ZzYUuuu / LightCCFLinks
[SIGIR25] Unveiling Contrastive Learning‘ Capability of Neighborhood Aggregation for Collaborative Filtering
☆10Updated last month
Alternatives and similar repositories for LightCCF
Users that are interested in LightCCF are comparing it to the libraries listed below
Sorting:
- ID-based Graph Recommendation Framework (PyTorch)☆18Updated 3 weeks ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆58Updated last year
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆17Updated 2 years ago
- ☆18Updated 5 months ago
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆34Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Updated 10 months ago
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆61Updated last year
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆62Updated 2 years ago
- [ACM TOIS] Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs☆12Updated 5 months ago
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆29Updated 9 months ago
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆26Updated 10 months ago
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆31Updated last year
- ☆25Updated 2 years ago
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated 2 years ago
- [WSDM 2023]Towards Universal Cross-Domain Recommendation☆20Updated 2 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆40Updated 2 months ago
- Code for paper "ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation"☆44Updated 3 years ago
- The code implementation for "Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation"☆12Updated 6 months ago
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆67Updated 2 years ago
- [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"☆66Updated 10 months ago
- ☆23Updated 2 years ago
- ☆30Updated 3 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated last year
- ☆55Updated 2 years ago
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆184Updated last year
- The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)☆25Updated last year
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆59Updated 2 years ago
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆46Updated last year
- ☆51Updated last year
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆28Updated 2 years ago