MMRec: Simplifying Multimodal Recommendation

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A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation

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Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation

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A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions

Original

Hongyu Zhou, Xin Zhou, Zhiwei Zeng, Lingzi Zhang, and Zhiqi Shen. 2023d · 2023

Cited alongside, same era.

Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation

Hongyu Zhou, Xin Zhou, Lingzi Zhang, and Zhiqi Shen. 2023e · 2023

Cited alongside, same era.

Layer-refined graph convolutional networks for recommendation. In 2023 IEEE 39th International Conference on Data Engineering (ICDE) . IEEE, 1247–1259

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Selfcf: A simple framework for self-supervised collaborative filtering

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Bootstrap latent representations for multi-modal recommendation. In Proceedings of the ACM Web Conference 2023 . 845–854

Original

Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, and Feijun Jiang. 2023c · 2023

Closest in time.