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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Bocheng Pan

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Book Open access Aug 2026

HiST: Hierarchical Semantic Tree Augmentation for Generative Recommendation

This work proposes HiST (Hierarchical Semantic Tree Augmentation), a novel framework that leverages branch information to bridge the semantic gap and can be effectively integrated with various existing tokenization methods to enhance recommendation model performance.

Bocheng Pan, Hai-Long Shi, Xingyu Gao · 0 citations
Book Open access Aug 2026

HiST: Hierarchical Semantic Tree Augmentation for Generative Recommendation

Recommendation systems are indispensable for helping users navigate the vast product catalogs of modern online platforms. Recently, generative recommendation has emerged as a promising paradigm due to its unified and flexible formulation, and it has been adopted in various commercial scenarios. However, we find that di...

Bocheng Pan, Hailong Shi, Xingyu Gao · 0 citations

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