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Poster
Wed 17:00 Graph Normalizing Flows
Jenny Liu · Aviral Kumar · Jimmy Ba · Jamie Kiros · Kevin Swersky
Poster
Tue 10:45 Combinatorial Bandits with Relative Feedback
Aadirupa Saha · Aditya Gopalan
Poster
Wed 17:00 Diffusion Improves Graph Learning
Johannes Gasteiger · Stefan Weißenberger · Stephan Günnemann
Poster
Wed 17:00 Implicitly learning to reason in first-order logic
Vaishak Belle · Brendan Juba
Poster
Wed 17:00 Multi-relational Poincaré Graph Embeddings
Ivana Balazevic · Carl Allen · Timothy Hospedales
Poster
Wed 17:00 Learning by Abstraction: The Neural State Machine
Drew Hudson · Christopher Manning
Poster
Thu 17:00 DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs
Ali Sadeghian · Mohammadreza Armandpour · Patrick Ding · Daisy Zhe Wang
Poster
Tue 10:45 GNNExplainer: Generating Explanations for Graph Neural Networks
Zhitao Ying · Dylan Bourgeois · Jiaxuan You · Marinka Zitnik · Jure Leskovec
Poster
Wed 17:00 Hyperbolic Graph Convolutional Neural Networks
Ines Chami · Zhitao Ying · Christopher Ré · Jure Leskovec
Poster
Wed 17:00 Understanding Attention and Generalization in Graph Neural Networks
Boris Knyazev · Graham Taylor · Mohamed Amer
Poster
Wed 17:00 On the equivalence between graph isomorphism testing and function approximation with GNNs
Zhengdao Chen · Soledad Villar · Lei Chen · Joan Bruna