OMG - Emotion Challenge Solution. - Yuqi Cui; Xiao Zhang 035; Yang Wang 030; Chenfeng Guo; Dongrui Wu (CoRR, 2018)

Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces. - Xue Jiang; Xiao Zhang 035; Dongrui Wu (SSCI, 2019)

On the Vulnerability of CNN Classifiers in EEG-Based BCIs. - Xiao Zhang 035; Dongrui Wu (CoRR, 2019)

Universal Adversarial Perturbations for CNN Classifiers in EEG-Based BCIs. - Zihan Liu; Xiao Zhang 035; Dongrui Wu (CoRR, 2019)

Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. - Xiao Zhang 035; Dongrui Wu (ICLR, 2020)

Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. - Xiao Zhang 035; Dongrui Wu; Lieyun Ding; Hanbin Luo; Chin-Teng Lin; Tzyy-Ping Jung (CoRR, 2020)

Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs. - Xiao Zhang 035; Dongrui Wu (CoRR, 2020)

Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. - Xiao Zhang 035; Haoyi Xiong; Dongrui Wu (IJCAI, 2021)

Optimization Variance: Exploring Generalization Properties of DNNs. - Xiao Zhang 035; Dongrui Wu; Haoyi Xiong; Bo Dai 002 (CoRR, 2021)