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Shaoyun Shi

2 accepted papers

2025

Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion

AAAI 2025technical

Recommender systems are increasingly prevalent to provide personalized suggestions and enhance user satisfaction. Typical recommendation models encode users and items as embeddings, and generate recommendations by assessing the similarity between these embeddings. Despite their effectiveness, these…

2025

SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization

ICCV 2025poster

This paper presents the Semantic-aWarE spatial-tEmporal Tokenizer (SweetTok), a novel video tokenizer to overcome the limitations in current video tokenization methods for compacted yet effective discretization. Unlike previous approaches that process flattened local visual patches via direct discre…

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