A type-2 fuzzy logic controller for the liquid-level process. - Dongrui Wu; Woei Wan Tan (FUZZ-IEEE, 2004)

Type-2 FLS Modeling Capability Analysis. - Dongrui Wu; Woei Wan Tan (FUZZ-IEEE, 2005)

Computationally Efficient Type-Reduction Strategies for a Type-2 Fuzzy Logic Controller. - Dongrui Wu; Woei Wan Tan (FUZZ-IEEE, 2005)

The Linguistic Weighted Average. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2006)

Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers. - Dongrui Wu; Woei Wan Tan (Eng. Appl. Artif. Intell., 2006)

Cardinality, Fuzziness, Variance and Skewness of Interval Type-2 Fuzzy Sets. - Jerry M. Mendel; Dongrui Wu (FOCI, 2007)

A Vector Similarity Measure for Interval Type-2 Fuzzy Sets. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2007)

Perceptual Reasoning: A New Computing with Words Engine. - Jerry M. Mendel; Dongrui Wu (GrC, 2007)

A Vector Similarity Measure for Type-1 Fuzzy Sets. - Dongrui Wu; Jerry M. Mendel (IFSA (1), 2007)

Uncertainty measures for interval type-2 fuzzy sets. - Dongrui Wu; Jerry M. Mendel (Inf. Sci., 2007)

Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2007)

Design of Type-Reduction Strategies for Type-2 Fuzzy Logic Systems using Genetic Algorithms. - Woei Wan Tan; Dongrui Wu (Advances in Evolutionary Computing for System Design, 2007)

Perceptual reasoning using interval type-2 fuzzy sets: Properties. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2008)

A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets. - Dongrui Wu; Jerry M. Mendel (Inf. Sci., 2008)

Perceptual Reasoning for Perceptual Computing. - Jerry M. Mendel; Dongrui Wu (IEEE Trans. Fuzzy Syst., 2008)

Corrections to "Aggregation Using the Linguistic Weighted Average and Interval Type-2 Fuzzy Sets". - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2008)

Similarity-based perceptual reasoning for perceptual computing. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2009)

A comparative study of ranking methods, similarity measures and uncertainty measures for interval type-2 fuzzy sets. - Dongrui Wu; Jerry M. Mendel (Inf. Sci., 2009)

Enhanced Karnik-Mendel Algorithms. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2009)

Perceptual Reasoning for Perceptual Computing: A Similarity-Based Approach. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2009)

Enhanced Interval Approach for encoding words into interval type-2 fuzzy sets and convergence of the word FOUs. - Simon Coupland; Jerry M. Mendel; Dongrui Wu (FUZZ-IEEE, 2010)

Examining the continuity of type-1 and interval type-2 fuzzy logic systems. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2010)

Ordered fuzzy weighted averages and ordered linguistic weighted averages. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2010)

Social Judgment Advisor: An application of the Perceptual Computer. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2010)

Efficient algorithms for computing a class of subsethood and similarity measures for interval type-2 fuzzy sets. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2010)

Linguistic summarization using IF-THEN rules. - Dongrui Wu; Jerry M. Mendel; Jhiin Joo (FUZZ-IEEE, 2010)

Interval Type-2 Fuzzy PI Controllers: Why They are More Robust. - Dongrui Wu; Woei Wan Tan (GrC, 2010)

Speech emotion estimation in 3D space. - Dongrui Wu; Thomas D. Parsons; Emily Mower; Shrikanth S. Narayanan (ICME, 2010)

Acoustic feature analysis in speech emotion primitives estimation. - Dongrui Wu; Thomas D. Parsons; Shrikanth S. Narayanan (INTERSPEECH, 2010)

Optimal Arousal Identification and Classification for Affective Computing Using Physiological Signals: Virtual Reality Stroop Task. - Dongrui Wu; Christopher G. Courtney; Brent J. Lance; Shrikanth S. Narayanan; Michael E. Dawson; Kelvin S. Oie; Thomas D. Parsons (IEEE Trans. Affect. Comput., 2010)

Computing With Words for Hierarchical Decision Making Applied to Evaluating a Weapon System. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2010)

