He Li

Orcid: 0000-0002-1540-189X

Affiliations:
  • University of Cambridge, United Kingdom
  • Imperial College London, Westminster, United Kingdom (former)


According to our database1, He Li authored at least 27 papers between 2017 and 2023.

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Bibliography

2023
Design Space Exploration for Efficient Quantum Most-Significant Digit-First Arithmetic.
IEEE Trans. Computers, June, 2023

Remarn: A Reconfigurable Multi-threaded Multi-core Accelerator for Recurrent Neural Networks.
ACM Trans. Reconfigurable Technol. Syst., March, 2023

When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA.
CoRR, 2023

MSDF-SGD: Most-Significant Digit-First Stochastic Gradient Descent for Arbitrary-Precision Training.
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.
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.
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.
IEEE Trans. Very Large Scale Integr. Syst., 2022

Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

FAPN: Face Alignment Propagation Network for Face Video Super-Resolution.
Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022

2021
Adversarial Hardware With Functional and Topological Camouflage.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

On-Chip Trust Evaluation Utilizing TDC-Based Parameter-Adjustable Security Primitive.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Digit Stability Inference for Iterative Methods Using Redundant Number Representation.
IEEE Trans. Computers, 2021

FPGA-Accelerated Quantum Computing Emulation and Quantum Key Distillation.
IEEE Micro, 2021

Regularization-Free Structural Pruning for GPU Inference Acceleration.
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

An Efficient Network Design for Face Video Super-resolution.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Quantum Most-Significant Digit-First Addition.
Proceedings of the 12th International Green and Sustainable Computing Workshops, 2021

Security Enhancements for Approximate Machine Learning.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

Enabling Mixed-Timing NoCs for FPGAs: Reconfigurable Synthesizable Synchronization FIFOs.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

A General Video Processing Framework on Edge Computing FPGAs.
Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Reconfigurable Synthesizable Synchronization FIFOs.
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.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Joint Sparsity with Mixed Granularity for Efficient GPU Implementation.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Real-Time Super-Resolution System of 4K-Video Based on Deep Learning.
Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020
architect: Arbitrary-Precision Hardware With Digit Elision for Efficient Iterative Compute.
IEEE Trans. Very Large Scale Integr. Syst., 2020

FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2018
Digit Elision for Arbitrary-accuracy Iterative Computation.
Proceedings of the 25th IEEE Symposium on Computer Arithmetic, 2018

2017
architect: Arbitrary-precision constant-hardware iterative compute.
Proceedings of the International Conference on Field Programmable Technology, 2017


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