multi-modal-recommendation

There are 1 repository under multi-modal-recommendation topic.

HKUDS / LLMRec
[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
content-based-recommendation data-augmentation-strategies graph-augmentation recommendation-system recommendation-with-side-information multi-modal-recommendation colloborative-filtering graph-learning
Language:Python 267
HKUDS / MMSSL
[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
self-supervised-learning multi-modal-recommendation graph-neural-netowrks multimedia-recommendation
Language:Python 144
westlake-repl / NineRec
Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
foundation-recommendation-model image-recommendation multimodal text-recommendation multimodal-recommenddation pre-training-dataset transfer-learning-recommendation transferable-recommendation cross-domain-recommendation multi-domain-recommendation multi-modal-recommendation one-for-all cross-platform-recommendation pre-train-recommendation llm llm-recommendation
Language:Python 54
HKUDS / PromptMM
[WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"
collaborative-filtering knowledge-distillation multi-modal-recommendation multimedia-recommendation prompt-tuning recommender-system
Language:Python 27