HKUDS / LightGCLLinks
[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"
☆186Updated 2 years ago
Alternatives and similar repositories for LightGCL
Users that are interested in LightGCL are comparing it to the libraries listed below
Sorting:
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆120Updated 11 months ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆61Updated 2 years ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆64Updated last year
- HCCF, SIGIR 2022☆100Updated 2 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated last year
- SGL PyTorch version☆110Updated 3 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆126Updated 2 years ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆59Updated last year
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆17Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆60Updated 2 years ago
- [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"☆67Updated last year
- ☆56Updated 3 years ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆67Updated 2 years ago
- [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"☆79Updated last year
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆30Updated last year
- ☆31Updated 3 years ago
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆46Updated 11 months ago
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆28Updated last year
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Updated last year
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆28Updated 2 years ago
- Multi-Behavior Recommendation-Papers☆29Updated 5 months ago
- ☆24Updated 3 years ago
- Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.☆29Updated 2 years ago
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Updated 2 years ago
- [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"☆62Updated last year
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆26Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆69Updated 2 years ago
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆21Updated 3 years ago
- [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"☆72Updated last year
- TransGNN, SIGIR 2024☆60Updated last year