Alternatives and similar repositories for LightHGNN:

Users that are interested in LightHGNN are comparing it to the libraries listed below

• iMoonLab / HIC
  Source code of IEEE TPAMI 2024 "Hypergraph Isomorphism Computation"
  ☆25Updated last year
• HHW-zhou / TDHNN
  Code of "Totally Dynamic Hypergraph Neural Network"
  ☆23Updated 11 months ago
• iMoonLab / HGM2R
  Source code for IEEE TPAMI 2024 "Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval"
  ☆31Updated last year
• graphprojects / HyGCL-AdT
  The official source code for HyGCL-AdT that is published to WWW 24.
  ☆11Updated last year
• sheldonresearch / HWNN
  Xiangguo Sun et al. Heterogeneous Hypergraph Embedding for Graph Classification, WSDM2021
  ☆30Updated 4 years ago
• iMoonLab / LLM4Hypergraph
  The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"
  ☆30Updated 3 months ago
• shenxiaocam / NCLA
  Neighbor Contrastive Learning on Learnable Graph Augmentation
  ☆36Updated 10 months ago
• mmg63 / Hypergraph-Convolution-and-Attention-networks
  Hypergraph convolution and attention networks research
  ☆14Updated 9 months ago
• ivam-he / PSHGCN
  ☆18Updated 3 months ago
• LUMIA-Group / OrderedGNN
  The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).
  ☆44Updated last year
• SitaoLuan / ACM-GNN
  NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…
  ☆80Updated 5 months ago
• kaize0409 / S-3-CL
  PyTorch Implementation for "Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning" (AAAI2023)
  ☆25Updated 2 months ago
• hedongxiao-tju / HOG-GCN
  ☆37Updated 3 years ago
• yueliu1999 / RGC
  [ACM MM 2023] An official source code for paper Reinforcement Graph Clustering with Unknown Cluster Number.
  ☆35Updated last year
• wangfuli / T-HyperGNNs
  Tensor-based hypergraph neural networks
  ☆12Updated last year
• Newiz430 / Pretext
  Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"
  ☆28Updated last week
• AndyJZhao / WSDM23-GSR
  ☆18Updated 2 years ago
• alexfanjn / FAGCN_PyG
  Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometri…
  ☆22Updated 2 years ago
• Ffffffffire / HINormer
  ☆33Updated last year
• EdisonLeeeee / MaskGAE
  [KDD 2023] What’s Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders
  ☆84Updated 6 months ago
• Junseok0207 / M3S_Pytorch
  Pytorch implementation of "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes"
  ☆18Updated 2 years ago
• OneForward / UniGNN
  Source code for the paper UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks (IJCAI 2021).
  ☆66Updated 3 years ago
• SitaoLuan / When-Do-GNNs-Help
  Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homo…
  ☆20Updated 5 months ago
• W-rudder / TEA-GLM
  ☆26Updated 5 months ago
• Xzh0u / GBK-GNN
  Code for GBK-GNN (paper accepted by WWW2022)
  ☆16Updated 2 years ago
• kswoo97 / hypeboy
  Published as a conference paper at ICLR 2024
  ☆23Updated last year
• zylMozart / Disentangle_GraphHom
  [Neurips 2024] Disentangled Graph Homophily
  ☆24Updated 3 months ago
• Graph-COM / ED-HNN
  [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li
  ☆45Updated 8 months ago
• YujieMo / DMG
  ☆18Updated last year
• zeroxleo / HyperGT
  The implementation of ICASSP 2024 lecture presentation paper "Hypergraph Transformer for Semi-Supervised Classification"
  ☆17Updated 5 months ago