He Li

According to our database, He Li authored at least 38 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Low Latency Variational Autoencoder on FPGAs.

Zhiqiang Que, Minghao Zhang, Hongxiang Fan, He Li, Ce Guo, Wayne Luk

IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2024

LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics.

Zhiqiang Que, Hongxiang Fan, Marcus Loo, He Li, Michaela Blott, Maurizio Pierini, Alexander D. Tapper, Wayne Luk

ACM Trans. Embed. Comput. Syst., March, 2024

An Efficient ML-based Hardware Trojan Localization Framework for RTL Security Analysis.

Ruchao Fan, Yongming Tang, Hao Sun, Jiyuan Liu, He Li

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

2023

Design Space Exploration for Efficient Quantum Most-Significant Digit-First Arithmetic.

He Li, Jiawei Liang, Hongxiang Fan, Yongming Tang

IEEE Trans. Computers, June, 2023

Remarn: A Reconfigurable Multi-threaded Multi-core Accelerator for Recurrent Neural Networks.

Zhiqiang Que, Hiroki Nakahara, Hongxiang Fan, He Li, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Eriko Nurvitadhi, Wayne Luk

ACM Trans. Reconfigurable Technol. Syst., March, 2023

When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA.

Hongxiang Fan, Hao Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk

CoRR, 2023

MSDF-SGD: Most-Significant Digit-First Stochastic Gradient Descent for Arbitrary-Precision Training.

Changjun Song, Yongming Tang, Jiyuan Liu, Sige Bian, Danni Deng, He Li

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

MSBF-LSTM: Most-significant Bit-first LSTM Accelerators with Energy Efficiency Optimisations.

Sige Bian, He Li, Chengcheng Wang, Changjun Song, Yongming Tang

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA.

Hongxiang Fan, Mark Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

A Configurable Floating-Point Multiple-Precision Processing Element for HPC and AI Converged Computing.

Wei Mao, Kai Li, Quan Cheng, Liuyao Dai, Boyu Li, Xinang Xie, He Li, Longyang Lin, Hao Yu

IEEE Trans. Very Large Scale Integr. Syst., 2022

In-depth Analysis of the Effects of Electromagnetic Fault Injection Attack on a 32-bit MCU.

Jinteng Jiao, He Li, Yanzhao Feng, Chengdong Qian, Qiang Liu

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator.

Hongxiang Fan, Martin Ferianc, Zhiqiang Que, He Li, Shuanglong Liu, Xinyu Niu, Wayne Luk

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

FAPN: Face Alignment Propagation Network for Face Video Super-Resolution.

Sige Bian, He Li, Feng Yu, Jiyuan Liu, Changjun Song, Yongming Tang

Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022

2021

Adversarial Hardware With Functional and Topological Camouflage.

He Li, Ameer Abdelhadi, Runbin Shi, Jiliang Zhang, Qiang Liu

IEEE Trans. Circuits Syst. II Express Briefs, 2021

On-Chip Trust Evaluation Utilizing TDC-Based Parameter-Adjustable Security Primitive.

Haocheng Ma, Jiaji He, Yanjiang Liu, Jun Kuai, He Li, Leibo Liu, Yiqiang Zhao

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Digit Stability Inference for Iterative Methods Using Redundant Number Representation.

He Li, Ian McInerney, James J. Davis, George A. Constantinides

IEEE Trans. Computers, 2021

FPGA-Accelerated Quantum Computing Emulation and Quantum Key Distillation.

He Li, Yaru Pang

IEEE Micro, 2021

Regularization-Free Structural Pruning for GPU Inference Acceleration.

Chuliang Guo, Yanbing Yang, Li Zhang, Shaodi Wang, He Li, Keyu Long, Xunzhao Yin, Cheng Zhuo

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

An Efficient Network Design for Face Video Super-resolution.

Feng Yu, He Li, Sige Bian, Yongming Tang

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Quantum Most-Significant Digit-First Addition.

He Li, Hongxiang Fan, Jiawei Liang

Proceedings of the 12th International Green and Sustainable Computing Workshops, 2021

Security Enhancements for Approximate Machine Learning.

He Li, Yaru Pang, Jiliang Zhang

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

Enabling Mixed-Timing NoCs for FPGAs: Reconfigurable Synthesizable Synchronization FIFOs.

Ameer M. S. Abdelhadi, He Li

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

A General Video Processing Framework on Edge Computing FPGAs.

Feng Yu, He Li, Rongshi Dai, Yongming Tang

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Reconfigurable Synthesizable Synchronization FIFOs.

Ameer M. S. Abdelhadi, He Li

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

A Reconfigurable Multiple-Precision Floating-Point Dot Product Unit for High-Performance Computing.

Wei Mao, Kai Li, Xinang Xie, Shirui Zhao, He Li, Hao Yu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Joint Sparsity with Mixed Granularity for Efficient GPU Implementation.

Chuliang Guo, Xingang Yan, Yufei Chen, He Li, Xunzhao Yin, Cheng Zhuo

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Real-Time Super-Resolution System of 4K-Video Based on Deep Learning.

Yanpeng Cao, Chengcheng Wang, Changjun Song, Yongming Tang, He Li

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

architect: Arbitrary-Precision Hardware With Digit Elision for Efficient Iterative Compute.

He Li, James J. Davis, John Wickerson, George A. Constantinides

IEEE Trans. Very Large Scale Integr. Syst., 2020

A novel method for malware detection on ML-based visualization technique.

Xinbo Liu, Yaping Lin, He Li, Jiliang Zhang

Comput. Secur., 2020

FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability.

Runbin Shi, Yuhao Ding, Xuechao Wei, He Li, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

ATMPA: attacking machine learning-based malware visualization detection methods via adversarial examples.

Xinbo Liu, Jiliang Zhang, Yaping Lin, He Li

Proceedings of the International Symposium on Quality of Service, 2019

2018

Signal word-level statistical properties-based activation approach for hardware Trojan detection in DSP circuits.

He Li, Qiang Liu, Fuqiang Chen

IET Comput. Digit. Tech., 2018

Adversarial Examples: Attacks on Machine Learning-based Malware Visualization Detection Methods.

Xinbo Liu, Yapin Lin, He Li, Jiliang Zhang

CoRR, 2018

Digit Elision for Arbitrary-accuracy Iterative Computation.

He Li, James J. Davis, John Wickerson, George A. Constantinides

Proceedings of the 25th IEEE Symposium on Computer Arithmetic, 2018

2017

architect: Arbitrary-precision constant-hardware iterative compute.

He Li, James J. Davis, John Wickerson, George A. Constantinides

Proceedings of the International Conference on Field Programmable Technology, 2017

2016

A survey of hardware Trojan threat and defense.

He Li, Qiang Liu, Jiliang Zhang

Integr., 2016

2015

A Survey of Hardware Trojan Detection, Diagnosis and Prevention.

He Li, Qiang Liu, Jiliang Zhang, Yongqiang Lyu

Proceedings of the 14th International Conference on Computer-Aided Design and Computer Graphics, 2015

2014

Hardware Trojan detection acceleration based on word-level statistical properties management.

He Li, Qiang Liu

Proceedings of the 2014 International Conference on Field-Programmable Technology, 2014