Cited by 303
Inducing domain-specific sentiment lexicons from unlabeled corpora
2016
Jure Leskovec
William L Hamilton
Kevin Clark
+1
Cited by 223
Deep graph infomax
2019
William L Hamilton
R Devon Hjelm
Yoshua Bengio
+3
Cited by 219
Community interaction and conflict on the web
2018
Srijan Kumar
Dan Jurafsky
William L Hamilton
+1
Cited by 138
Language from police body camera footage shows racial disparities in officer respect
2017
Camilla M Griffiths
Jennifer L Eberhardt
Rebecca C Hetey
+6
Cited by 136
Cultural shift or linguistic drift? comparing two computational measures of semantic change
2016
William L Hamilton
Jure Leskovec
Dan Jurafsky
Cited by 126
Embedding logical queries on knowledge graphs
2018
Jure Leskovec
Dan Jurafsky
William L Hamilton
+2
Cited by 85
Efficient graph generation with graph recurrent attention networks
2019
Yujia Li
Renjie Liao
David Duvenaud
+5
Cited by 68
Graph representation learning
2020
William L Hamilton
Cited by 45
Methods of moments for learning stochastic languages: Unified presentation and empirical comparison
2014
Borja Balle
Joelle Pineau
William L Hamilton
Cited by 43
Compositional fairness constraints for graph embeddings
2019
AJ Bose
William L Hamilton
Cited by 43
Loyalty in online communities
2017
Jure Leskovec
Dan Jurafsky
Cristian Danescu-Niculescu-Mizil
+2
Cited by 42
Modelling sparse dynamical systems with compressed predictive state representations
2013
Mahdi Milani Fard
William L Hamilton
Joelle Pineau
Cited by 37
Community identity and user engagement in a multi-community landscape
2017
William L Hamilton
Jure Leskovec
Dan Jurafsky
+2
Cited by 33
Efficient learning and planning with compressed predictive states
2014
William L Hamilton
Joelle Pineau
Mahdi Milani Fard
Cited by 33
Clutrr: A diagnostic benchmark for inductive reasoning from text
2019
Shagun Sodhani
Jin Dong
Koustuv Sinha
+3
Cited by 27
Predicting the rise and fall of scientific topics from trends in their rhetorical framing
2016
Vinodkumar Prabhakaran
Daniel McFarland
Dan Jurafsky
+1
Cited by 26
Inductive relation prediction by subgraph reasoning
2020
KK Teru
William L Hamilton
Etienne G Denis
Cited by 22
Learning dynamic knowledge graphs to generalize on text-based games
2020
Marc-Antoine Rondeau
Jian Tang
Adam Trischler
+7
Cited by 16
Latent variable modelling with hyperbolic normalizing flows
2020
Renjie Liao
Prakash Panangaden
William L Hamilton
+3
Cited by 14
Meta-graph: Few shot link prediction via meta learning
2019
AJ Bose
William L Hamilton
Ankit Jain
+1
Cited by 12
Learning Linguistic Descriptors of User Roles in Online Communities
2016
William L Hamilton
Alex Wang
Jure Leskovec
Cited by 12
Neural transfer learning for cry-based diagnosis of perinatal asphyxia
2019
Charles C Onu
Jonathan Lebensold
Doina Precup
+1
Cited by 12
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion
2020
J Wu
M Cao
William L Hamilton
+1
Cited by 7
Inductive Relation Prediction on Knowledge Graphs
2020
KK Teru
Etienne G Denis
William L Hamilton
Cited by 6
Do Syntax Trees Help Pre-trained Transformers Extract Information?
2020
P Qi
Devendra Singh Sachan
William L Hamilton
+1
Cited by 6
A universal representation transformer layer for few-shot image classification
2020
Jing Jiang
William L Hamilton
Guodong Long
+2
Cited by 6
Evaluating logical generalization in graph neural networks
2020
William L Hamilton
Koustuv Sinha
Joelle Pineau
+1
Cited by 5
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
2020
Raphael Tang
Achyudh Ram
William L Hamilton
+2
Cited by 5
Learning an Unreferenced Metric for Online Dialogue Evaluation
2020
Ryan Lowe
Jasmine Wang
William L Hamilton
+3
Cited by 4
Adversarial Example Games
2020
Avishek Joey Bose
Gauthier Gidel
Simon Lacoste-Julien
+4
Cited by 4
Exploring structural inductive biases in emergent communication
2020
Mateja Jamnik
M Jamnik
Chris Pal
+4
Cited by 3
Generalizable Adversarial Attacks with Latent Variable Perturbation Modelling
2019
AJ Bose
William L Hamilton
Andre Cianflone
Cited by 3
Representation Learning Methods for Computational Social Science
2018
William L Hamilton
Cited by 2
Compressed predictive state representation: an efficient moment-method for sequence prediction and sequential decision-making
2014
William L Hamilton
Cited by 1
Analyzing structural priors in multi-agent communication
2020
Mateja Jamnik
M Jamnik
Agnieszka Słowik
+4
Cited by 1
Actor Critic with Differentially Private Critic
2019
Borja Balle
Doina Precup
Jonathan Lebensold
+1
Cited by 1
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs
2021
K Teru
William L Hamilton
Joelle Pineau
+1
Cited by
Neural representation and generation for RNA secondary structures
2021
Mathieu Blanchette
William L Hamilton
Zichao Yan
Cited by
Distilling Structured Knowledge for Text-Based Relational Reasoning
2020
J Dong
William L Hamilton
Marc-Antoine Rondeau
Cited by
Online Adversarial Attacks
2021
A Mladenovic
Joey Bose
William L Hamilton
+1
Cited by
Stronger Transformers for Neural Multi-Hop Question Generation
2020
L Wu
Devendra Singh Sachan
Mrinmaya Sachan
+1
Cited by
Graph neural representational learning of RNA secondary structures for predicting RNA-protein interactions
2020
Mathieu Blanchette
Zichao Yan
William L Hamilton
Cited by