Weiqiang Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 52

Top Topics

Exact And Approximate

Countermeasures

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Emerg. Top. Comput.

Publications

Bi Wu, Tianyang Yu, Ke Chen, Weiqiang Liu
Edge-Side Fine-Grained Sparse CNN Accelerator With Efficient Dynamic Pruning Scheme. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (3) (2024)
Mingfu Xue, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
Untargeted Backdoor Attack Against Deep Neural Networks With Imperceptible Trigger. IEEE Trans. Ind. Informatics 20 (3) (2024)
Xin Chen, Yuxin Bai, Hao Cai, Congyi Zhu, Xinjie Zhou, Ying Zhang, Weiqiang Liu
Low-Overhead Triple-Node-Upset Self-Recoverable Latch Design for Ultra-Dynamic Voltage Scaling Application. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Ziying Ni, Ayesha Khalid, Weiqiang Liu, Máire O'Neill
Bitstream Fault Injection Attacks on CRYSTALS Kyber Implementations on FPGAs. DATE (2024)
Tianyang Yu, Bi Wu, Ke Chen, Gong Zhang, Weiqiang Liu
Fully Learnable Hyperdimensional Computing Framework With Ultratiny Accelerator for Edge-Side Applications. IEEE Trans. Computers 73 (2) (2024)
Yu Gong, Bo Liu, Hao Cai, Longxing Shi, Weiqiang Liu
VoAD: A Sub-μW Multiscene Voice Activity Detector Deploying Analog-Frontend Digital-Backend Circuits. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Haonan Zhu, Bi Wu, Tianyang Yu, Ke Chen, Chenggang Yan, Weiqiang Liu
A Potential Enabler for High-Performance In-Memory Multi-Bit Arithmetic Schemes With Unipolar Switching SOT-MRAM. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (7) (2024)
Yifan Shang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection. ACM TUR-C (2024)
Ziying Cui, Ke Chen, Bi Wu, Chenggang Yan, Yu Gong, Weiqiang Liu
A Time Efficient Comprehensive Model of Approximate Multipliers for Design Space Exploration. ARITH (2024)
Gang Qu, Debdeep Mukhopadhyay, Nele Mentens, Weiqiang Liu
Special Section on Emerging Topics in Hardware Computing Systems Security. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Yuqin Dou, Chenghua Wang, Haroon Waris, Roger F. Woods, Weiqiang Liu
FPAX: A Fast Prior Knowledge-Based Framework for DSE in Approximate Configurations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (6) (2024)
Bin Gong, Ke Chen, Pengfei Huang, Bi Wu, Weiqiang Liu
Most Significant One-Driven Shifting Dynamic Efficient Multipliers for Large Language Models. ISCAS (2024)
Jiang Li, Yijun Cui, Chenghua Wang, Weiqiang Liu, Shahar Kvatinsky
A Concealable RRAM Physical Unclonable Function Compatible with In-Memory Computing. DATE (2024)
Yijun Cui, Jiang Li, Yunpeng Chen, Chenghua Wang, Chongyan Gu, Máire O'Neill, Weiqiang Liu
An Efficient Ring Oscillator PUF Using Programmable Delay Units on FPGA. ACM Trans. Design Autom. Electr. Syst. 29 (1) (2024)
Linji Zhang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks. ACM TUR-C (2024)
Tianyang Yu, Bi Wu, Ke Chen, Chenggang Yan, Weiqiang Liu
Toward Efficient Retraining: A Large-Scale Approximate Neural Network Framework With Cross-Layer Optimization. IEEE Trans. Very Large Scale Integr. Syst. 32 (6) (2024)
Ziying Ni, Ayesha Khalid, Weiqiang Liu, Máire O'Neill
FPGA Bitstream Fault Injection Attack and Countermeasures on the Sampling Counter in CRYSTALS Kyber. ISCAS (2024)
Hui Chen, Lianghua Quan, Weiqiang Liu
HGH-CORDIC: A High-Radix Generalized Hyperbolic COordinate Rotation Digital Computer. ARITH (2024)
Wenzhuo Xie, Chenggang Yan, Hanghang Wang, Ke Chen, Bi Wu, Chenghua Wang, Weiqiang Liu
A High Accuracy and Hardware Efficient Adaptive Filter Design with Approximate Computing. MWSCAS (2023)
Mingfu Xue, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu
AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption. IEEE Trans. Emerg. Top. Comput. 11 (3) (2023)
Yuxuan Cui, Chenggang Yan, Weiqiang Liu
High Performance and Hardware-Efficient Approximate BPF Decoder for Polar codes. ISCAS (2023)
Xin Chen, Yuxin Bai, Jianpeng Cao, Lei Wang, Xinjie Zhou, Ying Zhang, Weiqiang Liu
Low-Overhead Triple-Node-Upset-Tolerant Latch Design in 28-nm CMOS. IEEE Trans. Very Large Scale Integr. Syst. 31 (7) (2023)
Mingfu Xue, Shichang Sun, Can He, Dujuan Gu, Yushu Zhang, Jian Wang, Weiqiang Liu
ActiveGuard: An active intellectual property protection technique for deep neural networks by leveraging adversarial examples as users' fingerprints. IET Comput. Digit. Tech. 17 (3-4) (2023)
Ke Chen, Chenyu Xu, Haroon Waris, Weiqiang Liu, Paolo Montuschi, Fabrizio Lombardi
Exact and Approximate Squarers for Error-Tolerant Applications. IEEE Trans. Computers 72 (7) (2023)
Yuqin Dou, Chenghua Wang, Roger F. Woods, Weiqiang Liu
