山大项目实训--多模态推荐系统 2024-2025 相关文献调研

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最新推荐文章于 2026-01-06 09:44:03 发布 · 976 阅读

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山大项目实训–多模态推荐系统 2024-2025 相关文献调研

MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation| AAAI’2024
Contrastive Modality-Disentangled Learning for Multimodal Recommendation| TOIS’2025

GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation. CIKM 2024: 1400-1409

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. ICLR 2024
Improving Multi-modal Recommender Systems by Denoising and Aligning Multi-modal Content and User Feedback. KDD 2024: 3645-3656
Modality-Balanced Learning for Multimedia Recommendation. ACM Multimedia 2024: 7551-7560
A Multi-modal Modeling Framework for Cold-start Short-video Recommendation. RecSys 2024: 391-400

A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation. RecSys 2024: 518-527
MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation. WSDM 2024: 332-340
Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation. CoRR abs/2407.05420 (2024)

Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendat