Yuqing Zhu | DeepAI

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Featured Co-authors

Yu-Xiang Wang
85 publications
Kamalika Chaudhuri
74 publications
Manmohan Chandraker
72 publications
Prateek Mittal
63 publications
Chuan Guo
42 publications
Ruoxi Jia
41 publications
Yi-Hsuan Tsai
38 publications
Xiang Yu
28 publications
Chong Liu
18 publications
Yiwen Zhu
13 publications
Yijin Zhang
12 publications

∙ 08/30/2023

Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation

Data valuation, a critical aspect of data-centric ML research, aims to q...

0 Jiachen T. Wang, et al. ∙

∙ 07/06/2023

Age-of-Information Dependent Random Access for Periodic Updating

This paper considers an uplink Internet of Things system with synchronou...

0 Yuqing Zhu, et al. ∙

∙ 06/12/2023

"Private Prediction Strikes Back!” Private Kernelized Nearest Neighbors with Individual Renyi Filter

Most existing approaches of differentially private (DP) machine learning...

0 Yuqing Zhu, et al. ∙

∙ 12/31/2022

Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy

The ”Propose-Test-Release” (PTR) framework is a classic recipe for desig...

1 Rachel Redberg, et al. ∙

∙ 03/30/2022

Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE

We provide an end-to-end Renyi DP based-framework for differentially pri...

0 Yuqing Zhu, et al. ∙

∙ 06/16/2021

Optimal Accounting of Differential Privacy via Characteristic Function

Characterizing the privacy degradation over compositions, i.e., privacy ...

0 Yuqing Zhu, et al. ∙

∙ 01/16/2021

JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms

Network embedding (NE) can generate succinct node representations for ma...

13 Mengying Guo, et al. ∙

∙ 12/30/2020

When Load Rebalancing Does Not Work for Distributed Hash Table

Distributed hash table (DHT) is the foundation of many widely used stora...

0 Yuqing Zhu, et al. ∙

∙ 11/06/2020

Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning

The Private Aggregation of Teacher Ensembles (PATE) framework is one of ...

0 Chong Liu, et al. ∙

∙ 10/09/2020

Voting-based Approaches For Differentially Private Federated Learning

While federated learning (FL) enables distributed agents to collaborativ...

0 Yuqing Zhu, et al. ∙

∙ 10/12/2019

ClassyTune: A Performance Auto-Tuner for Systems in the Cloud

Performance tuning can improve the system performance and thus enable th...

0 Yuqing Zhu, et al. ∙

∙ 10/10/2017

BestConfig: Tapping the Performance Potential of Systems via Automatic Configuration Tuning

An ever increasing number of configuration parameters are provided to sy...

0 Yuqing Zhu, et al. ∙

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