Cheng Chu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Quantum Computation

Multilayer Perceptron

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Cheng Chu, Wenjun Liu, Guangying Lv, Ali Moussaoui, Pierre Auger
Optimal harvest for predator-prey fishery models with variable price and marine protected area. Commun. Nonlinear Sci. Numer. Simul. 134 (2024)
Mengxin Zheng, Cheng Chu, Qian Lou, Nathan Youngblood, Mo Li, Sajjad Moazeni, Lei Jiang
OFHE: An Electro-Optical Accelerator for Discretized TFHE. CoRR (2024)
Cheng Chu, Zhenxiao Fu, Yilun Xu, Gang Huang, Hausi A. Müller, Fan Chen, Lei Jiang
TITAN: A Distributed Large-Scale Trapped-Ion NISQ Computer. CoRR (2024)
Zhenxiao Fu, Min Yang, Cheng Chu, Yilun Xu, Gang Huang, Fan Chen
QuantumLeak: Stealing Quantum Neural Networks from Cloud-based NISQ Machines. CoRR (2024)
Cheng Chu, Lei Jiang, Martin Swany, Fan Chen
QTROJAN: A Circuit Backdoor Against Quantum Neural Networks. ICASSP (2023)
Cheng Chu, Grant Skipper, Martin Swany, Fan Chen
IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices. ICASSP (2023)
Cheng Chu, Cheng Liu, Dawen Xu, Ying Wang, Tao Luo, Huawei Li, Xiaowei Li
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses. ACM Trans. Design Autom. Electr. Syst. 28 (4) (2023)
Cheng Chu, Fan Chen, Philip Richerme, Lei Jiang
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks. CoRR (2023)
Cheng Chu, Lei Jiang, Fan Chen
CryptoQFL: Quantum Federated Learning on Encrypted Data. CoRR (2023)
Cheng Chu, Lei Jiang, Fan Chen
CryptoQFL: Quantum Federated Learning on Encrypted Data. QCE (2023)
Cheng Chu, Lei Jiang, Martin Swany, Fan Chen
QTrojan: A Circuit Backdoor Against Quantum Neural Networks. CoRR (2023)
Cheng Chu, Fan Chen, Philip Richerme, Lei Jiang
QDoor: Exploiting Approximate Synthesis for Backdoor Attacks in Quantum Neural Networks. QCE (2023)
Cheng Liu, Cheng Chu, Dawen Xu, Ying Wang, Qianlong Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
HyCA: A Hybrid Computing Architecture for Fault-Tolerant Deep Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
Canopy: A CNFET-based Process Variation Aware Systolic DNN Accelerator. ISLPED (2022)
Samuel J. Engers, Cheng Chu, Dawen Xu, Ying Wang, Fan Chen
MOCCA: A Process Variation Tolerant Systolic DNN Accelerator using CNFETs in Monolithic 3D. ACM Great Lakes Symposium on VLSI (2022)
Cheng Chu, Nai-Hui Chia, Lei Jiang, Fan Chen
QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates. ISLPED (2022)
Cheng Chu, Nai-Hui Chia, Lei Jiang, Fan Chen
QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates. CoRR (2022)
Dawen Xu, Qianlong Wang, Cheng Liu, Cheng Chu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
HyCA: A Hybrid Computing Architecture for Fault Tolerant Deep Learning. CoRR (2021)
Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Huawei Li, Xiaowei Li, Kwang-Ting Cheng
Energy-Efficient Accelerator Design for Deformable Convolution Networks. CoRR (2021)
Cheng Chu, Fan Chen, Dawen Xu, Ying Wang
RECOIN: A Low-Power Processing-in-ReRAM Architecture for Deformable Convolution. ACM Great Lakes Symposium on VLSI (2021)
Dawen Xu, Cheng Chu, Cheng Liu, Ying Wang, Xianzhong Zhou, Lei Zhang, Huaguo Liang, Huawei Li
Multi-task Scheduling for PIM-based Heterogeneous Computing System. ACM Great Lakes Symposium on VLSI (2020)
Dawen Xu, Cheng Chu, Qianlong Wang, Cheng Liu, Ying Wang, Lei Zhang, Huaguo Liang, Kwang-Ting Cheng
A Hybrid Computing Architecture for Fault-tolerant Deep Learning Accelerators. ICCD (2020)