Pengzhi Huang

According to our database, Pengzhi Huang authored at least 7 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond Latency: A System-Level Characterization of MPC and FHE for PPML.

Pengzhi Huang, Kiwan Maeng, G. Edward Suh

CoRR, April, 2026

2025

Pangenome-Informed Language Models for Synthetic Genome Sequence Generation.

Pengzhi Huang, François Charton, Jan-Niklas M. Schmelzle, Shelby S. Darnell, Pjotr Prins, Erik Garrison, G. Edward Suh

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Attacking and Defending Deep-Learning-Based Off-Device Wireless Positioning Systems.

Pengzhi Huang, Emre Gönültas, Maximilian Arnold, K. Pavan Srinath, Jakob Hoydis, Christoph Studer

IEEE Trans. Wirel. Commun., August, 2024

Efficient Privacy-Preserving Machine Learning with Lightweight Trusted Hardware.

Pengzhi Huang, Thang Hoang, Yueying Li, Elaine Shi, G. Edward Suh

Proc. Priv. Enhancing Technol., 2024

2023

Efficient Dynamic Proof of Retrievability for Cold Storage.

Tung Le, Pengzhi Huang, Attila A. Yavuz, Elaine Shi, Thang Hoang

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

2022

STAMP: Lightweight TEE-Assisted MPC for Efficient Privacy-Preserving Machine Learning.

Pengzhi Huang, Thang Hoang, Yueying Li, Elaine Shi, G. Edward Suh

CoRR, 2022

2019

Improving Channel Charting with Representation -Constrained Autoencoders.

Pengzhi Huang, Oscar Castañeda, Emre Gönültas, Saïd Medjkouh, Olav Tirkkonen, Tom Goldstein, Christoph Studer

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019