HKUDS / MAERec
[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"
☆54Updated last year
Related projects: ⓘ
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆59Updated last year
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆48Updated 6 months ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆52Updated 6 months ago
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆18Updated last year
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆55Updated 6 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆49Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆49Updated last year
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆52Updated last year
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆22Updated 8 months ago
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆23Updated last month
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆47Updated 10 months ago
- ☆37Updated 6 months ago
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆169Updated last year
- Source code from the SIGIR 2023 article "Attention Mixtures for Time-Aware Sequential Recommendation" by V.A. Tran, G. Salha-Galvan, B. S…☆27Updated last year
- HCCF, SIGIR 2022☆92Updated last year
- Implementation of the paper "Contrastive Learning with Bidirectional Transformers for Sequential Recommendation".☆25Updated last year
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆29Updated last year
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆65Updated last year
- ☆24Updated 2 years ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆31Updated 9 months ago
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆17Updated 3 months ago
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆51Updated 3 months ago
- [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"☆55Updated 3 months ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆11Updated last month
- ☆53Updated 2 years ago
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆10Updated last month
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆90Updated last year
- ☆14Updated last year
- [SIGIR 2022]DisenCDR: Learning Disentangled Representations for Cross-Domain Recommendation☆32Updated 2 years ago