Dongrui Wu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 192

Top Venues

CoRR

IEEE Trans. Fuzzy Syst.

SMC

IEEE Comput. Intell. Mag.

Publications

Xue Jiang, Lubin Meng, Ziwei Wang, Dongrui Wu
Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Shitao Zheng, Dongrui Wu
Semi-Supervised Domain Adaptation for Eeg-Based Sleep Stage Classification. ICASSP (2024)
Lubin Meng, Xue Jiang, Xiaoqing Chen, Wenzhong Liu, Hanbin Luo, Dongrui Wu
Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces. Inf. Fusion 107 (2024)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19 (1) (2024)
Siyang Li, Ziwei Wang, Hanbin Luo, Lieyun Ding, Dongrui Wu
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Haoyi Xiong, Xuhong Li, Boyang Yu, Dongrui Wu, Zhanxing Zhu, Dejing Dou
Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. Mach. Learn. Sci. Technol. 5 (1) (2024)
Lingfei Deng, Changming Zhao, Zhenbang Du, Kun Xia, Dongrui Wu
Semisupervised Transfer Boosting (SS-TrBoosting). IEEE Trans. Artif. Intell. 5 (7) (2024)
Ziwei Wang, Siyang Li, Jingwei Luo, Jiajing Liu, Dongrui Wu
Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces. Neural Networks 176 (2024)
Ying Chen, Qian Ma, Dongrui Wu
Distributed Nash Equilibrium Seeking for Games with Nonlinear Players via Fuzzy Adaptive Control. FUZZ (2024)
Changming Zhao, Ruimin Peng, Dongrui Wu
Bagging and Boosting Fine-Tuning for Ensemble Learning. IEEE Trans. Artif. Intell. 5 (4) (2024)
Yang Li, Dongrui Wu, Suhang Wang
Future-generation attack and defense in neural networks. Future Gener. Comput. Syst. 152 (2024)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Yiu-ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19 (3) (2024)
Lingfei Deng, Yunong Wang, Haoran Wang, Xuhua Ma, Xiaoming Du, Xudong Zheng, Dongrui Wu
Time-Aware Attention-Based Transformer (TAAT) for Cloud Computing System Failure Prediction. KDD (2024)
Jiayu An, Changming Zhao, Dongrui Wu
Semi-Supervised Generalized Source-Free Domain Adaptation (SSG-SFDA). IJCNN (2023)
Yuqi Cui, Yifan Xu, Ruimin Peng, Dongrui Wu
Layer Normalization for TSK Fuzzy System Optimization in Regression Problems. IEEE Trans. Fuzzy Syst. 31 (1) (2023)
Xue Jiang, Lubin Meng, Siyang Li, Dongrui Wu
Active poisoning: efficient backdoor attacks on transfer learning-based brain-computer interfaces. Sci. China Inf. Sci. 66 (8) (2023)
Kun Xia, Wlodzislaw Duch, Yu Sun, Kedi Xu, Weili Fang, Hanbin Luo, Yi Zhang, Dong Sang, Xiaodong Xu, Fei-Yue Wang, Dongrui Wu
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Dongrui Wu
Accurate, Secure and Privacy-Preserving Brain-Computer Interfaces: Keynote Address. ICIS (2023)
Dongrui Wu, Ruimin Peng, Jerry M. Mendel
Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Ruimin Peng, Changming Zhao, Yifan Xu, Jun Jiang, Guangtao Kuang, Jianbo Shao, Dongrui Wu
WAVELET2VEC: A Filter Bank Masked Autoencoder for EEG-Based Seizure Subtype Classification. ICASSP (2023)
Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejing Dou
Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability. CoRR (2023)
Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang, Ruimin Peng, Zhenhua Shi
BoostTree and BoostForest for Ensemble Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Dongrui Wu, Bao-Liang Lu, Bin Hu, Zhigang Zeng
Affective Brain-Computer Interfaces (aBCIs): A Tutorial. Proc. IEEE 111 (10) (2023)
Zhenbang Du, Jiayu An, Jiahao Hong, Dongrui Wu
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach. CoRR (2023)
Zhenyu Gong, Feisheng Yang, Dongrui Wu
Zero-Sum Game Based Secure Tracking Control of UAV Against FDI Attacks Using Fixed-Time Convergent Reinforcement Learning. CDC (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (4) (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (2) (2023)
Wen Zhang, Lingfei Deng, Lei Zhang, Dongrui Wu
A Survey on Negative Transfer. IEEE CAA J. Autom. Sinica 10 (2) (2023)
Wen Zhang, Dongrui Wu
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification. IEEE Trans. Cogn. Dev. Syst. 15 (2) (2023)
Yifan Xu, Lubin Meng, Ruimin Peng, Yingjie Yin, Jingting Ding, Liang Li, Dongrui Wu
Cross-Modal Diversity-Based Active Learning for Multi-Modal Emotion Estimation. IJCNN (2023)
Wanning Sun, Xuhua Ma, Ruimin Peng, Yifan Xu, Dongrui Wu
DARC: High-dimensional Diffusing Anomaly Detection and Root Cause Location in Cloud Computing Systems. BigData (2023)
Zihao Dong, Jian Huang, Haoyuan Wang, Bo Yang, Dongrui Wu, Yaonan Zhu, Yasuhisa Hasegawa
Deformable Object Manipulation Using Human Demonstration Enhanced Deep Deterministic Policy Gradient. MHS (2023)
