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AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow



Haiyan Jiang , Haoyi Xiong , Dongrui Wu , Ji Liu , Dejing Dou

* accepted by Machine Learning 

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Exploring the Common Principal Subspace of Deep Features in Neural Networks



Haoran Liu , Haoyi Xiong , Yaqing Wang , Haozhe An , Dongrui Wu , Dejing Dou

* Main Text with Appendix, accepted by Machine Learning 

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Optimization Variance: Exploring Generalization Properties of DNNs



Xiao Zhang , Dongrui Wu , Haoyi Xiong , Bo Dai

* Work in progress 

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Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review



Dongrui Wu , Weili Fang , Yi Zhang , Liuqing Yang , Xiaodong Xu , Hanbin Luo , Xiang Yu


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Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions



Yuqi Cui , Dongrui Wu , Yifan Xu


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FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief



Zhenhua Shi , Dongrui Wu , Chenfeng Guo , Changming Zhao , Yuqi Cui , Fei-Yue Wang


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EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks



Lubin Meng , Jian Huang , Zhigang Zeng , Xue Jiang , Shan Yu , Tzyy-Ping Jung , Chin-Teng Lin , Ricardo Chavarriaga , Dongrui Wu


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Overcoming Negative Transfer: A Survey



Wen Zhang , Lingfei Deng , Dongrui Wu


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