georgeguo-cn / LGMRec
[AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".
☆37Updated 8 months ago
Alternatives and similar repositories for LGMRec:
Users that are interested in LGMRec are comparing it to the libraries listed below
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆63Updated last year
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆29Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆60Updated last year
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆56Updated last year
- [KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"☆74Updated 9 months ago
- Multi-View Graph Convolutional Network for Multimedia Recommendation☆39Updated last year
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆25Updated 7 months ago
- RecDCL: Dual Contrastive Learning for Recommendation (WWW'24, Oral)☆25Updated 8 months ago
- ☆11Updated 8 months ago
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆17Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆11Updated 7 months ago
- ☆14Updated last month
- ☆23Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆34Updated 7 months ago
- Tensorflow implementation of our SIGIR 2023 accepted paper "Generative-Contrastive Graph Learning for Recommendation"☆26Updated 7 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆56Updated last year
- LightGT: A Light Graph Transformer for Multimedia Recommendation, SIGIR2023☆25Updated 4 months ago
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆61Updated 9 months ago
- ☆29Updated 11 months ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Updated last year
- Multi-Behavior Recommendation-Papers☆12Updated last week
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆182Updated last year
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆105Updated 4 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆57Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆46Updated 11 months ago
- Official source code for RecSys 2024 paper: Repeated Padding for Sequential Recommendation☆11Updated 3 months ago
- SIGIR 2024, Session-based recommendation, Co-occurrence patterns of ID, Fine-grained preferences of Modality, Disentanglement learning.☆17Updated 6 months ago
- ☆34Updated 7 months ago
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆23Updated last year
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆64Updated last year