All Stories

  1. A Highly Hardware Efficient ML-KEM Accelerator with Optimised Architectural Layers

    Article • ACM Transactions on Embedded Computing Systems, December 2024, ACM (Association for Computing Machinery)

    Ziying Ni, Weiqiang Liu

  2. SSAT: Active Authorization Control and User’s Fingerprint Tracking Framework for DNN IP Protection

    Article • ACM Transactions on Multimedia Computing Communications and Applications, July 2024, ACM (Association for Computing Machinery)

    Weiqiang Liu

  3. An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks

    Article • July 2024, ACM (Association for Computing Machinery)

    Weiqiang Liu

  4. Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection

    Article • July 2024, ACM (Association for Computing Machinery)

    Weiqiang Liu

  5. VLCP: A High-Performance FPGA-based CNN Accelerator with Vector-level Cluster Pruning

    Article • December 2023, ACM (Association for Computing Machinery)

    Weiqiang Liu

  6. An RRAM-based PUF with Adjustable Programmable Voltage and Multi-Mode Operation

    Article • December 2023, ACM (Association for Computing Machinery)

    Weiqiang Liu

  7. An Efficient Ring Oscillator PUF Using Programmable Delay Units on FPGA

    Article • ACM Transactions on Design Automation of Electronic Systems, November 2023, ACM (Association for Computing Machinery)

    Weiqiang Liu

  8. Low-cost stochastic number generator based on MRAM for stochastic computing

    Article • December 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu

  9. HEADiv: A High-accuracy Energy-efficient Approximate Divider with Error Compensation

    Article • December 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu, hanghang Wang

  10. High-performance STT-MRAM Logic-in-Memory Scheme Utilizing Data Read Features

    Article • December 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu

  11. Capacity-oriented High-performance NV-TCAM Leveraging Hybrid MRAM Scheme

    Article • December 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu

  12. An Energy-efficient and High-precision Approximate MAC with Distributed Arithmetic Circuits

    Article • June 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu

  13. Data Stream Oriented Fine-grained Sparse CNN Accelerator with Efficient Unstructured Pruning Strategy

    Article • June 2022, ACM (Association for Computing Machinery)

    Weiqiang Liu

  14. DNN Intellectual Property Protection

    Article • June 2021, ACM (Association for Computing Machinery)

    Jian WANG, Weiqiang Liu

  15. Approximate Computing: From Circuits to Applications

    Article • Proceedings of the IEEE, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  16. Hybrid Low Radix Encoding-Based Approximate Booth Multipliers

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  17. Design, evaluation and application of approximate-truncated Booth multipliers

    Article • IET Circuits Devices & Systems, October 2020, the Institution of Engineering and Technology (the IET)

    Weiqiang Liu

  18. High Performance Modular Multiplication for SIDH

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  19. Security Analysis of Hardware Trojans on Approximate Circuits

    Article • September 2020, ACM (Association for Computing Machinery)

    Weiqiang Liu

  20. AxSA: On the Design of High-Performance and Power-Efficient Approximate Systolic Arrays for Matrix Multiplication

    Article • Journal of Signal Processing Systems, August 2020, Springer Science + Business Media

    Weiqiang Liu

  21. Dither-based calibration of bit weights in pipelined-SAR ADCs with fast convergence speed using partially split structure

    Article • Electronics Letters, June 2020, the Institution of Engineering and Technology (the IET)

    Weiqiang Liu

  22. Embedding Backdoors as the Facial Features

    Article • May 2020, ACM (Association for Computing Machinery)

    Jian WANG, Weiqiang Liu

  23. Lightweight Modeling Attack-Resistant Multiplexer-Based Multi-PUF (MMPUF) Design on FPGA

    Article • Electronics, May 2020, MDPI AG

    Weiqiang Liu

  24. An Efficient and Parallel R-LWE Cryptoprocessor

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  25. Guest Editorial: Introduction to the Special Section on Cyber Security Threats and Defense Advance

    Article • IEEE Transactions on Emerging Topics in Computing, April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  26. A Retrospective and Prospective View of Approximate Computing [Point of View}

    Article • Proceedings of the IEEE, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  27. Attenuation-factor error shaping technique for split CDAC in SAR ADCs

    Article • Electronics Letters, January 2020, the Institution of Engineering and Technology (the IET)

    Weiqiang Liu

  28. DPAEG: A Dependency Parse-Based Adversarial Examples Generation Method for Intelligent Q&A Robots

    Article • Security and Communication Networks, January 2020, Hindawi Publishing Corporation

