Hua Wang

Joined

May 2021

Names

Hua Wang (Preferred)

Emails

****@wharton.upenn.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

The Wharton School, University of Pennsylvania (wharton.upenn.edu)

2018 – 2023

Undergrad student

Fudan University, Tsinghua University (fudan.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2023

Expertise

Differential Privacy

2021 – Present

High dimensional Statistics

2018 – 2021

Publications

The Price of Competition: Effect Size Heterogeneity Matters in High Dimensions
Yachong Yang, Weijie J Su, Hua Wang
- 04 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization
Hua Wang, Sheng Gao, Huanyu Zhang, Weijie J Su, Milan Shen
- NeurIPS 2023 poster
- Readers: Everyone
On the Convergence and Calibration of Deep Learning with Differential Privacy
Zhiqi Bu, Hua Wang, Zongyu Dai, Qi Long
- Accepted by TMLR
- Readers: Everyone
On the Convergence and Calibration of Deep Learning with Differential Privacy
Zhiqi Bu, Hua Wang, Qi Long
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Analytical Composition of Differential Privacy via the Edgeworth Accountant
Hua Wang, Sheng Gao, Huanyu Zhang, Milan Shen, Weijie J Su
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
On the Convergence and Calibration of Deep Learning with Differential Privacy
Zhiqi Bu, Hua Wang, Qi Long, Weijie J Su
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations
Jiayao Zhang, Hua Wang, Weijie J Su
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors