朱妤晴｜清华大学｜学者主页

2025

Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning

Erchi Wang, Yuqing Zhu, Yu-Xiang Wang

International Conference on Machine Learning

DOI

2024

工业物联网数据管理中的系统负载均衡最优化问题及其求解

Lingzhe Zhang, Yuqing Zhu, Yanzhe An, Yuan Zi, Jianmin Wang

Scientia Sinica Informationis

DOI

2024

Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-perfect Representation Learning

Chen-Di Wang, Yuqing Zhu, Weijie J. Su, Yu-Xiang Wang

International Conference on Machine Learning

DOI

2023

A Privacy-Friendly Approach to Data Valuation

Ruoxi Jia, Prateek Mittal, Jia-Chen T. Wang, Yu-Xiang Wang, Yuqing Zhu

Advances in Neural Information Processing Systems 36

DOI

2023

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

Yuqing Zhu, Xuandong Zhao, Chuan Guo, Yu-Xiang Wang

Conference on Uncertainty in Artificial Intelligence

DOI

2023

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

Jia-Chen T. Wang, Yuqing Zhu, Yu-Xiang Wang, R. Jia, Prateek Mittal

arXiv.org

DOI

2022

The influence of differential leadership on employees' deviant innovation behavior: An outsider subordinate perspective

Mengyun Wu, Yuqing Zhu, Qi He, Luan Zhang, Jie Lu

Frontiers In Psychology，Vol. 13

DOI

2022

基于超级参数调整的网络表示学习算法性能公平比较框架

郭梦影，孙振宇，朱妤晴，包云岗

《计算机学报》

2022

TVStore: Automatically Bounding Time Series Storage via Time-Varying Compression

Yanzhe An, Yue Su, Yuqing Zhu, Jianmin Wang

USENIX Conference on File and Storage Technologies

2022

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

Rachel Redberg, Yuqing Zhu, Yu-Xiang Wang

International Conference on Artificial Intelligence and Statistics

DOI

2022

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

Yuqing Zhu, Yu-Xiang Wang

International Conference on Artificial Intelligence and Statistics

DOI

2021

物联网大数据场景下的分布式哈希表适用条件分析

安彦哲，朱妤晴，王建民

《计算机学报》

2021

IoTDataBench: Extending TPCx-IoT for Compression and Scalability

Yuqing Zhu, Yanzhe An, Yuan Zi, Yu Feng, Jianmin Wang

TPC Technology Conference

DOI

2021

Optimal Accounting of Differential Privacy via Characteristic Function

Yuqing Zhu, Jinshuo Dong, Yu-Xiang Wang

International Conference on Artificial Intelligence and Statistics

2020

Open innovation, network embeddedness and incremental innovation capability

Shaojie Han, Yibo Lyu, Ruonan Ji, Yuqing Zhu, Jingqin Su, Lining Bao

Management Decision，Vol. 580, No. 12

DOI

2020

Can industry-university-research collaborative innovation efficiency reduce carbon emissions?

Song Yanwu, Zhang Jinrui, Song Yingkang, Fan Xinran, Zhu Yuqing, Zhang Chen

Technological Forecasting And Social Change，Vol. 1570

DOI

2020

Open innovation and innovation Radicalness-the moderating effect of network embeddedness

Yibo Lyu, Yuqing Zhu, Shaojie Han, Binyuan He, Lining Bao

Technology In Society，Vol. 62

DOI

2020

When Load Rebalancing Does Not Work for Distributed Hash Table

Yuqing Zhu

arXiv.org

2020

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

Chong Liu, Yuqing Zhu, K. Chaudhuri, Yu-Xiang Wang

International Conference on Artificial Intelligence and Statistics

2020

Voting-based Approaches For Differentially Private Federated Learning

Yuqing Zhu, Xiang Yu, Yi-Hsuan Tsai, F. Pittaluga, M. Faraki, Manmohan Chandraker, Yu-Xiang Wang

arXiv.org

2020

Improving Sparse Vector Technique with Renyi Differential Privacy

Yuqing Zhu, Yu-Xiang Wang

Neural Information Processing Systems

2020

Private-kNN: Practical Differential Privacy for Computer Vision

Yuqing Zhu, Xiang Yu, Manmohan Chandraker, Yu-Xiang Wang

Computer Vision and Pattern Recognition

DOI

2019

Network embeddedness and inbound open innovation practice: The moderating role of technology cluster