Active Class Selection for Arousal Classification. - Dongrui Wu; Thomas D. Parsons (ACII (2), 2011)

Inductive Transfer Learning for Handling Individual Differences in Affective Computing. - Dongrui Wu; Thomas D. Parsons (ACII (2), 2011)

P-Map: An Intuitive Plot to Visualize, Understand, and Compare Variable-Gain PI Controllers. - Dongrui Wu (AIS, 2011)

Solving Zadeh's Magnus challenge problem on linguistic probabilities via Linguistic Weighted Averages. - Mohammad Reza Rajati; Jerry M. Mendel; Dongrui Wu (FUZZ-IEEE, 2011)

Comparison and practical implementation of type-reduction algorithms for type-2 fuzzy sets and systems. - Dongrui Wu; Maowen Nie (FUZZ-IEEE, 2011)

Linguistic Summarization Using IF-THEN Rules and Interval Type-2 Fuzzy Sets. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2011)

On the Continuity of Type-1 and Interval Type-2 Fuzzy Logic Systems. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2011)

A reconstruction decoder for the perceptual computer. - Dongrui Wu (FUZZ-IEEE, 2012)

Fuzzy sets and systems in building closed-loop affective computing systems for human-computer interaction: Advances and new research directions. - Dongrui Wu (FUZZ-IEEE, 2012)

Twelve considerations in choosing between Gaussian and trapezoidal membership functions in interval type-2 fuzzy logic controllers. - Dongrui Wu (FUZZ-IEEE, 2012)

An overview of alternative type-reduction approaches for reducing the computational cost of interval type-2 fuzzy logic controllers. - Dongrui Wu (FUZZ-IEEE, 2012)

Genetic Algorithm Based Feature Selection for Speaker Trait Classification. - Dongrui Wu (INTERSPEECH, 2012)

IEEE CIS Social Media: Have You Joined Our Online Community? [Society Briefs]. - Albert Y. S. Lam; Michael J. Watts; Dongrui Wu; Pablo A. Estévez (IEEE Comput. Intell. Mag., 2012)

Challenges for Perceptual Computer Applications and How They Were Overcome. - Jerry M. Mendel; Dongrui Wu (IEEE Comput. Intell. Mag., 2012)

Study on enhanced Karnik-Mendel algorithms: Initialization explanations and computation improvements. - Xinwang Liu 001; Jerry M. Mendel; Dongrui Wu (Inf. Sci., 2012)

Analytical solution methods for the fuzzy weighted average. - Xinwang Liu 001; Jerry M. Mendel; Dongrui Wu (Inf. Sci., 2012)

On the Fundamental Differences Between Interval Type-2 and Type-1 Fuzzy Logic Controllers. - Dongrui Wu (IEEE Trans. Fuzzy Syst., 2012)

Enhanced Interval Approach for Encoding Words Into Interval Type-2 Fuzzy Sets and Its Convergence Analysis. - Dongrui Wu; Jerry M. Mendel; Simon Coupland (IEEE Trans. Fuzzy Syst., 2012)

Special Issue on Computational Intelligence and Affective Computing [Guest Editorial]. - Dongrui Wu; Christian Wagner 002 (IEEE Comput. Intell. Mag., 2013)

Approaches for Reducing the Computational Cost of Interval Type-2 Fuzzy Logic Systems: Overview and Comparisons. - Dongrui Wu (IEEE Trans. Fuzzy Syst., 2013)

Two Differences Between Interval Type-2 and Type-1 Fuzzy Logic Controllers: Adaptiveness and Novelty. - Dongrui Wu (Advances in Type-2 Fuzzy Sets and Systems, 2013)

Determining interval type-2 fuzzy set models for words using data collected from one subject: Person FOUs. - Jerry M. Mendel; Dongrui Wu (FUZZ-IEEE, 2014)

Designing practical interval type-2 fuzzy logic systems made simple. - Dongrui Wu; Jerry M. Mendel (FUZZ-IEEE, 2014)

Transfer learning and active transfer learning for reducing calibration data in single-trial classification of visually-evoked potentials. - Dongrui Wu; Brent Lance; Vernon Lawhern (SMC, 2014)

