InGram: Inductive Knowledge Graph Embedding via Relation Graphs Paper • 2305.19987 • Published May 31, 2023 • 2
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Paper • 2106.12144 • Published Jun 23, 2021 • 1
Towards Foundation Models for Knowledge Graph Reasoning Paper • 2310.04562 • Published Oct 6, 2023 • 3
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding Paper • 2110.03789 • Published Oct 7, 2021 • 2
Understanding networks and their behaviors using sheaf theory Paper • 1308.4621 • Published Aug 21, 2013 • 2
IRWE: Inductive Random Walk for Joint Inference of Identity and Position Network Embedding Paper • 2401.00651 • Published Jan 1 • 2
Architectures of Topological Deep Learning: A Survey on Topological Neural Networks Paper • 2304.10031 • Published Apr 20, 2023 • 3
On the Expressivity of Persistent Homology in Graph Learning Paper • 2302.09826 • Published Feb 20, 2023 • 2
A Survey on Machine Learning Solutions for Graph Pattern Extraction Paper • 2204.01057 • Published Apr 3, 2022 • 1