Author

Min-Bo Ma

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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

Conference Open access Sep 2026

EMMS: Evidential Multi-Label Multi-Dimensional Selection

Multi-label data often contain high-dimensional features, outlier instances, and noisy labels, all of which can lead to the curse of dimensionality and decreased performance in downstream tasks. Although numerous data reduction methods have been developed, existing approaches face two major limitations: 1) existing met...

Li Yang, Yan-Yong Huang, Jin-Yuan Chang et al. · Proceedings of the Thirty-Fi... · 0 citations