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 ...

This is the PyTorch implementation for LightGCL proposed in the paper LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation, International Conference on Learning Representation, ...

This repository contains the source code of TopoNet, Graph-based Topology Reasoning for Driving Scenes. TopoNet is the first end-to-end framework capable of abstracting traffic knowledge beyond ...

Abstract: In this paper we present a methodology to address the allocation/scheduling problem of a given parallel application task precedence graph (TPG) to multiprocessors using systemC simulation ...