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Author

Heng Huang

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Open access Aug 2026

MOFUN-CCC: A Multi-omics Intermediate Fusion Network for Digital White Blood Cell Count Prediction.

A novel multi-modal deep learning model with intermediate fusion: multi-omics fusion neural network- computational cell counting (MOFUN-CCC) designed to predict absolute cell counts directly by integrating gene expression and DNA methylation data within a supervised framework, assuming that the underlying true cell components are shared across the two omics data.

Molin Yue, Manqi Cai, Chongyue Zhao et al. · 0 citations
Book Open access Aug 2026

Defending against Model Extraction for GNNs with Model Reprogramming

This work proposes GraphRP (Graph Reprogramming Protection), a proactive defense framework that repurposes Model Reprogramming for security, and proves a lower bound on the attacker's estimation error that increases with the structural sensitivity of the reprogramming noise.

Yan Wen, Zhenyi Wang, Heng Huang · 0 citations