Author

Haiyue Zhang

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2026

FHE-EESI: A Lightweight Fully Homomorphic Encryption-Based End-Edge Collaborative Split Inference Framework

End-edge collaborative inference has emerged as an important trend for deploying deep learning applications on resource-constrained end devices. However, the continuous data interaction between end devices and edge server inevitably raises privacy concerns. Fully homomorphic encryption (FHE) provides a privacy-preservi...

Haiyue Zhang, Yi-Ming Liu, Jing Jin et al. · IEEE Transactions on Cogniti... · 0 citations

Jul 2026

VisualRouter: Query-Grounded Visual Sampling for Long Video Understanding

This paper proposes VisualRouter, a training-free and plug-and-play framework for query-grounded visual sampling, which consistently improves multiple LVLMs over uniform sampling, and outperforming existing training-free visual sampling methods under the same setting.

Haiyue Zhang, Yi Bin, Xun Jiang et al. · arXiv.org · 0 citations