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Compensating Information and Capturing Modal Preferences in Multimodal Recommendation: A Dual-Path Representation Learning Framework

Cairong Yan, Xubin Mao, Zijian Wang 0010, Xicheng Zhao, Linlin Meng. Compensating Information and Capturing Modal Preferences in Multimodal Recommendation: A Dual-Path Representation Learning Framework. In Meeyoung Cha, Chanyoung Park 0001, Noseong Park, Carl Yang 0001, Senjuti Basu Roy, Jessie Li, Jaap Kamps, Kijung Shin, Bryan Hooi, Lifang He 0001, editors, Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025. pages 3730-3739, ACM, 2025. [doi]

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