Han Liu

activity

20222026

most citedInterdisciplinary Discovery of Nanomaterials Based on Convolutional Neural Networks

2 citations · 3 across the 13 of their papers we have counts for

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2 papers · 1 filter

cs.DS2024

On Differentially Private String Distances

Jerry Yao-Chieh Hu, Erzhi Liu, Han Liu +2

Given a database of bit strings $A_{1}, \dots, A_{m} \in {0, 1}^{n}$ , a fundamental data structure task is to estimate the distances between a given query $B \in {0, 1}^{n}$ with all the st…

cs.DS2024★ 1 cited

Differentially Private Kernel Density Estimation

Erzhi Liu, Jerry Yao-Chieh Hu, Alex Reneau +2

We introduce a refined differentially private (DP) data structure for kernel density estimation (KDE), offering not only improved privacy-utility tradeoff but also better efficienc…