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20242026
most citedHierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation

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cs.IR2025

Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID

Carolina Zheng, Minhui Huang, Dmitrii Pedchenko +15

The exponential growth of online content has posed significant challenges to ID-based models in industrial recommendation systems, ranging from extremely high cardinality and dynam…