Yingtai Xiao
Scholar

Yingtai Xiao

Google Scholar ID: eCBNsH0AAAAJ
Research Scientist
Differential Privacy
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Citations & Impact
All-time
Citations
190
 
H-index
6
 
i10-index
5
 
Publications
14
 
Co-authors
10
list available
Contact
GitHubOpen ↗LinkedInOpen ↗
Publications
7 items
TokenShapley: Token Level Context Attribution with Shapley Value
Cited
0
Accurate and Scalable Matrix Mechanisms via Divide and Conquer
2026
Cited
0
Fast Private Adaptive Query Answering for Large Data Domains
2026
Cited
0
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
2025
Cited
0
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature
2025
Cited
0
Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy
arXiv.org · 2024
Cited
2
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions
Neural Information Processing Systems · 2023
Cited
4
Resume
Academic Achievements
  • Review Services: KDD 23, NeurIPS 23 24, ICML 23, ICLR 24, AISTATS 23 24.
Background
  • Research Interests: Differential privacy and its applications in database query optimization, advertising measurement, and machine learning.
Co-authors
8 total
Daniel Kifer
Daniel Kifer
Penn State University
Danfeng Zhang
Danfeng Zhang
Duke University
Zeyu Ding
Zeyu Ding
Binghamton University
Jian Du
Jian Du
TikTok, US (was CMU (was McGill (was HKU)))
Wanrong Zhang
Wanrong Zhang
Harvard University
Jiachen T. Wang
Jiachen T. Wang
Princeton University
Yuqing Zhu
Yuqing Zhu
UC Santa Barbara
Sirat Samyoun
Sirat Samyoun
Research Scientist, TikTok