    Weiqiang Liu

  29. Background Calibration of Bit Weights in Pipelined-SAR ADCs Using Paired Comparators

    Article • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  30. Machine Learning Security: Threats, Countermeasures, and Evaluations

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  31. Profile-Based Output Error Compensation for Approximate Arithmetic Circuits

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  32. Resource-Shared Crypto-Coprocessor of AES Enc/Dec With SHA-3

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  33. High Performance CNN Accelerators Based on Hardware and Algorithm Co-Optimization

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  34. Security in Approximate Computing and Approximate Computing for Security: Challenges and Opportunities

    Article • Proceedings of the IEEE, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  35. Lightweight Configurable Ring Oscillator PUF Based on RRAM/CMOS Hybrid Circuits

    Article • IEEE Open Journal of Nanotechnology, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  36. Optimized Modular Multiplication for Supersingular Isogeny Diffie-Hellman

    Article • IEEE Transactions on Computers, August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  37. New Majority Gate-Based Parallel BCD Adder Designs for Quantum-Dot Cellular Automata

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  38. Design and Analysis of Approximate Redundant Binary Multipliers

    Article • IEEE Transactions on Computers, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  39. XOR-Based Low-Cost Reconfigurable PUFs for IoT Security

    Article • ACM Transactions on Embedded Computing Systems, May 2019, ACM (Association for Computing Machinery)

    Weiqiang Liu, Chongyan Gu

  40. Building an Accurate Hardware Trojan Detection Technique from Inaccurate Simulation Models and Unlabeled ICs

    Article • IET Computers & Digital Techniques, February 2019, the Institution of Engineering and Technology (the IET)

    Weiqiang Liu, Jian WANG

  41. A Theoretical Model to Link Uniqueness and Min-Entropy for PUF Evaluations

    Article • IEEE Transactions on Computers, February 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  42. Defeating Untrustworthy Testing Parties: A Novel Hybrid Clustering Ensemble Based Golden Models-Free Hardware Trojan Detection Method

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  43. Optimized Schoolbook Polynomial Multiplication for Compact Lattice-Based Cryptography on FPGA

    Article • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  44. Approximate Designs for Fast Fourier Transform (FFT) With Application to Speech Recognition

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  45. Design and Evaluation of Approximate Logarithmic Multipliers for Low Power Error-Tolerant Applications

    Article • IEEE Transactions on Circuits and Systems I Regular Papers, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  46. Design, Evaluation and Application of Approximate High-Radix Dividers

    Article • IEEE Transactions on Multi-Scale Computing Systems, July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  47. Design of Dynamic Range Approximate Logarithmic Multipliers

    Article • May 2018, ACM (Association for Computing Machinery)

    Weiqiang Liu

  48. Data Compression Device Based on Modified LZ4 Algorithm

    Article • IEEE Transactions on Consumer Electronics, February 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  49. Ultra-Lightweight and Reconfigurable Tristate Inverter Based Physical Unclonable Function Design

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  50. High Performance Parallel Decimal Multipliers Using Hybrid BCD Codes

    Article • IEEE Transactions on Computers, December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  51. Designs of Approximate Floating-Point Multipliers with Variable Accuracy for Error-Tolerant Applications

    Article • Journal of Signal Processing Systems, September 2017, Springer Science + Business Media

    Weiqiang Liu

  52. Design of Approximate Radix-4 Booth Multipliers for Error-Tolerant Computing

    Article • IEEE Transactions on Computers, August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  53. Algorithm and Design of a Fully Parallel Approximate Coordinate Rotation Digital Computer (CORDIC)

    Article • IEEE Transactions on Multi-Scale Computing Systems, July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  54. Design of Approximate Logarithmic Multipliers

    Article • May 2017, ACM (Association for Computing Machinery)

    Weiqiang Liu

  55. Design of Approximate High-Radix Dividers by Inexact Binary Signed-Digit Addition

    Article • May 2017, ACM (Association for Computing Machinery)

    Jie Han, Weiqiang Liu

  56. Design of High-Speed Wide-Word Hybrid Parallel-Prefix/Carry-Select and Skip Adders

    Article • Journal of Signal Processing Systems, April 2017, Springer Science + Business Media

    Weiqiang Liu

  57. Design and Analysis of Inexact Floating-Point Adders

    Article • IEEE Transactions on Computers, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Weiqiang Liu

  58. Design of Approximate Unsigned Integer Non-restoring Divider for Inexact Computing

    Article • May 2015, ACM (Association for Computing Machinery)

    Jie Han, Weiqiang Liu