Zhu, Yuqing

1. Optimal Accounting of Differential Privacy via Characteristic Function
   2021/06/16 by Yuqing Zhu, Zhu, Yuqing, Jinshuo Dong +3 · 10 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation
   2023/08/30 by Wang, Jiachen T., Zhu, Yuqing, Wang, Yu-Xiang +2 · 5 citations
   #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE
   2022/03/30 by Yuqing Zhu, Yu-Xiang Wang, Zhu, Yuqing +1 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
4. Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods
   2024/04/27 by Wenzhen Yue, Yue, Wenzhen, Xianghua Ying +12 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
5. Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-perfect Representation Learning
   2024/05/14 by Chendi Wang, Wang, Chendi, Yuqing Zhu +5 · 3 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
6. TokenShapley: Token Level Context Attribution with Shapley Value
   2025/06/18 by Yingtai Xiao, Yuqing Zhu, Xiao, Yingtai +7 · 4 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
7. Voting-based Approaches For Differentially Private Federated Learning
   2020/10/09 by Zhu, Yuqing, Yu, Xiang, Tsai, Yi-Hsuan +4 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
   2025/02/21 by An, Qi, Ying, Chihua, Zhu, Yuqing +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
9. "Private Prediction Strikes Back!'' Private Kernelized Nearest Neighbors with Individual Renyi Filter
   2023/06/12 by Zhu, Yuqing, Zhao, Xuandong, Guo, Chuan +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Age-of-Information Dependent Random Access for Periodic Updating
    2023/07/06 by Yuqing Zhu, Zhu, Yuqing, Yiwen Zhu +7 · 1 citation
    Computer Science · Engineering · Psychology · #Age of Information Optimization #IoT Networks and Protocols #Cognitive Functions and Memory