DHG-Bench is a comprehensive benchmark for Deep Hypergraph Learning
☆30Feb 3, 2026Updated 3 weeks ago
Alternatives and similar repositories for DHG-Bench
Users that are interested in DHG-Bench are comparing it to the libraries listed below
Sorting:
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- CAT-Walk is an inducive method that learns hyperedge representations via a novel higher-order random walk, SetWalk.☆20Oct 16, 2023Updated 2 years ago
- Published as a journal paper at DAMI 2023☆18Feb 11, 2025Updated last year
- KDD23 - Classification of Edge-Dependent Labels of Nodes in Hypergraphs☆19Jul 9, 2024Updated last year
- UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification.☆13Jul 18, 2025Updated 7 months ago
- WWW22 - MiDaS: Representative Hypergraph Sampling☆13May 7, 2024Updated last year
- Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products (ICML 2024)☆11Jul 13, 2024Updated last year
- ☆12Oct 4, 2021Updated 4 years ago
- ☆11Apr 8, 2023Updated 2 years ago
- Explainable deep hypergraph learning modeling the peptide secondary structure prediction☆13Feb 27, 2023Updated 3 years ago
- Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithm…☆14Feb 18, 2023Updated 3 years ago
- Influence-maximization-on-hypergraphs☆14Jun 6, 2022Updated 3 years ago
- The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"☆38Jan 26, 2025Updated last year
- Source code for the paper Residual Enhanced Multi-Hypergraph Neural Network (ICIP 2021).☆19Jul 8, 2021Updated 4 years ago
- Source code for VLDB 2020 paper "Hypergraph Motifs: Concepts, Algorithms, and Discoveries."☆17Jun 4, 2024Updated last year
- WWW21 - How Do Hyperedges Overlap☆21Feb 14, 2024Updated 2 years ago
- NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork☆19Aug 4, 2023Updated 2 years ago
- Co-clustering Interactions via Attentive Hypergraph Neural Network (SIGIR 2022)☆26Sep 18, 2022Updated 3 years ago
- ☆21Jun 13, 2023Updated 2 years ago
- An Open and Unified Benchmark for Graph Condensation (submitted to NeurIPS 2024 Datasets and Benchmarks Track)☆20Aug 15, 2024Updated last year
- ☆22Nov 20, 2022Updated 3 years ago
- I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)☆39Mar 11, 2024Updated last year
- ST-SHN, IJCAI 2021☆20Jan 31, 2021Updated 5 years ago
- [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li☆51Aug 16, 2024Updated last year
- CIKM2022: source code for "hypergraph learning with line expansion" paper☆19May 19, 2023Updated 2 years ago
- Equivalence Between Structural Representations and Positional Node Embeddings☆22Feb 20, 2020Updated 6 years ago
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆26Jul 20, 2024Updated last year
- Code of "Totally Dynamic Hypergraph Neural Network"☆25May 23, 2024Updated last year
- 2D Convolutional KAN Layers with different types of activation functions☆11Sep 29, 2024Updated last year
- PyTorch implementation of Interactive Hypergraph Neural Network for Personalized Product Search (IHGNN)☆24Feb 27, 2022Updated 4 years ago
- SetToGraph paper repository☆22Sep 27, 2020Updated 5 years ago
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆63Oct 23, 2022Updated 3 years ago
- ☆26Mar 29, 2021Updated 4 years ago
- Coursework for Mathematics for Machine Learning (70015) at Imperial College London☆10Nov 12, 2024Updated last year
- [NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch☆67Nov 28, 2022Updated 3 years ago
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Jun 28, 2023Updated 2 years ago
- Code for the paper "Higher-order motif analysis in hypergraphs"☆33Apr 5, 2022Updated 3 years ago
- Source code for the AAAI 2025 paper "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Mode…☆49Jan 30, 2026Updated last month
- Code for running experiments and benchmarking on GNNExplainer: Generating Explanations for Graph Neural Networks☆15May 8, 2021Updated 4 years ago