Abstract: The nature of heterophilous graphs is significantly different from that of homophilous graphs, which causes difficulties in early graph neural network (GNN) models and suggests aggregations ...

Abstract: In Software Quality Assurance (SQA), predicting defect-prone software modules is essential for ensuring software reliability and consistency. This task is commonly achieved through Machine ...

This repository contains the official code for the paper "Permutation Equivariance of Transformers and Its Applications" (CVPR 2024). We provide the code for validation experiments for the properties ...

As an aside, looking back now, the Mentzer Red Box was a masterpiece of instructional design. It was steeped in the style of the day—callers, mappers, strict procedures—but it did a wonderful job of ...