Hao WU
Scholar

Hao WU

Google Scholar ID: Aaui0ucAAAAJ
University of Waterloo
Differential Privacy
Citations & Impact
All-time
Citations
105
 
H-index
5
 
i10-index
2
 
Publications
14
 
Co-authors
6
list available
Publications
14 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Improved Approximations for Hard Graph Problems using Predictions, ICML 2025 (alpha order).
  • Optimal Bounds for Private Minimum Spanning Trees via Input Perturbation, PODS 2025 (alpha order).
  • Learning-Augmented Frequent Directions, ICLR 2025 (Spotlight, alpha order).
  • Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning, NeurIPS 2024 (alpha order).
  • Profile Reconstruction from Private Sketches, ICML 2024.
  • Tight Data Access Bounds for Private Top-k Selection, ICML 2023 (Oral).
  • Randomize the Future: Asymptotically Optimal Locally Private Frequency Estimation Protocol for Longitudinal Data, PODS 2022 (alpha order).
  • Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches, AISTATS 2022.
  • Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push, SIGMOD 2021.