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hypergraph-learning

Here are 22 public repositories matching this topic...

pikapi-pi / DGP

computational-biology hypergraph-learning interpretability-methods

Updated May 12, 2026
Python

cuiods / VertexWeight

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

hypergraph-learning high-order-relationship industry-anomaly-detection

Updated Mar 28, 2019
Python

hypernetwork-research-group / janus

This repository contains code of the paper Hypergraph Generation with Latent Diffusion

generator hypergraph diffusion hypergraphs diffusion-model hypergraph-neural-networks hypergraph-learning diffusion-models latent-diffusion latent-diffusion-models generative-ai hypergraph-neural-network

Updated Oct 19, 2026
Python

JonathanWry / Enhanced-Atrial-Fibrillation-Prediction-in-ESUS-Patients-with-Pre-training-and-Transfer-Learning

transfer-learning atrial-fibrillation pre-training hypergraph-learning esus

Updated Sep 8, 2025
Python

Saury997 / S3H-Net

[MICCAI 2026] Official implementation of paper: "S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation"

deep-learning superpixels medical-image-segmentation hypergraph-learning medical-ai

Updated Oct 8, 2026
Python

Saury997 / TSLDSeg

[Pattern Recognition 2025] Official implementation of paper: "TSLDSeg: A Texture-aware and Semantic-enhanced Latent Diffusion Model for Medical Image Segmentation"

segmentation medical-image-processing diffusion-model hypergraph-learning latent-diffusion-model

Updated Dec 11, 2025
Python

AdarshShah / High-Order-Knowledge-Graph-Completion

Inductive Higher Order Knowledge Hypergraph Completion

simplicial-complex hypergraph-learning simplicial-message-passing-neural-network

Updated Jan 26, 2023
Python

zhengyijia / CoNHD

[CIKM 2025] Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion

hypergraph-neural-networks hypergraph-learning

Updated Nov 23, 2025
Python

shan1322 / Hyperwalk

embeddings for hyperedges in a hypergraph

deep-learning keras embeddings random-walk hypergraphs hypergraph-learning

Updated Sep 3, 2019
Python

yy-ko / cash-tkde2025

cash

self-supervised-learning hypergraph-learning

Updated Jan 31, 2025
Python

Zilize / MHIM

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

deep-learning dialogue-systems recomender-system hypergraph-neural-networks hypergraph-learning conversational-recommendation conversational-recommender-system

Updated May 10, 2023
Python

Mengqi-Lei / Hypergraph-as-Language

Implementation of the paper Hypergraph as Language, including the code for Hyper-Align and HyperAlign-Bench.

hypergraph hypergraph-learning large-language-models multimodal-large-language-models

Updated May 25, 2026
Python

icmpnorequest / ICASSP2024_ASTHL

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

recommendation point-of-interest-recommendation hypergraph-learning

Updated Sep 8, 2024
Python

ycq091044 / LEGCN

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

hypergraph-learning line-expansion

Updated May 19, 2023
Python

YushengZhao / DyHSL

[ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting

traffic-flow-forecasting hypergraph-learning graph-structure-learning

Updated Oct 14, 2022
Python

basiralab / HUNet

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

deep-learning unet geometric-deep-learning network-neuroscience hypergraph-learning brain-disorders diagnosis-prediction hyper-unet hypergraph-unet

Updated Sep 1, 2020
Python

ritaranx / CACHE

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

health ehr causal-inference factual ehr-phenotyping counterfactual graph-neural-networks hypergraph-learning ml4h

Updated Feb 6, 2024
Python

hypernetwork-research-group / hypertorch

A library to train and benchmark Hypergraph Learning models.

deep-learning hypergraph node-classification hypergraph-learning hyperlink-prediction

Updated Oct 21, 2026
Python

stormwther18 / HYSET

Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction

machine-learning information-retrieval statistical-learning hypergraph ai-agents hypergraph-learning natual-language-processing large-language-models llm llm-tools function-calling tool-learning llm-agents toolbench

Updated Oct 12, 2026
Python

ma-compbio / MATCHA

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

machine-learning 3d-genome hypergraph hypergraph-learning multiway-interactions

Updated Jul 20, 2022
Python

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