He Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

High Energy Physics

Gpu Implementation

Top Venues

IEEE Trans. Computers

Publications

Zhiqiang Que, Minghao Zhang, Hongxiang Fan, He Li, Ce Guo, Wayne Luk
Low Latency Variational Autoencoder on FPGAs. IEEE J. Emerg. Sel. Topics Circuits Syst. 14 (2) (2024)
Zhiqiang Que, Hongxiang Fan, Marcus Loo, He Li, Michaela Blott, Maurizio Pierini, Alexander D. Tapper, Wayne Luk
LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics. ACM Trans. Embed. Comput. Syst. 23 (2) (2024)
Hongxiang Fan, Mark Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk
When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA. DAC (2023)
Hongxiang Fan, Hao Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk
When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA. CoRR (2023)
Changjun Song, Yongming Tang, Jiyuan Liu, Sige Bian, Danni Deng, He Li
MSDF-SGD: Most-Significant Digit-First Stochastic Gradient Descent for Arbitrary-Precision Training. FPL (2023)
He Li, Jiawei Liang, Hongxiang Fan, Yongming Tang
Design Space Exploration for Efficient Quantum Most-Significant Digit-First Arithmetic. IEEE Trans. Computers 72 (6) (2023)
Zhiqiang Que, Hiroki Nakahara, Hongxiang Fan, He Li, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Eriko Nurvitadhi, Wayne Luk
Remarn: A Reconfigurable Multi-threaded Multi-core Accelerator for Recurrent Neural Networks. ACM Trans. Reconfigurable Technol. Syst. 16 (1) (2023)
Sige Bian, He Li, Chengcheng Wang, Changjun Song, Yongming Tang
MSBF-LSTM: Most-significant Bit-first LSTM Accelerators with Energy Efficiency Optimisations. FCCM (2023)
Wei Mao, Kai Li, Quan Cheng, Liuyao Dai, Boyu Li, Xinang Xie, He Li, Longyang Lin, Hao Yu
A Configurable Floating-Point Multiple-Precision Processing Element for HPC and AI Converged Computing. IEEE Trans. Very Large Scale Integr. Syst. 30 (2) (2022)
Sige Bian, He Li, Feng Yu, Jiyuan Liu, Changjun Song, Yongming Tang
FAPN: Face Alignment Propagation Network for Face Video Super-Resolution. ACCV (Workshops) (2022)
Chuliang Guo, Yanbing Yang, Li Zhang, Shaodi Wang, He Li, Keyu Long, Xunzhao Yin, Cheng Zhuo
Regularization-Free Structural Pruning for GPU Inference Acceleration. ISQED (2021)
He Li, Hongxiang Fan, Jiawei Liang
Quantum Most-Significant Digit-First Addition. IGSC (2021)
Chuliang Guo, Xingang Yan, Yufei Chen, He Li, Xunzhao Yin, Cheng Zhuo
Joint Sparsity with Mixed Granularity for Efficient GPU Implementation. DATE (2021)
Feng Yu, He Li, Rongshi Dai, Yongming Tang
A General Video Processing Framework on Edge Computing FPGAs. FCCM (2021)
Ameer M. S. Abdelhadi, He Li
Reconfigurable Synthesizable Synchronization FIFOs. FCCM (2021)
Feng Yu, He Li, Sige Bian, Yongming Tang
An Efficient Network Design for Face Video Super-resolution. ICCVW (2021)
Ameer M. S. Abdelhadi, He Li
Enabling Mixed-Timing NoCs for FPGAs: Reconfigurable Synthesizable Synchronization FIFOs. FPL (2021)
Haocheng Ma, Jiaji He, Yanjiang Liu, Jun Kuai, He Li, Leibo Liu, Yiqiang Zhao
On-Chip Trust Evaluation Utilizing TDC-Based Parameter-Adjustable Security Primitive. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
He Li, Ameer Abdelhadi, Runbin Shi, Jiliang Zhang, Qiang Liu
Adversarial Hardware With Functional and Topological Camouflage. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
He Li, Yaru Pang
FPGA-Accelerated Quantum Computing Emulation and Quantum Key Distillation. IEEE Micro 41 (4) (2021)
Yanpeng Cao, Chengcheng Wang, Changjun Song, Yongming Tang, He Li
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning. ASAP (2021)
He Li, Ian McInerney, James J. Davis, George A. Constantinides
Digit Stability Inference for Iterative Methods Using Redundant Number Representation. IEEE Trans. Computers 70 (7) (2021)
He Li, Yaru Pang, Jiliang Zhang
Security Enhancements for Approximate Machine Learning. ACM Great Lakes Symposium on VLSI (2021)
He Li, Ian McInerney, James J. Davis, George A. Constantinides
Digit Stability Inference for Iterative Methods Using Redundant Number Representation. CoRR (2020)
Runbin Shi, Yuhao Ding, Xuechao Wei, He Li, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding
FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability. DAC (2020)
He Li, James J. Davis, John Wickerson, George A. Constantinides
architect: Arbitrary-Precision Hardware With Digit Elision for Efficient Iterative Compute. IEEE Trans. Very Large Scale Integr. Syst. 28 (2) (2020)
He Li, James J. Davis, John Wickerson, George A. Constantinides
ARCHITECT: Arbitrary-precision Hardware with Digit Elision for Efficient Iterative Compute. CoRR (2019)
He Li, James J. Davis, John Wickerson, George A. Constantinides
Digit Elision for Arbitrary-accuracy Iterative Computation. ARITH (2018)
He Li, James J. Davis, John Wickerson, George A. Constantinides
architect: Arbitrary-precision constant-hardware iterative compute. FPT (2017)