Winograd convolution: a perspective from fault tolerance. - Xinghua Xue; Haitong Huang; Cheng Liu 008; Tao Luo 014; Lei Zhang 008; Ying Wang 001 (DAC, 2022)

Reliability Analysis of Vision Transformers. - Xinghua Xue; Cheng Liu 008; Ying Wang 001; Bing Yang; Tao Luo 014; Lei Zhang 008; Huawei Li 001; Xiaowei Li 001 (CoRR, 2023)

ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Vision Transformers. - Xinghua Xue; Cheng Liu 008; Haitong Huang; Ying Wang 001; Bing Yang; Tao Luo 014; Lei Zhang 008; Huawei Li 001; Xiaowei Li 001 (CoRR, 2023)

MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing. - Haitong Huang; Cheng Liu 008; Xinghua Xue; Ying Wang 001; Huawei Li 001; Xiaowei Li 001 (CoRR, 2023)

Statistical Modeling of Soft Error Influence on Neural Networks. - Haitong Huang; Xinghua Xue; Cheng Liu 008; Ying Wang 001; Tao Luo 014; Long Cheng 003; Huawei Li 001; Xiaowei Li 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance. - Xinghua Xue; Cheng Liu 008; Bo Liu 018; Haitong Huang; Ying Wang 001; Tao Luo 014; Lei Zhang 008; Huawei Li 001; Xiaowei Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2023)

Soft Error Reliability Analysis of Vision Transformers. - Xinghua Xue; Cheng Liu 008; Ying Wang 001; Bing Yang; Tao Luo 014; Lei Zhang 008; Huawei Li 001; Xiaowei Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2023)

Adaptive Soft Error Protection for Deep Learning. - Xinghua Xue; Cheng Liu (CoRR, 2024)

MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing. - Haitong Huang; Cheng Liu 008; Xinghua Xue; Bo Liu 018; Huawei Li 001; Xiaowei Li 001 (IEEE Trans. Very Large Scale Integr. Syst., 2024)