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Xuehan Bai

2 accepted papers

2025

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

AAAI 2025technical

Contemporary recommendation systems predominantly rely on ID embedding to capture latent associations among users and items. However, this approach overlooks the wealth of semantic information embedded within textual descriptions of items, leading to suboptimal performance and poor generalizations.…

2023

Cross-Domain Product Representation Learning for Rich-Content E-Commerce

ICCV 2023poster

The proliferation of short video and live-streaming platforms has revolutionized how consumers engage in online shopping. Instead of browsing product pages, consumers are now turning to rich-content e-commerce, where they can purchase products through dynamic and interactive media like short videos…

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