Abstract: Social recommendation provides an auxiliary social network structure to enhance recommendation performances. By formulating user-user social network and user-item interaction graph, modern ...

Abstract: Graph neural networks (GNNs), grounded in spatial or spectral domains, have achieved remarkable success in learning graph representations in Euclidean space. Recent advances in spatial GNNs ...

We provide the code for Shedding Light on Problems with Hyperbolic Graph Learning in this repository. Summary: Our work makes a surprising discovery: when simple Euclidean models with comparable ...

HyperCore is a framework built upon PyTorch to easily write and train hyperbolic foundation models for a wide range of applications in diverse modalities. PAPER LINK HyperCore is accessible to experts ...

Royalty-free licenses let you pay once to use copyrighted images and video clips in personal and commercial projects on an ongoing basis without requiring additional payments each time you use that ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Ramya Krishnamoorthy shares a detailed case ...