geon0325 / LightGCNppLinks
Source code for the RecSys 2024 paper "Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation."
☆25Updated 3 months ago
Alternatives and similar repositories for LightGCNpp
Users that are interested in LightGCNpp are comparing it to the libraries listed below
Sorting:
- "SCONE: A Novel Stochastic Sampling to Generate Contrastive Views and Hard Negative Samples for Recommendation", WSDM 2025☆14Updated last month
- The repository for Continual Collaborative Distillation for Recommender Systems (CCD), accepted to KDD'24.☆16Updated 11 months ago
- Official code for "Towards Better Utilzation of Multiple Views for Bundle Recommendation" (CIKM 24 Short)☆21Updated last year
- [KDD'24] Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering☆14Updated last year
- This is the official code for SIGIR 2024 paper: 'Multi-intent-aware Session-based Recommendation'.☆24Updated 9 months ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated last year
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆31Updated 2 years ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆63Updated 2 years ago
- Graph Trend Filtering Networks for Recommendations, SIGIR'2022☆26Updated 3 years ago
- This repository includes the implementation of CAGCN and the experiments on link prediction/node classification☆54Updated 2 years ago
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆21Updated 3 years ago
- Handbook for Geometric Deep Learning with Intel Gaudi-v2 Devices☆21Updated 9 months ago
- MuLe: Multi-Grained Graph Learning for Multi-Behavior Recommendation (CIKM 2024)☆14Updated last year
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆61Updated last year
- [SIGIR'2023] "GFormer: Graph Transformer for Recommendation"☆72Updated last year
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings☆36Updated 8 months ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Updated 2 years ago
- SVD-AE: Simple Autoencoders for Collaborative Filtering☆18Updated last year
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆17Updated 2 years ago
- TheWebConf'24 full paper - "Linear-Time Graph Neural Networks for Scalable Recommendations"☆21Updated 5 months ago
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆195Updated 2 years ago
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆25Updated 10 months ago
- This is the official implementation of FIRE☆18Updated last year
- Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]☆36Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆61Updated 2 years ago
- [CIKM'2023] "GTE: How Expressive are Graph Neural Networks for Recommendation?"☆20Updated 2 years ago
- Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, acce…☆40Updated last year
- An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention, AAAI-24☆66Updated last year
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆29Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Updated last year