Multimodal generative sequential recommendation with adaptive contrastive learning

Chang Sun

doi:10.1016/j.inffus.2026.104556

2026-06-13

PRE

DOI：10.1016/j.inffus.2026.104556

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摘要

En 中文

• 多模态语义ID生成弥合跨模态语义差距。 • 自适应对比学习增强个性化兴趣建模。 • 层次生成检索提高准确性和效率。 • 困难负样本挖掘强化细粒度表示区分。

Keyword:

Sequential recommendation

Multimodal recommendation

Contrastive learning

Generative recommendation

期刊

Information Fusion

IF:

15.5

论文数:

4.2K

被引数:

2.7W

机构

zhengzhou university

学者数:

1.3W

论文数: 3.5K

被引数: 2

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