Topological Deep Learning

[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

multiway chromatin interaction, 3D genome, single-nucleus, hypergraph representation learning

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.

A curated list of awesome Hypergraph Learning frameworks, libraries and software.

CIKM2022: source code for "hypergraph learning with line expansion" paper

Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".

embeddings for hyperedges in a hypergraph

The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation

Inductive Higher Order Knowledge Hypergraph Completion

cash

Implementation library for Hypergraph Simultaneous Generators.

Correlation Guided Network Integration

C3MM: Clique-Closure based Hyperlink Prediction

Python implementation of <Exploring High-Order Correlations for Industry Anomaly Detection>