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Workshop
Universality of Neural Networks on Sets and Graphs
Fabian Fuchs · Petar Veličković
Poster
Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning
Zehao Niu · Mihai Anitescu · Jie Chen
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
Poster
Wed 7:30 Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd
Oral
Wed 7:00 Relational Attention: Generalizing Transformers for Graph-Structured Tasks
Cameron Diao · Ricky Loynd
Workshop
Fri 4:45 An Exploration of Conditioning Methods in Graph Neural Networks
Yeskendir Koishekenov · Erik Bekkers
Poster
Tue 7:30 Specformer: Spectral Graph Neural Networks Meet Transformers
Deyu Bo · Chuan Shi · Lele Wang · Renjie Liao
Poster
Tue 2:30 Rethinking the Expressive Power of GNNs via Graph Biconnectivity
Bohang Zhang · Shengjie Luo · Liwei Wang · Di He