Abstract: Heterogeneous graph neural networks (HGNNs) have demonstrated promising capabilities in addressing various problems defined on heterogeneous graphs containing multiple types of nodes or ...

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 repository contains code for Talk like a Graph: Encoding Graphs for Large Language Models and Let Your Graph Do the Talking: Encoding Structured Data for LLMs. @inproceedigs{fatemi2024talk, ...

The year is 2016. You’re en route to a party having just fired off a text on Facebook messenger to find out what your friend is wearing. A few minutes later, a yellow notification lights up your ...

As people rang in the new year, TikTok turned into a time machine, christening “2026 as the new 2016” in a constant scroll of Snapchat dog filters, Mannequin Challenge throwbacks and choker and crop ...

GraphStorm is an enterprise-grade graph machine learning (GML) framework designed for scalability and ease of use. It simplifies the development and deployment of GML models on industry-scale graphs ...

If Instagram feels like a time-machine right now, you should know that it’s not just your feed. Celebrities, influencers and a whole lot of other users have been waxing nostalgic lately for the lives ...

Why Rujuta Diwekar wants you to eat this ignored leafy green for better hair Fake Sweet Potato in the market? How to check the purity of sweet potato at home and 6 easy dishes ...

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Your Instagram algorithm did not suddenly glitch back to a decade ago. The wave of 2016 ...