Dongrui Wu, Yinghui Wang, Xiaojun Wu
Program Chair Message. ICIS (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Yuanpeng Zhang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian, Weiwei Cai, Chengyu Qiu, Khin Wee Lai, Dongrui Wu
Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Lubin Meng, Xue Jiang, Dongrui Wu
Adversarial robustness benchmark for EEG-based brain-computer interfaces. Future Gener. Comput. Syst. 143 (2023)
Yifan Xu, Yuqi Cui, Xue Jiang, Yingjie Yin, Jingting Ding, Liang Li, Dongrui Wu
Inconsistency-Based Multi-Task Cooperative Learning for Emotion Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
Jialiang Xie, Honghui Wang, Jonathan M. Garibaldi, Dongrui Wu
Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Hong Mo, Yinghui Meng, Fei-Yue Wang, Dongrui Wu
Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles. IEEE CAA J. Autom. Sinica 9 (9) (2022)
Siyang Li, Huanyu Wu, Lieyun Ding, Dongrui Wu
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs. IEEE Comput. Intell. Mag. 17 (4) (2022)
Lili Tang, Jialiang Xie, Dongrui Wu
An interval type-2 fuzzy edge detection and matrix coding approach for color image adaptive steganography. Multim. Tools Appl. 81 (27) (2022)
Rui Bian, Lubin Meng, Dongrui Wu
SSVEP-based brain-computer interfaces are vulnerable to square wave attacks. Sci. China Inf. Sci. 65 (4) (2022)
Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dejing Dou, Dongrui Wu
Exploring the common principal subspace of deep features in neural networks. Mach. Learn. 111 (3) (2022)
Cheng Chen, Jian Huang, Dongrui Wu, Xikai Tu
Interval Type-2 Fuzzy Disturbance Observer-Based T-S Fuzzy Control for a Pneumatic Flexible Joint. IEEE Trans. Ind. Electron. 69 (6) (2022)
Jialiang Xie, Honghui Wang, Dongrui Wu
Adaptive Image Steganography Using Fuzzy Enhancement and Grey Wolf Optimizer. IEEE Trans. Fuzzy Syst. 30 (11) (2022)
Yuqi Cui, Dongrui Wu, Xue Jiang, Yifan Xu
PyTSK: A Python Toolbox for TSK Fuzzy Systems. CoRR (2022)
Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding
Facial Affect Analysis: Learning from Synthetic Data & Multi-Task Learning Challenges. CoRR (2022)
Dongrui Wu, Jian Huang
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression. IEEE Trans. Affect. Comput. 13 (1) (2022)
Xiaoqing Chen, Dongrui Wu
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces. CoRR (2022)
Dongrui Wu, Xue Jiang, Ruimin Peng
Transfer learning for motor imagery based brain-computer interfaces: A tutorial. Neural Networks 153 (2022)
Kun Xia, Lingfei Deng, Wlodzislaw Duch, Dongrui Wu
Privacy-Preserving Domain Adaptation for Motor Imagery-Based Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 69 (11) (2022)
Dongrui Wu, Yifan Xu, Bao-Liang Lu
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Weili Fang, Dongrui Wu, Peter E. D. Love, Lieyun Ding, Hanbin Luo
Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research. Adv. Eng. Informatics 54 (2022)
Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding
Facial Expression Recognition In-the-Wild with Deep Pre-trained Models. ECCV Workshops (6) (2022)
Jialiang Xie, Shanli Zhang, Honghui Wang, Dongrui Wu
Gray wolf optimization-based self-organizing fuzzy multi-objective evolution algorithm. Soft Comput. 26 (22) (2022)
Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou
Exploring the Common Principal Subspace of Deep Features in Neural Networks. CoRR (2021)
Xiao Zhang, Haoyi Xiong, Dongrui Wu
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. IJCAI (2021)
Xue Jiang, Lubin Meng, Dongrui Wu
Multi-Task Active Learning for Simultaneous Emotion Classification and Regression. SMC (2021)
Ziang Liu, Xue Jiang, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu
Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM). Pattern Recognit. Lett. 142 (2021)
Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110 (8) (2021)
Xinyu Yang, Yuan Zhang, Benny Lo, Dongrui Wu, Hongen Liao, Yuan-Ting Zhang
DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Dongrui Wu, Weili Fang, Yi Zhang, Liuqing Yang, Xiaodong Xu, Hanbin Luo, Xiang Yu
Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review. CoRR (2021)
Chao Chen, Dongrui Wu, Jonathan M. Garibaldi, Robert I. John, Jamie Twycross, Jerry M. Mendel
A Comprehensive Study of the Efficiency of Type-Reduction Algorithms. IEEE Trans. Fuzzy Syst. 29 (6) (2021)
Yuqi Cui, Dongrui Wu, Yifan Xu
Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. IJCNN (2021)
Chin-Teng Lin, Chun-Hsiang Chuang, Yu-Chia Hung, Chieh-Ning Fang, Dongrui Wu, Yu-Kai Wang
