Qiao Zhang

Associate Professor, Computer Science, Shandong University

Joined

December 2022

Names

Qiao Zhang (Preferred)

Emails

****@cqu.edu.cn (Confirmed)

****@odu.edu (Confirmed)

****@sdu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Computer Science, Shandong University (sdu.edu.cn)

2025 – Present

Assistant Professor

Computer Science, Chongqing University (cqu.edu.cn)

2022 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Privacy in ML

2017 – Present

Publications

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
Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference
Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
- CoRR 2024
- Readers: Everyone
From Individual Computation to Allied Optimization: Remodeling Privacy-Preserving Neural Inference with Function Input Tuning
Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu
- SP 2024
- Readers: Everyone
SPOT: Structure Patching and Overlap Tweaking for Effective Pipelining in Privacy-Preserving MLaaS with Tiny Clients
Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
- ICDCS 2024
- Readers: Everyone
TILE: Input Structure Optimization for Neural Networks to Accelerate Secure Inference
Yizhou Feng, Qiao Zhang, Yifei Cai, Hongyi Wu, Chunsheng Xin
- ACSAC 2024
- Readers: Everyone
Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models
Zhirui Zeng, Tao Xiang, Shangwei Guo, Jialing He, Qiao Zhang, Guowen Xu, Tianwei Zhang
- IEEE Trans. Inf. Forensics Secur. 2024
- Readers: Everyone
United We Stand: Accelerating Privacy-Preserving Neural Inference by Conjunctive Optimization with Interleaved Nexus
Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu
- AAAI 2024
- Readers: Everyone
MOSAIC: A Prune-and-Assemble Approach for Efficient Model Pruning in Privacy-Preserving Deep Learning
Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
- AsiaCCS 2024
- Readers: Everyone
Privacy-Preserving Machine Learning as a Service: Challenges and Opportunities
Qiao Zhang, Tao Xiang, Yifei Cai, Zhichao Zhao, Ning Wang, Hongyi Wu
- IEEE Netw. 2023
- Readers: Everyone
PRISC: Privacy-Preserved Pandemic Infection Risk Computation Through Cellular-Enabled IoT Devices
Yizhou Feng, Qiao Zhang, Hongyi Wu, Chunsheng Xin
- IEEE Internet Things J. 2023
- Readers: Everyone

View all 21 publications