Author

Haiyue Zhang

2 papers indexed here

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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, Yiming Liu, Jing Jin et al. · IEEE Transactions on Cogniti... · 0 citations

Jul 2026

VisualRouter: Query-Grounded Visual Sampling for Long Video Understanding

Large vision-language models (LVLMs) have achieved significant progress in video understanding, yet understanding long videos remains challenging due to the large number of visual tokens and limited context windows. Visual sampling provides a practical solution by selecting an informative subset of frames. However, exi...

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