A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. IEEE Trans. Cybern. 51 (10) (2021)
Yuqi Cui, Dongrui Wu, Yifan Xu
Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. CoRR (2021)
Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin
EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (5) (2021)
Lili Tang, Dongrui Wu, Honghui Wang, Mingzhi Chen, Jia-Liang Xie
An adaptive fuzzy inference approach for color image steganography. Soft Comput. 25 (16) (2021)
Xiao Zhang, Dongrui Wu, Haoyi Xiong, Bo Dai
Optimization Variance: Exploring Generalization Properties of DNNs. CoRR (2021)
Zhongzheng Fu, Xinrun He, Enkai Wang, Jun Huo, Jian Huang, Dongrui Wu
Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning. Sensors 21 (3) (2021)
Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang
FCM-RDpA: TSK fuzzy regression model construction using fuzzy C-means clustering, regularization, Droprule, and Powerball Adabelief. Inf. Sci. 574 (2021)
Yizhang Jiang, Yuanpeng Zhang, Chuang Lin, Dongrui Wu, Chin-Teng Lin
EEG-Based Driver Drowsiness Estimation Using an Online Multi-View and Transfer TSK Fuzzy System. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Xueliang Quan, Dongrui Wu, Mengliang Zhu, Kun Xia, Lingfei Deng
Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. ICONIP (2) (2021)
Yizhang Jiang, Xiaoqing Gu, Dongrui Wu, Wenlong Hang, Jing Xue, Shi Qiu, Chin-Teng Lin
A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow. CoRR (2021)
Pei Yan, Yihua Tan, Yuan Tai, Dongrui Wu, Hanbin Luo, Xiaolong Hao
Unsupervised learning framework for interest point detection and description via properties optimization. Pattern Recognit. 112 (2021)
Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Xiao Zhang, Dongrui Wu, Lieyun Ding, Hanbin Luo, Chin-Teng Lin, Tzyy-Ping Jung
Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. CoRR (2020)
Ziang Liu, Dongrui Wu
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. CoRR (2020)
Dongrui Wu, Chenfeng Guo, Feifei Liu, Chengyu Liu
Active Stacking for Heart Rate Estimation. IJCNN (2020)
Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan
Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data. Neurocomputing 409 (2020)
Ziang Liu, Hanbin Luo, Weili Fang, Jiajing Liu, Dongrui Wu
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM). CoRR (2020)
Wen Zhang, Dongrui Wu
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation. IJCNN (2020)
Zhenhua Shi, Dongrui Wu, Jian Huang, Yu-Kai Wang, Chin-Teng Lin
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. CoRR (2020)
He He, Dongrui Wu
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Parham Mohsenzadeh Kebria, Abbas Khosravi, Saeid Nahavandi, Dongrui Wu, Fernando Bello
Adaptive Type-2 Fuzzy Neural-Network Control for Teleoperation Systems With Delay and Uncertainties. IEEE Trans. Fuzzy Syst. 28 (10) (2020)
Xiao Zhang, Dongrui Wu
Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. CoRR (2020)
Dongrui Wu, Yifan Xu, Bao-Liang Lu
Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progresses Since 2016. CoRR (2020)
Dongrui Wu, Ruimin Peng, Jian Huang, Zhigang Zeng
Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline. CoRR (2020)
Dongrui Wu, Xianfeng Tan
Multitasking Genetic Algorithm (MTGA) for Fuzzy System Optimization. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Ziang Liu, Dongrui Wu
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. IJCNN (2020)
Ziang Liu, Dongrui Wu
Unsupervised Pool-Based Active Learning for Linear Regression. CoRR (2020)
Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang
FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief. CoRR (2020)
Dongrui Wu, Jerry M. Mendel
Patch Learning. IEEE Trans. Fuzzy Syst. 28 (9) (2020)
Changming Zhao, Dongrui Wu, Jian Huang, Ye Yuan, Hai-Tao Zhang
BoostTree and BoostForest for Ensemble Learning. CoRR (2020)
Jian Huang, Junzhe Wang, Yihua Tan, Dongrui Wu, Yu Cao
An Automatic Analog Instrument Reading System Using Computer Vision and Inspection Robot. IEEE Trans. Instrum. Meas. 69 (9) (2020)
Lei Wang, Jian Huang, Dongrui Wu, Tao Duan, Rui Zong, Shicong Jiang
Hand Gesture Recognition Based on Multi-Classification Adaptive Neuro-Fuzzy Inference System and pMMG. ICARM (2020)
Na Yue, Dongrui Wu, Jia-Liang Xie, Shuili Chen
Probabilistic linguistic multi-criteria decision-making based on double information under imperfect conditions. Fuzzy Optim. Decis. Mak. 19 (4) (2020)
Xiao Zhang, Dongrui Wu
Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. ICLR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dongrui Wu