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Workshop
Universality of Neural Networks on Sets and Graphs
Fabian Fuchs · Petar Veličković
Poster
Tue 2:30 Limitless Stability for Graph Convolutional Networks
Christian Koke
Poster
Mon 7:30 Effects of Graph Convolutions in Multi-layer Networks
Aseem Baranwal · Kimon Fountoulakis · Aukosh Jagannath
Oral
Mon 6:20 Effects of Graph Convolutions in Multi-layer Networks
Aseem Baranwal · Kimon Fountoulakis · Aukosh Jagannath
Poster
Tue 2:30 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks
Alessio Gravina · Davide Bacciu · Claudio Gallicchio
Poster
Learnable Graph Convolutional Attention Networks
Adrián Javaloy · Pablo Sanchez Martin · Amit Levi · Isabel Valera
Poster
Wed 7:30 Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions
David Bieber · Rishab Goel · Daniel Zheng · Hugo Larochelle · Daniel Tarlow
Poster
Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States
Mingjie Li · Yifei Wang · Yisen Wang · Zhouchen Lin
Poster
On Representing Linear Programs by Graph Neural Networks
Ziang Chen · Jialin Liu · Xinshang Wang · Wotao Yin
Oral
Wed 7:00 Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd
Poster
Wed 7:30 Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd