Top Projects

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Rethinking Batch Normalization in Transformers
We found that NLP batch statistics exhibit large variance throughout training, which leads to poor BN performance.
power-normalization batch-normalization transformers natural-language-processing
Embedding Java Classes with Code2Vec
Code for the paper "Obfuscated code2vec: Improving Class-Level Embeddings by Hiding Information".
code-analysis embeddings tutorial
Clustered Graph Convolutional Networks
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
graph-embedding graph-convolution node-embedding node-classification
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