3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
FedUHD: Unsupervised Federated Learning using Hyperdimensional Computing
You Hak Lee, Xiaofan Yu, Quanling Zhao +2
Unsupervised federated learning (UFL) has gained attention as a privacy-preserving, decentralized machine learning approach that eliminates the need for labor-intensive data labeli…
cs.LG2024
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing
Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno +2
On-device learning has emerged as a prevailing trend that avoids the slow response time and costly communication of cloud-based learning. The ability to learn continuously and inde…
cond-mat.mes-hall2023★ 3 cited
Quantum Tunneling in the Surface Diffusion of Single Hydrogen Atoms on Cu(001)
Xiaofan Yu, Yangwu Tong, Yong Yang
The adsorption and diffusion of hydrogen atoms on Cu(001) are studied using first-principles calculations. By taking into account the contribution of zero-point energy (ZPE), the o…