Liuwq-bit / LightGT
LightGT: A Light Graph Transformer for Multimedia Recommendation, SIGIR2023
☆25Updated 4 months ago
Alternatives and similar repositories for LightGT:
Users that are interested in LightGT are comparing it to the libraries listed below
- ACM MM'23: A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation☆24Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆56Updated last year
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆44Updated last year
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆60Updated 9 months ago
- ☆29Updated 11 months ago
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆13Updated 7 months ago
- [AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".☆39Updated last week
- ☆21Updated 2 years ago
- [ICDE'23] "DGNN: Disentangled Graph Social Recommendation"☆18Updated 2 years ago
- [WWW'23] "SimRec: Graph-less Collaborative Filtering"☆32Updated last year
- The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation☆47Updated 5 months ago
- Official code for paper "Attention Calibration for Transformer-based Sequential Recommendation"☆16Updated last year
- [WWW 2023] Official code of "Adap-$\tau$: Adaptively Modulating Embedding Magnitude for Recommendation"☆29Updated last year
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆56Updated last year
- [Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"☆14Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆60Updated last year
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆30Updated last year
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆69Updated 8 months ago
- [AAAI'25] MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation☆16Updated 2 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆57Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆11Updated 8 months ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆62Updated last year
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"☆72Updated 5 months ago
- IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT☆30Updated 4 months ago
- Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, acce…☆33Updated last year
- ☆34Updated 7 months ago
- Codes, data, and baselines for CIKM 2023 Long Paper "Dual Intents Graph Modeling for User-centric Group Discovery"☆16Updated last year
- Code for MM'23 paper "Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation"☆28Updated last year
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆20Updated last year
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Updated last year