Hongyi Wu

Full Professor, University of Arizona

Joined

July 2019

Names

Hongyi Wu

Emails

****@arizona.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

University of Arizona (arizona.edu)

2022 – Present

Full Professor

Old Dominion University (odu.edu)

2016 – 2022

Full Professor

University of Louisiana at Lafeyette (louisiana.edu)

2002 – 2016

PhD student

State University of New York at Buffalo (buffalo.edu)

1998 – 2002

Advisors, Relations & Conflicts

PhD Advisor

Chunming Qiao

1998 – 2002

Expertise

ML security and privacy

2016 – 2022

Publications

RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance
Miao Lin, Feng Yu, Rui Ning, Lusi Li, Jiawei Chen, Qian Lou, Mengxin Zheng, Chunsheng Xin, Hongyi Wu
- Submitted to ICLR 2026
- Readers: Everyone
PrivShap: A Finer-granularity Network Linearization Method for Private Inference
Xiangrui Xu, Zhenzhen Wang, Rui Ning, Chunsheng Xin, Hongyi Wu
- Accepted by TMLR
- Readers: Everyone
Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference
Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Backdoor Mitigation in Federated Learning with Contrastive Loss
Hal Ferguson, Rui Ning, Jiang Li, Hongyi Wu, Chunsheng Xin
- Submitted to ICLR 2024
- Readers: Everyone
Certified Copy: A Resistant Backdoor Attack
Omid Rajabi Rostami, Rui Ning, Chunsheng Xin, Jin-Hee Cho, Jiang Li, Hongyi Wu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
View Synthesis with Scene Recognition for Cross-View Image Localization
Uddom Lee, Peng Jiang, Hongyi Wu, Chunsheng Xin
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- Future Internet 2023
- Readers: Everyone
SEEK: Detecting GPS Spoofing via a Sequential Dashcam-Based Vehicle Localization Framework
Peng Jiang, Hongyi Wu, Yanxiao Zhao, Dan Zhao, Chunsheng Xin
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- PERCOM 2023
- Readers: Everyone
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks
Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu, Chonggang Wang
- 2022 (modified: 09 Nov 2022)
- AAAI 2022
- Readers: Everyone
DT-SSIM: A Decentralized Trustworthy Self-Sovereign Identity Management Framework
Efat Samir, Hongyi Wu, Mohamed Azab, Chunsheng Xin, Qiao Zhang
- 2022 (modified: 09 Nov 2022)
- IEEE Internet Things J. 2022
- Readers: Everyone
Hunter: HE-Friendly Structured Pruning for Efficient Privacy-Preserving Deep Learning
Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
- 2022 (modified: 09 Nov 2022)
- AsiaCCS 2022
- Readers: Everyone

View all 181 publications

Co-Authors

View all 257 co-authors