Haitong Huang

13 papers A* 1A 1Journal 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing.
IEEE Trans. Very Large Scale Integr. Syst.
Haitong Huang, Cheng Liu, Xinghua Xue, Bo Liu, Huawei Li, Xiaowei Li
2023 J jnl
ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Vision Transformers.
CoRR
Xinghua Xue, Cheng Liu, Haitong Huang, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
2023 J jnl
Cross-Layer Optimization for Fault-Tolerant Deep Learning.
CoRR
Qing Zhang, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Huawei Li, Xiaowei Li
2023 J jnl
Deep Learning Accelerator in Loop Reliability Evaluation for Autonomous Driving.
CoRR
Haitong Huang, Cheng Liu
2023 A conf
DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs.
ICCAD
Erjing Luo, Haitong Huang, Cheng Liu, Guoyu Li, Bing Yang, Ying Wang, Huawei Li, Xiaowei Li
2023 J jnl
DeepBurning-MixQ: An Open Source Mixed-Precision Neural Network Accelerator Design Framework for FPGAs.
CoRR
Erjing Luo, Haitong Huang, Cheng Liu, Guoyu Li, Bing Yang, Ying Wang, Huawei Li, Xiaowei Li
2023 J jnl
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance.
IEEE Trans. Very Large Scale Integr. Syst.
Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
2023 J jnl
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance.
CoRR
Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
2023 J jnl
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing.
CoRR
Haitong Huang, Cheng Liu, Xinghua Xue, Ying Wang, Huawei Li, Xiaowei Li
2023 J jnl
Statistical Modeling of Soft Error Influence on Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li
2022 J jnl
Statistical Modeling of Soft Error Influence on Neural Networks.
CoRR
Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li
2022 J jnl
Winograd Convolution: A Perspective from Fault Tolerance.
CoRR
Xinghua Xue, Haitong Huang, Cheng Liu, Ying Wang, Tao Luo, Lei Zhang
2022 A* conf
Winograd convolution: a perspective from fault tolerance.
DAC
Xinghua Xue, Haitong Huang, Cheng Liu, Tao Luo, Lei Zhang, Ying Wang