August 20, 2025R2MR: Review and Rewrite Modality for Recommendation修正低质量模态特征以改善多模态协同过滤NoteMultimodal RecommendationCollaborative FilteringQuantizationEmpiricalKDD2025
June 24, 2025OneRec: Unifying Retrieve and Rank with Generative Recommender and Preference AlignmentOneRec, 端到端的推荐模型NoteMultimodal RecommendationEnd-to-EndGenerativeVector QuantizationEmpirical2025
April 15, 2025QARM: Quantitative Alignment Multi-Modal Recommendation at KuaishouQARM, 多模态推荐对齐与量化NoteMultimodal RecommendationGenerativeVector QuantizationEmpirical2024
March 24, 2025Multimodal Pre-training for Sequential Recommendation via Contrastive LearningMP4SR, 模态融合之于多模态序列推荐NoteMultimodal RecommendationSequential RecommendationUniversal EmbeddingEmpiricalTORS2024