[WWW'22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".
☆124Nov 11, 2022Updated 3 years ago
Alternatives and similar repositories for NCL
Users that are interested in NCL are comparing it to the libraries listed below
Sorting:
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆70Oct 27, 2022Updated 3 years ago
- HCCF, SIGIR 2022☆101Aug 17, 2023Updated 2 years ago
- SGL PyTorch version☆115Apr 20, 2022Updated 3 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆18Oct 24, 2022Updated 3 years ago
- SHT, KDD 2022☆54May 1, 2023Updated 2 years ago
- An open-source framework for self-supervised recommender systems.☆630Jun 6, 2025Updated 8 months ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Nov 27, 2023Updated 2 years ago
- ☆176Apr 21, 2022Updated 3 years ago
- ☆116May 15, 2025Updated 9 months ago
- ☆21Mar 23, 2022Updated 3 years ago
- This is a library built upon RecBole for cross-domain recommendation algorithms☆110Mar 27, 2024Updated last year
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆116Nov 25, 2021Updated 4 years ago
- MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021☆97May 31, 2022Updated 3 years ago
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆126Nov 4, 2024Updated last year
- Code for paper named "Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network" published …☆15Apr 28, 2022Updated 3 years ago
- ☆16Sep 19, 2023Updated 2 years ago
- [SIGIR'22] Knowledge Graph Contrastive Learning for Recommendation☆123Aug 18, 2023Updated 2 years ago
- Bootstrapping User and Item Representations for One-Class Collaborative Filtering☆28Aug 10, 2021Updated 4 years ago
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆199Jun 13, 2023Updated 2 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆193Oct 30, 2023Updated 2 years ago
- Source code and dataset for WWW'22 paper "STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation"☆39Nov 2, 2022Updated 3 years ago
- Source code for "SelfCF: A Simple Framework for Self-supervised Collaborative Filtering". Accepted by ACM TORS.☆26May 4, 2023Updated 2 years ago
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆12Sep 8, 2024Updated last year
- Long-tail Augmented Graph Contrastive Learning for Recommendation, ECML/PKDD 2023☆12Sep 22, 2023Updated 2 years ago
- Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Explorin…☆78Aug 2, 2023Updated 2 years ago
- [ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"☆24Sep 17, 2024Updated last year
- ☆100Feb 16, 2022Updated 4 years ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆70Mar 17, 2024Updated last year
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆85Sep 16, 2022Updated 3 years ago
- HMLET (Hybrid-Method-of-Linear-and-non-linEar-collaborative-filTering-method)☆20Feb 28, 2022Updated 4 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆51Feb 28, 2024Updated 2 years ago
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆33May 6, 2023Updated 2 years ago
- Source code and dataset for TKDE'22 paper "Region or Global? A Principle for Negative Sampling in Graph-based Recommendation"☆13Mar 15, 2022Updated 3 years ago
- ☆59Jul 26, 2022Updated 3 years ago
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆553Mar 21, 2025Updated 11 months ago
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆37Oct 9, 2022Updated 3 years ago
- The PyTorch implementation of LightGCN☆1,030Aug 6, 2023Updated 2 years ago
- Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020☆114Sep 19, 2023Updated 2 years ago
- Open source data and code of the MGNM☆25Sep 15, 2022Updated 3 years ago