Hengzhi Pei

The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

Yuheng Zhang, Ruoxi Jia, Hengzhi Pei et al. · 2020 · 399 citations

Engineering, Machine Learning, Information Security +17

Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States

Yunan Ye, Hengzhi Pei, Boxin Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 150 citations · Full text

Asset Allocation, Portfolio Management, Reinforcement Learning (Educational Psychology) +23

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Boxin Wang, Weixin Chen, Hengzhi Pei et al. · arXiv (Cornell University) · 2023 · 58 citations · Full text

Privacy Protection, Engineering, Machine Learning +25

T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack

Boxin Wang, Hengzhi Pei, Boyuan Pan et al. · 2020 · 54 citations · Full text

Metabolic characterization of hypertrophic cardiomyopathy in human heart

Wenmin Wang, Jizheng Wang, Ke Yao et al. · Nature Cardiovascular Research · 2022 · 48 citations

Metabolic Syndrome, Cardiac Muscle, Heart Failure +10