Publications

See my Google Scholar profile for a full list.

FairNVT: Improving Fairness via Noise Injection in Vision Transformers
Qiaoyue Tang, Sepidehsadat Hosseini, Mengyao Zhai, Thibaut Durand, Greg Mori
Full version in submission
Algorithmic Fairness Across Alignment Procedures and Agentic Systems (AFAA) Workshop @ ICLR 2026
Paper

On the Performance of Differentially Private Optimization with Heavy-Tail Class Imbalance
Qiaoyue Tang, Alain Zhiyanov, and Mathias Lécuyer
High-dimensional Learning Dynamics Workshop @ ICML 2025
Paper

PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
Mishaal Kazmi*, Hadrien Lautraite*, Alireza Akbari*, Qiaoyue Tang*, Mauricio Soroco, Tao Wang, Sébastien Gambs, Mathias Lécuyer
^{* Equal contribution}
Neural Information Processing Systems (NeurIPS) 2024
Paper / Code / Slides

DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction)
Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer
AAAI Conference on Artificial Intelligence (AAAI) 2024 (Oral, 2.3% acceptance rate)
Also presented at Workshop on Trustworthy and Reliable Large-Scale Machine Learning Models @ ICLR 2023
Paper / Code / Slides

DP-SGD-LF: Improving Utility under Differentially Private Learning via Layer Freezing
Qiaoyue Tang, Mathias Lécuyer
Paper