Author

Yong Li

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#graph neural networks Open access Oct 2026

Personalized Graph Sampling for Diverse Short Video Recommendation

This work identifies two dimensions of diversity preferences—validated by psychological theory and readily inferable from interaction data and modeled using graph neighbor sampling: user preferences for diverse content across category levels, and preferences for fine-grained diversity within broad-level interests: user...

Nicholas Sukiennik, Chen Gao, Y. Zheng et al. · ACM Transactions on the Web · 0 citations

Book Open access Aug 2026

Learn to Coordinate City-Scale Virtual Power Plants: A Reasoning-Guided Evolutionary Framework for Hierarchical Heterogeneous Device Scheduling

VPPEvolve is a reasoning-guided evolutionary framework for hierarchical VPP scheduling that tackles three key challenges through three complementary designs: an evolvable chained program representation that formalizes hierarchical VPP dynamics through executable structures; a spatio-temporal profiling and reflection mo...

Jinwei Zeng, Guozhen Zhang, Min-Bo Ma et al. · Proceedings of the 32nd ACM... · 0 citations