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07/20/2023
QDC: Quantum Diffusion Convolution Kernels on Graphs
Graph convolutional neural networks (GCNs) operate by aggregating messag...
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02/27/2023
TwERC: High Performance Ensembled Candidate Generation for Ads Recommendation at Twitter
Recommendation systems are a core feature of social media companies with...
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10/20/2022
Causally-guided Regularization of Graph Attention Improves Generalizability
However, the inferred attentions are vulnerable to spurious correlations...
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09/30/2022
Graph Neural Networks for Link Prediction with Subgraph Sketching
Many Graph Neural Networks (GNNs) perform poorly compared to simple heur...
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06/22/2022
Graph Neural Networks as Gradient Flows
Dynamical systems minimizing an energy are ubiquitous in geometry and ph...
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05/12/2022
