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Workshop
Fri 14:50 Don't Stack Layers in Graph Neural Networks, Wire Them Randomly
Diego Valsesia · Giulia Fracastoro · Enrico Magli
Poster
Thu 9:00 Graph Coarsening with Neural Networks
Chen Cai · Dingkang Wang · Yusu Wang
Poster
Wed 9:00 On the Bottleneck of Graph Neural Networks and its Practical Implications
Uri Alon · Eran Yahav
Poster
Mon 17:00 Spatio-Temporal Graph Scattering Transform
Chao Pan · Siheng Chen · Antonio Ortega
Poster
Tue 17:00 On Graph Neural Networks versus Graph-Augmented MLPs
Lei Chen · Zhengdao Chen · Joan Bruna
Poster
Wed 17:00 A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel
Poster
Tue 9:00 Learning from Protein Structure with Geometric Vector Perceptrons
Bowen Jing · Stephan Eismann · Patricia Suriana · Raphael J Townshend · Ron Dror
Spotlight
Tue 12:50 Learning from Protein Structure with Geometric Vector Perceptrons
Bowen Jing · Stephan Eismann · Patricia Suriana · Raphael J Townshend · Ron Dror
Poster
Wed 1:00 Degree-Quant: Quantization-Aware Training for Graph Neural Networks
Shyam Tailor · Javier Fernandez-Marques · Nicholas Lane
Poster
Tue 1:00 AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models
Ke Sun · Zhanxing Zhu · Zhouchen Lin
Poster
Wed 1:00 Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge
Spotlight
Tue 3:35 Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge