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multi-modal-recommendation

Here are 5 public repositories matching this topic...

HKUDS / LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

recommendation-system data-augmentation-strategies content-based-recommendation graph-learning colloborative-filtering graph-augmentation multi-modal-recommendation recommendation-with-side-information

Updated Jun 10, 2024
Python

HKUDS / MMSSL

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

self-supervised-learning graph-neural-netowrks multimedia-recommendation multi-modal-recommendation

Updated Jun 20, 2024
Python

westlake-repl / NineRec

Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

multimodal one-for-all cross-domain-recommendation image-recommendation llm multi-modal-recommendation foundation-recommendation-model text-recommendation multimodal-recommenddation transfer-learning-recommendation transferable-recommendation pre-training-dataset multi-domain-recommendation llm-recommendation cross-platform-recommendation pre-train-recommendation

Updated Oct 6, 2024
Python

HKUDS / DiffMM

[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"

recommender-systems graph-neural-networks self-supervised-learning diffusion-models multimedia-recommendation multi-modal-recommendation generative-diffusion-model

Updated Jul 21, 2024
Python

HKUDS / PromptMM

[WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"

collaborative-filtering recommender-system knowledge-distillation multimedia-recommendation prompt-tuning multi-modal-recommendation

Updated Mar 20, 2024
Python

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