Xinghua Xue

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Fault Tolerance

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

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

Publications

Xinghua Xue, Cheng Liu
Adaptive Soft Error Protection for Deep Learning. CoRR (2024)
Haitong Huang, Cheng Liu, Xinghua Xue, Bo Liu, Huawei Li, Xiaowei Li
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing. IEEE Trans. Very Large Scale Integr. Syst. 32 (7) (2024)
Xinghua Xue, Cheng Liu, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
Reliability Analysis of Vision Transformers. CoRR (2023)
Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li
Statistical Modeling of Soft Error Influence on Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance. IEEE Trans. Very Large Scale Integr. Syst. 31 (11) (2023)
Xinghua Xue, Cheng Liu, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
Soft Error Reliability Analysis of Vision Transformers. IEEE Trans. Very Large Scale Integr. Syst. 31 (12) (2023)
Haitong Huang, Cheng Liu, Xinghua Xue, Ying Wang, Huawei Li, Xiaowei Li
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing. CoRR (2023)
Xinghua Xue, Cheng Liu, Haitong Huang, Ying Wang, Bing Yang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Vision Transformers. CoRR (2023)
Xinghua Xue, Cheng Liu, Bo Liu, Haitong Huang, Ying Wang, Tao Luo, Lei Zhang, Huawei Li, Xiaowei Li
Exploring Winograd Convolution for Cost-effective Neural Network Fault Tolerance. CoRR (2023)
Xinghua Xue, Haitong Huang, Cheng Liu, Tao Luo, Lei Zhang, Ying Wang
Winograd convolution: a perspective from fault tolerance. DAC (2022)
Haitong Huang, Xinghua Xue, Cheng Liu, Ying Wang, Tao Luo, Long Cheng, Huawei Li, Xiaowei Li
Statistical Modeling of Soft Error Influence on Neural Networks. CoRR (2022)
Xinghua Xue, Haitong Huang, Cheng Liu, Ying Wang, Tao Luo, Lei Zhang
Winograd Convolution: A Perspective from Fault Tolerance. CoRR (2022)