A Toolbox for MultiModal Recommendation. Integrating 10+ Models...
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Jul 14, 2026 - Python
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multimedia-recommendation
Here are 12 public repositories matching this topic...
A Continuously Updated Library for Advanced Models for Multimodal Recommendation
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May 8, 2026 - Python
[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"
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Jun 20, 2024 - Python
[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
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Jul 21, 2024 - Python
[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"
deep-learning pytorch recommender-systems personalized-recommendation graph-structure-learning multimedia-recommendation
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Apr 24, 2024 - Python
[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
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Mar 20, 2024 - Python
collaborative-filtering graph-convolutions contrastive-learning multimedia-recommendation multiple-modalities
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Apr 23, 2024 - Python
[ACM TOMM'2025] "MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation"
representation-learning self-supervised-learning hypergraph-neural-networks contrastive-learning multimedia-recommendation
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Aug 13, 2025 - Jupyter Notebook
Formalizing Multimedia Recommendation through Multimodal Deep Learning, accepted in ACM Transactions on Recommender Systems.
pytorch recommender-system reproducibility multimedia-systems multimodal-deep-learning multimodal-retrieval graph-neural-networks multimedia-recommendation
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Jul 2, 2024 - Python
[ICASSP'2025] "M³Rec: Selective State Space Models with Mixture-of-Modality Experts for Multi-Modal Sequential Recommendation"
moe mamba multimedia-recommendation selective-state-space-models multimodal-sequential-recommendation
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Jul 9, 2025 - Jupyter Notebook
Official GitHub repository of the lecture "Multimodal Deep Learning for Recommendation", at the 2024 ACM RecSys Summer School
tensorflow pytorch recommender-systems multimodal-deep-learning huggingface sentence-transformers huggingface-transformers multimedia-recommendation recsys2024
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Oct 12, 2024 - Jupyter Notebook
[WWW 2026] "Multi-view Semantic Contrastive Alignment for Multimodal Recommendation"
recommender-system self-supervised-learning contrastive-learning multimedia-recommendation multimodal-recommendation
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Jul 31, 2026 - Python
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