ENAP: An Efficient Number-Aware Pruning Framework for Design Space Exploration of Approximate Configurations. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Yijun Cui, Jiang Li, Chongyan Gu, Chenghua Wang, Weiqiang Liu
An RRAM-based PUF with Adjustable Programmable Voltage and Multi-Mode Operation. NANOARCH (2023)
Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu
Compression-resistant backdoor attack against deep neural networks. Appl. Intell. 53 (17) (2023)
Chenggang Yan, Xuan Zhao, Tingting Zhang, Jipeng Ge, Chenghua Wang, Weiqiang Liu
Design of High Hardware Efficiency Approximate Floating-Point FFT Processor. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Yuqin Dou, Chongyan Gu, Chenghua Wang, Weiqiang Liu
A Novel Method Against Hardware Trojans in Approximate Circuits. ISQED (2023)
Yuqin Dou, Chongyan Gu, Chenghua Wang, Weiqiang Liu, Fabrizio Lombardi
Security and Approximation: Vulnerabilities in Approximation-Aware Testing. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Baosheng Wang, Yijun Cui, Chongyan Gu, Chenghua Wang, Weiqiang Liu
Novel Intrinsic Physical Unclonable Function Design for Post-quantum Cryptography. ISCAS (2023)
Yijun Cui, Yuantuo Zhang, Ziying Ni, Shichao Yu, Chenghua Wang, Weiqiang Liu
High-Throughput Polynomial Multiplier for Accelerating Saber on FPGA. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Mingfu Xue, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu
Detecting backdoor in deep neural networks via intentional adversarial perturbations. Inf. Sci. 634 (2023)
Shuo Ran, Bi Wu, Ke Chen, Weiqiang Liu
VLCP: A High-Performance FPGA-based CNN Accelerator with Vector-level Cluster Pruning. NANOARCH (2023)
Bi Wu, Haonan Zhu, Dayane Reis, Zhaohao Wang, Ying Wang, Ke Chen, Weiqiang Liu, Fabrizio Lombardi, Xiaobo Sharon Hu
An Energy-Efficient Computing-in-Memory (CiM) Scheme Using Field-Free Spin-Orbit Torque (SOT) Magnetic RAMs. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Zhuoyao Zhang, Yijun Cui, Ziying Ni, Chenghua Wang, Weiqiang Liu
An Efficient Hardware Accelerator of High-Speed NTT for CRYSTALS-Kyber Post-Quantum Cryptography. ACSSC (2023)
Ziying Ni, Ayesha Khalid, Dur-e-Shahwar Kundi, Máire O'Neill, Weiqiang Liu
HPKA: A High-Performance CRYSTALS-Kyber Accelerator Exploring Efficient Pipelining. IEEE Trans. Computers 72 (12) (2023)
Haonan Wang, Ke Chen, Chenggang Yan, Bi Wu, Weiqiang Liu
Hardware-Efficient Accurate and Approximate FPGA Multipliers for Error-Tolerant Applications. MWSCAS (2023)
Mingfu Xue, Chengxiang Yuan, Can He, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Zhe Liu, Weiqiang Liu
Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks. IEEE Trans. Emerg. Top. Comput. 11 (1) (2023)
Chenggang Yan, Yuxuan Cui, Ke Chen, Bi Wu, Weiqiang Liu
Hardware Efficient Successive-Cancellation Polar Decoders Using Approximate Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models. CoRR (2023)
Bi Wu, Haonan Zhu, Ke Chen, Chenggang Yan, Weiqiang Liu
MLiM: High-Performance Magnetic Logic in-Memory Scheme With Unipolar Switching SOT-MRAM. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Ziying Ni, Ayesha Khalid, Weiqiang Liu, Máire O'Neill
Towards a Lightweight CRYSTALS-Kyber in FPGAs: an Ultra-lightweight BRAM-free NTT Core. ISCAS (2023)
Tianyang Yu, Bi Wu, Ke Chen, Chenggang Yan, Weiqiang Liu
Energy-efficient Oriented Approximate Quantization Scheme for Fine-Grained Sparse Neural Network Acceleration. ICCD (2022)
Xuan Zhao, Chenggang Yan, Chenghua Wang, Weiqiang Liu
Design of Approximate Floating-point FFT with Mantissa Bit-width Adjustment Algorithm. APCCAS (2022)
Kai Liu, Bi Wu, Haonan Zhu, Weiqiang Liu
High-performance STT-MRAM Logic-in-Memory Scheme Utilizing Data Read Features. NANOARCH (2022)
Tianyu Xu, Yijun Cui, Dongsheng Liu, Chenghua Wang, Weiqiang Liu
Lightweight and Efficient Hardware Implementation for Saber Using NTT Multiplication. APCCAS (2022)
Hanghang Wang, Ke Chen, Bi Wu, Chenghua Wang, Weiqiang Liu, Fabrizio Lombardi
HEADiv: A High-accuracy Energy-efficient Approximate Divider with Error Compensation. NANOARCH (2022)
Ruth O'Connor, Ayesha Khalid, Máire O'Neill, Weiqiang Liu
Better Security Estimates for Approximate, IoT-Friendly R-LWE Cryptosystems. APCCAS (2022)
Jipeng Ge, Chenggang Yan, Xuan Zhao, Ke Chen, Bi Wu, Weiqiang Liu
An Energy-Efficient Approximate Floating-Point Multipliers for Wireless Communications. APCCAS (2022)
Didi Zhang, Bi Wu, Haonan Zhu, Weiqiang Liu
Capacity-oriented High-performance NV-TCAM Leveraging Hybrid MRAM Scheme. NANOARCH (2022)
You Wang, Bi Wu, Hao Cai, Weiqiang Liu
Low-cost stochastic number generator based on MRAM for stochastic computing. NANOARCH (2022)