HKUDS / LightGCL
[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"
☆183Updated last year
Alternatives and similar repositories for LightGCL:
Users that are interested in LightGCL are comparing it to the libraries listed below
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆107Updated 5 months ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆60Updated last year
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆62Updated last year
- HCCF, SIGIR 2022☆96Updated last year
- SGL PyTorch version☆105Updated 2 years ago
- [WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".☆121Updated 2 years ago
- ☆30Updated 2 years ago
- [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"☆65Updated 8 months ago
- [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"☆73Updated 10 months ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆64Updated last year
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆47Updated 5 months ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Updated last year
- ☆54Updated 2 years ago
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆97Updated 2 years ago
- ☆23Updated 2 years ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆57Updated last year
- The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)☆61Updated 2 years ago
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆17Updated last year
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆25Updated 9 months ago
- ☆26Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆59Updated last year
- ID-based Graph Recommendation Framework (PyTorch)☆12Updated 2 months ago
- This project is the source code for Multimodal Graph Attention Network(MGAT). The source code will be available on the acceptance of the …☆50Updated 4 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆40Updated 3 weeks ago
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆27Updated 7 months ago
- TransGNN, SIGIR 2024☆47Updated 9 months ago
- [SIGIR'22] Knowledge Graph Contrastive Learning for Recommendation☆114Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆84Updated 2 years ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Updated last year