Scholar
Erchi Wang
Google Scholar ID: reDCpR8AAAAJ
UC San Diego
Citations & Impact
Citations
26
H-index
1
i10-index
1
Publications
3
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- Selected Papers:
- 1. Adapting to Linear Separable Subsets with Large-Margin in Differentially Private Learning
- Co-authors: Yuqing Zhu, Yu-Xiang Wang
- Conferences: ICML 2025, TPDP 2025, Crypto PPML 2025
- 2. Purifying Approximate Differential Privacy with Randomized Post-processing
- Co-authors: Yingyu Lin, Yi-An Ma, Yu-Xiang Wang
- Conferences: NeurIPS 2025, TPDP 2025
- 3. Beyond Per-Question Privacy: Multi-Query Differential Privacy for RAG Systems
- Co-authors: Ruihan Wu, Yu-Xiang Wang
- Conference: NeurIPS 2025 Workshop: Reliable ML from Unreliable Data
Research Experience
- Position: Ph.D. Student
- Work Experience: Conducting research at Halıcıoğlu Data Science Institute
Education
- Degree: Ph.D. in Data Science
- University: University of California San Diego (UCSD)
- Advisors: Yu-Xiang Wang, Yi-An Ma
- Duration: July 2024 - July 2027 (Estimated)
- Field: Data Science
Background
- Research Interests: Differentially private machine learning. Recently, focusing on how techniques from differential privacy can address safety concerns in generative models.
Miscellany
- Homepage: https://skylerhallinan.com/
- Contact: erw011@ucsd.edu
