Liuwq-bit / LightGTLinks
[SIGIR 2023] LightGT: A Light Graph Transformer for Multimedia Recommendation
☆27Updated last year
Alternatives and similar repositories for LightGT
Users that are interested in LightGT are comparing it to the libraries listed below
Sorting:
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆34Updated 2 years ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆48Updated 8 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆61Updated 2 years ago
- The official implementation of InvRL☆13Updated 3 years ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆60Updated last year
- ☆32Updated last year
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆89Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆55Updated last year
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆14Updated last year
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆49Updated last year
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆49Updated last year
- Multi-View Graph Convolutional Network for Multimedia Recommendation☆48Updated 7 months ago
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆14Updated 8 months ago
- [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"☆193Updated 2 years ago
- ☆21Updated 2 years ago
- Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, acce…☆38Updated last year
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆63Updated 2 years ago
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆46Updated last year
- Multi-Behavior Recommendation-Papers☆31Updated 6 months ago
- HCCF, SIGIR 2022☆100Updated 2 years ago
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆34Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆66Updated last year
- [CIKM 2022]Contrastive Cross-Domain Sequential Recommendation☆37Updated 3 years ago
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆22Updated 2 years ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆17Updated 2 years ago
- ☆36Updated last year
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆32Updated 2 years ago
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆71Updated last year
- [IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"☆29Updated last year