Yibo Lyu, Binyuan He, Yuqing Zhu, Li Li

Technological Forecasting And Social Change，Vol. 1440

DOI

2019

Logless one-phase commit made possible for highly-available datastores

Yuqing Zhu, Philip S. Yu, Guolei Yi, Mengying Guo, Wenlong Ma, Jian-Xun Liu, Y. Bao

Distributed and parallel databases

DOI

2019

LearnedCache: A Locality-Aware Collaborative Data Caching by Learning Model

Wenlong Ma, Yuqing Zhu, Sa Wang, Y. Bao

2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)

DOI

2019

BiloKey : A Scalable Bi-Index Locality-Aware In-Memory Key-Value Store

Wenlong Ma, Yuqing Zhu, Cheng Li, Mengying Guo, Y. Bao

IEEE Transactions on Parallel and Distributed Systems

DOI

2019

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

Yuqing Zhu, Jian-Xun Liu

IEEE Transactions on Cloud Computing

DOI

2019

Poission Subsampled Rényi Differential Privacy

Yuqing Zhu, Yu-Xiang Wang

International Conference on Machine Learning

2018

Key-Value型NoSQL本地存储系统研究

马文龙，朱妤晴，蒋德钧，熊劲，张立新，孟潇，包云岗

《计算机学报》

2017

ACIA, not ACID: Conditions, Properties and Challenges

Yuqing Zhu, Jian-Xun Liu, Mengying Guo, Wenlong Ma, Guolei Yi, Y. Bao

arXiv.org

2017

BestConfig: tapping the performance potential of systems via automatic configuration tuning

Yuqing Zhu, Jian-Xun Liu, Mengying Guo, Y. Bao, Wenlong Ma, Zhuoyue Liu, Kunpeng Song, Y. Yang

ACM Symposium on Cloud Computing

DOI

2017

ACTS in Need: Automatic Configuration Tuning with Scalability Guarantees

Yuqing Zhu, Jian-Xun Liu, Mengying Guo, Wenlong Ma, Y. Bao

Asia Pacific Workshop on Systems

DOI

2017

To Vote Before Decide: A Logless One-Phase Commit Protocol for Highly-Available Datastores

Yuqing Zhu, Philip S. Yu, Guolei Yi, Wenlong Ma, Mengying Guo, Jian-Xun Liu

arXiv.org

2017

Transaction Support over Redis: An Overview

Yuqing Zhu, Jian-Xun Liu, Mengying Guo, Wenlong Ma, Y. Bao

arXiv.org

2015

Identifying Dwarfs Workloads in Big Data Analytics

Wan-Ling Gao, Chun-Jie Luo, Jianfeng Zhan, Hai-Nan Ye, Xi-Wen He, Lei Wang, Yuqing Zhu, Xinhui Tian

arXiv.org

2015

10 Observations on Google Cluster Trace + 2 Measures for Cluster Utilization Enhancement

Yuqing Zhu, Yi-Lei Wang, Fan Wang

arXiv.org

2015

Characterizing Data Analytics Workloads on Intel Xeon Phi

Bi-Wei Xie, Xu Liu, Jianfeng Zhan, Zhen Jia, Yuqing Zhu, Lei Wang, Li-Xin Zhang

IEEE International Symposium on Workload Characterization

DOI

2015

Non-blocking type fault-tolerant submitting method and system for distributed event

Yuqing Zhu

2015

Non-blocking one-phase commit made possible for distributed transactions over replicated data

Yuqing Zhu

2015 IEEE International Conference on Big Data (Big Data)

DOI

2014

BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework

Yuqing Zhu, Jianfeng Zhan, Chu-Liang Weng, R. Nambiar, Jinchao Zhang, Xingzheng Chen, Lei Wang

International Conference on Database Systems for Advanced Applications

DOI

2014

SHAFT : Serializable , Highly Available and Fault Tolerant Concurrency Control in the Cloud By Yuqing Zhu Technical Report No

Yuqing Zhu

2014

BigDataBench: A big data benchmark suite from internet services

Lei Wang, Jianfeng Zhan, Chun-Jie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wan-Ling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu

