April 15, 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 5, 2025Language Representations Can be What Recommenders Need: Findings and PotentialsNext-token embedding 之于协同过滤NoteCollaborative FilteringLLMUniversal EmbeddingEmpiricalICLR2025
April 3, 2025Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential RecommendationReaRec, 多步序列推荐推理NoteSequential RecommendationMulti-StepReasoningEmpirical2025