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William L. Hamilton — most-cited papers & profile · AI for Science
← authors
·
overview
William L. Hamilton
3
papers ·
2754
citations ·
53
h-index
University of Cambridge · Wellcome Sanger Institute · Cambridge School · Bridge University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
2018 · 2754 citations
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks
2018
Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks
2021
Topics
GNN Architectures
Theory & Expressivity
Graph-based
Collaborative Filtering
Ranking & CTR
Molecular & Drug