International Symposium on High-Performance Computer Architecture

DOI

2013

RECODS: Replica consistency-on-demand store

Yuqing Zhu, Philip S. Yu, Jian-Min Wang

IEEE International Conference on Data Engineering

DOI

2012

Flexible transaction management method in key-value store data storage

Gui-Guang Ding, Yuqing Zhu, Yi-Fan Yang, Jian-Min Wang, Guolei Yi

2012

Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach

Yuqing Zhu, Philip S. Yu, Jian-Min Wang

arXiv.org

2011

面向云环境的图像高维特征索引框架

陈凤娟，丁贵广，朱妤晴

《计算机集成制造系统》

DOI

2011

强快照与强提交读隔离的多键云事务实现方法

杨义繁，刘丹，朱妤晴，丁贵广，王建民

《计算机科学与探索》

2011

Cloud-oriented image high-dimensional feature index framework

Yuqing Zhu

2011

Ripple: A publish/subscribe service for multidata item updates propagation in the cloud

Yuqing Zhu, Jian-Min Wang, Chao-Kun Wang

Journal of Network and Computer Applications

DOI

2010

Client-centric consistency formalization and verification for system with large-scale distributed data storage

Yuqing Zhu, Jian-Min Wang

Future generations computer systems

DOI

2010

Management method for unstructured data based on cloud computing environment

Gui-Guang Ding, Yuqing Zhu, Jian-Min Wang

2010

laUD-MS: An Extensible System for Unstructured Data Management

Yuqing Zhu, Naiqiao Du, Hao Tian, Jian-Min Wang

2010 12th International Asia-Pacific Web Conference

DOI

精选作品

期刊论文

Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning

工业物联网数据管理中的系统负载均衡最优化问题及其求解

Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-perfect Representation Learning

A Privacy-Friendly Approach to Data Valuation

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

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

The influence of differential leadership on employees' deviant innovation behavior: An outsider subordinate perspective

基于超级参数调整的网络表示学习算法性能公平比较框架

TVStore: Automatically Bounding Time Series Storage via Time-Varying Compression

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

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

物联网大数据场景下的分布式哈希表适用条件分析

IoTDataBench: Extending TPCx-IoT for Compression and Scalability

Optimal Accounting of Differential Privacy via Characteristic Function

Open innovation, network embeddedness and incremental innovation capability

Can industry-university-research collaborative innovation efficiency reduce carbon emissions?

Open innovation and innovation Radicalness-the moderating effect of network embeddedness

When Load Rebalancing Does Not Work for Distributed Hash Table

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

Voting-based Approaches For Differentially Private Federated Learning

Improving Sparse Vector Technique with Renyi Differential Privacy

Private-kNN: Practical Differential Privacy for Computer Vision

Network embeddedness and inbound open innovation practice: The moderating role of technology cluster

Logless one-phase commit made possible for highly-available datastores

LearnedCache: A Locality-Aware Collaborative Data Caching by Learning Model

BiloKey : A Scalable Bi-Index Locality-Aware In-Memory Key-Value Store

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

Poission Subsampled Rényi Differential Privacy

Key-Value型NoSQL本地存储系统研究

ACIA, not ACID: Conditions, Properties and Challenges

BestConfig: tapping the performance potential of systems via automatic configuration tuning

ACTS in Need: Automatic Configuration Tuning with Scalability Guarantees

To Vote Before Decide: A Logless One-Phase Commit Protocol for Highly-Available Datastores

Transaction Support over Redis: An Overview

Identifying Dwarfs Workloads in Big Data Analytics

10 Observations on Google Cluster Trace + 2 Measures for Cluster Utilization Enhancement

Characterizing Data Analytics Workloads on Intel Xeon Phi

Non-blocking type fault-tolerant submitting method and system for distributed event

Non-blocking one-phase commit made possible for distributed transactions over replicated data

BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework

SHAFT : Serializable , Highly Available and Fault Tolerant Concurrency Control in the Cloud By Yuqing Zhu Technical Report No

BigDataBench: A big data benchmark suite from internet services

RECODS: Replica consistency-on-demand store

Flexible transaction management method in key-value store data storage

Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach

面向云环境的图像高维特征索引框架

强快照与强提交读隔离的多键云事务实现方法

Cloud-oriented image high-dimensional feature index framework

Ripple: A publish/subscribe service for multidata item updates propagation in the cloud

Client-centric consistency formalization and verification for system with large-scale distributed data storage

Management method for unstructured data based on cloud computing environment

laUD-MS: An Extensible System for Unstructured Data Management