Abstract: Transformer-based models, such as Bidirectional Encoder Representations from Transformers (BERT), cannot process long sequences because their self-attention operation scales quadratically ...

This repository contains a Python package that implements the k-Nearest Neighbors (k-NN) algorithm for classifying Iris flowers into three species: setosa, versicolor, and virginica. The package uses ...

We provide the code (in PyTorch) and datasets for our paper "On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks" (SOLT-GNN for short), which is published in WWW-2022. (1) First ...

Abstract: Graph neural networks (GNNs) have recently gained attention for capturing complex relations, prompting researchers to explore their potential in document classification. Existing studies ...