QNBAD: Quantum Noise-Induced Backdoor Attacks Against Zero Noise Extrapolation
Cheng Chu, Qian Lou, Fan Chen, Lei Jiang
Network and Distributed System Security Symposium (NDSS), 2026
Publications
You can also find my articles on my Google Scholar profile.
TITAN: A fast and distributed large-scale trapped-ion NISQ computer
Cheng Chu, Zhenxiao Fu, Yilun Xu, Gang Huang, Hausi Muller, Fan Chen, Lei Jiang
Proceedings of the 61st ACM/IEEE Design Automation Conference (DAC) , 2024
Selective KV-Cache Sharing to Mitigate Timing Side-Channels in LLM Inference
Kexin Chu, Zecheng Lin, Dawei Xiang, Zixu Shen, Jianchang Su, Cheng Chu, Yiwei Yang, Wenhui Zhang, Wenfei Wu, Wei Zhang
arXiv preprint, 2025
OFHE: an electro-optical accelerator for discretized TFHE
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2025
LSTM-QGAN: Scalable NISQ Generative Adversarial Network
Cheng Chu, Aishwarya Hastak, Fan Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
BVQC: A Backdoor-Style Watermarking Scheme for Variational Quantum Circuits
Cheng Chu, Lei Jiang, Fan Chen
IEEE International Conference on Quantum Computing and Engineering (QCE), 2025
QuantumLeak: Stealing Quantum Neural Networks from Cloud-Based NISQ Machines
Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen
International Joint Conference on Neural Networks (IJCNN), 2024
NISQ Quantum Computing: A Security-Centric Tutorial and Survey
Fan Chen, Lei Jiang, Hausi Müller, Philip Richerme, Cheng Chu, Zhenxiao Fu, Min Yang
IEEE Circuits and Systems Magazine, 2024
QTROJAN: A Circuit Backdoor Against Quantum Neural Networks
Cheng Chu, Lei Jiang, Martin Swany, Fan Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks
Cheng Chu, Fan Chen, Philip Richerme, Lei Jiang
IEEE International Conference on Quantum Computing and Engineering (QCE), 2023
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis on NISQ Devices
Cheng Chu, Grant Skipper, Martin Swany, Fan Chen
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
CryptoQFL: Quantum Federated Learning on Encrypted Data
Cheng Chu, Lei Jiang, Fan Chen
IEEE International Conference on Quantum Computing and Engineering (QCE), 2023
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses
Cheng Chu, Cheng Liu, Dawen Xu, Ying Wang, Tao Luo, Huawei Li, Xiaowei Li
ACM Transactions on Design Automation of Electronic Systems, 2023
QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture Using Parameterized Two-Qubit Gates
Cheng Chu, Nai-Hui Chia, Lei Jiang, Fan Chen
ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2022
MOCCA: A Process Variation Tolerant Systolic DNN Accelerator Using CNFETs in Monolithic 3D
Samuel J Engers, Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
Great Lakes Symposium on VLSI (GLSVLSI), 2022
Canopy: A CNFET-Based Process Variation Aware Systolic DNN Accelerator
Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2022
RECOIN: A Low-Power Processing-in-ReRAM Architecture for Deformable Convolution
Cheng Chu, Fan Chen, Dawen Xu, Ying Wang
Great Lakes Symposium on VLSI (GLSVLSI), 2021
HyCA: Hybrid Computing Architecture for Fault-Tolerant Deep Learning
Cheng Liu, Cheng Chu, Dawen Xu, Ying Wang, Qianlong Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2021
Multi-Task Scheduling for PCB-Based Heterogeneous Computing System
Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Xianzhong Zhou, Lei Zhang, Huaguo Liang, Huawei Li
Great Lakes Symposium on VLSI (GLSVLSI), 2020
A Hybrid Computing Architecture for Fault-Tolerant Deep Learning Accelerators
Dawen Xu, Cheng Chu, Qianlong Wang, Cheng Liu, Ying Wang, Lei Zhang, Huaguo Liang, Kwang-Ting Cheng
IEEE International Conference on Computer Design (ICCD), 2020