A pytorch library for graph and hypergraph computation.
☆830Dec 31, 2025Updated 2 months ago
Alternatives and similar repositories for DeepHypergraph
Users that are interested in DeepHypergraph are comparing it to the libraries listed below
Sorting:
- Hypergraph Neural Networks (AAAI 2019)☆828Aug 31, 2022Updated 3 years ago
- DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"☆279Dec 8, 2022Updated 3 years ago
- ☆119Jun 1, 2021Updated 4 years ago
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆317Feb 3, 2025Updated last year
- NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs☆215Aug 16, 2020Updated 5 years ago
- Source code for ICLR 2024 "LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference"☆37Jan 31, 2024Updated 2 years ago
- Python package for hypergraph analysis and visualization.☆679Apr 17, 2025Updated 10 months ago
- Source code of IEEE TPAMI 2024 "Hypergraph Isomorphism Computation"☆27Jan 29, 2024Updated 2 years ago
- Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.☆45Oct 4, 2020Updated 5 years ago
- The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"☆38Jan 26, 2025Updated last year
- This is the GitHub repository for our ICLR22 paper: "You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks"☆104Jul 28, 2023Updated 2 years ago
- Source code for the paper UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks (IJCAI 2021).☆72Jun 3, 2021Updated 4 years ago
- Collection of papers relating data-driven higher-order graph/networks researches.☆74Dec 5, 2022Updated 3 years ago
- HGX is a multi-purpose, open-source Python library for higher-order network analysis☆300Feb 6, 2026Updated 3 weeks ago
- [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li☆51Aug 16, 2024Updated last year
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆63Oct 23, 2022Updated 3 years ago
- Official Code Repository for the paper "Edge Representation Learning with Hypergraphs" (NeurIPS 2021)☆53Dec 23, 2025Updated 2 months ago
- Source code for IEEE TPAMI 2024 "Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval"☆39Feb 2, 2024Updated 2 years ago
- New Algorithms for Learning on Hypergraphs☆40Feb 20, 2022Updated 4 years ago
- Source code for the paper Residual Enhanced Multi-Hypergraph Neural Network (ICIP 2021).☆19Jul 8, 2021Updated 4 years ago
- Code of "Totally Dynamic Hypergraph Neural Network"☆25May 23, 2024Updated last year
- I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)☆39Mar 11, 2024Updated last year
- Code, datasets & supplementary for "Structural Patterns and Generative Models of Real-world Hypergraphs"☆32Oct 31, 2024Updated last year
- Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.☆23Sep 1, 2020Updated 5 years ago
- Xiangguo Sun et al. Heterogeneous Hypergraph Embedding for Graph Classification, WSDM2021☆31Jun 27, 2025Updated 8 months ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- ☆15Jan 20, 2022Updated 4 years ago
- [NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch☆67Nov 28, 2022Updated 3 years ago
- [ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch☆31Apr 11, 2023Updated 2 years ago
- KDD23 - Classification of Edge-Dependent Labels of Nodes in Hypergraphs☆19Jul 9, 2024Updated last year
- CIKM2022: source code for "hypergraph learning with line expansion" paper☆19May 19, 2023Updated 2 years ago
- [WWW'21] Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks☆46Oct 11, 2021Updated 4 years ago
- hypergraph representation learning, graph neural network☆101May 10, 2024Updated last year
- The codes of Hpyergraph Transformer Nerual Networks.☆24Jun 10, 2024Updated last year
- Many underlying relationships among data in several areas of science and engineering, e.g., computer vision, molecular chemistry, molecul…☆57Jan 30, 2024Updated 2 years ago
- Papers about hypergraph, their applications, and even similar ideas.☆20Nov 15, 2021Updated 4 years ago
- SHT, KDD 2022☆54May 1, 2023Updated 2 years ago
- CompleX Group Interactions (XGI) is a Python package for higher-order networks.☆237Jan 2, 2026Updated last month
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆144Feb 9, 2025Updated last year