A reconstruction decoder for computing with words. - Dongrui Wu (Inf. Sci., 2014)

Online driver's drowsiness estimation using domain adaptation with model fusion. - Dongrui Wu; Chun-Hsiang Chuang; Chin-Teng Lin (ACII, 2015)

Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection. - Dongrui Wu; Vernon J. Lawhern; Brent J. Lance (ACII, 2015)

Effect of different initializations on EKM algorithm. - Syed Moshfeq Salaken; Abbas Khosravi; Saeid Nahavandi; Dongrui Wu (FUZZ-IEEE, 2015)

Linear approximation of Karnik-Mendel type reduction algorithm. - Syed Moshfeq Salaken; Abbas Khosravi; Saeid Nahavandi; Dongrui Wu (FUZZ-IEEE, 2015)

Switch point finding using polynomial regression for fuzzy type reduction algorithms. - Syed Moshfeq Salaken; Abbas Khosravi; Saeid Nahavandi; Dongrui Wu (FUZZ-IEEE, 2015)

Efficient Labeling of EEG Signal Artifacts Using Active Learning. - Vernon Lawhern; David Slayback; Dongrui Wu; Brent J. Lance (SMC, 2015)

Reducing Offline BCI Calibration Effort Using Weighted Adaptation Regularization with Source Domain Selection. - Dongrui Wu; Vernon J. Lawhern; Brent J. Lance (SMC, 2015)

Approximation of centroid end-points and switch points for replacing type reduction algorithms. - Syed Moshfeq Salaken; Abbas Khosravi; Saeid Nahavandi; Dongrui Wu (Int. J. Approx. Reason., 2015)

Agreement rate initialized maximum likelihood estimator for ensemble classifier aggregation and its application in brain-computer interface. - Dongrui Wu; Vernon J. Lawhern; Stephen M. Gordon; Brent J. Lance; Chin-Teng Lin (SMC, 2016)

Offline EEG-based driver drowsiness estimation using enhanced batch-mode active learning (EBMAL) for regression. - Dongrui Wu; Vernon J. Lawhern; Stephen M. Gordon; Brent J. Lance; Chin-Teng Lin (SMC, 2016)

Spectral meta-learner for regression (SMLR) model aggregation: Towards calibrationless brain-computer interface (BCI). - Dongrui Wu; Vernon J. Lawhern; Stephen M. Gordon; Brent J. Lance; Chin-Teng Lin (SMC, 2016)

EEG-Based Driver Drowsiness Estimation Using Convolutional Neural Networks. - Yuqi Cui; Dongrui Wu (ICONIP (2), 2017)

Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach. - He He 004; Dongrui Wu (ICONIP (2), 2017)

Real-Time fMRI-Based Brain Computer Interface: A Review. - Yang Wang; Dongrui Wu (ICONIP (2), 2017)

Generating a fuzzy rule-based brain-state-drift detector by riemann-metric-based clustering. - Yu-Cheng Chang; Yu-Kai Wang; Dongrui Wu; Chin-Teng Lin (SMC, 2017)

Active semi-supervised transfer learning (ASTL) for offline BCI calibration. - Dongrui Wu (SMC, 2017)

The talent planning model and empirical research to the key disciplines in science and technology. - Hao Xu 012; Dongrui Wu; Li-Ning Xing 001; Lan Huang 002 (Clust. Comput., 2017)

Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization. - Dongrui Wu; Vernon J. Lawhern; W. David Hairston; Brent J. Lance (CoRR, 2017)

EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features. - Dongrui Wu; Brent J. Lance; Vernon J. Lawhern; Stephen M. Gordon; Tzyy-Ping Jung; Chin-Teng Lin (CoRR, 2017)

Critique of "A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems". - Jerry M. Mendel; Dongrui Wu (IEEE Trans. Fuzzy Syst., 2017)

Driver Drowsiness Estimation From EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR). - Dongrui Wu; Vernon J. Lawhern; Stephen M. Gordon; Brent J. Lance; Chin-Teng Lin (IEEE Trans. Fuzzy Syst., 2017)

Guest Editorial for the Special Section on Brain Computer Interface (BCI). - Dongrui Wu; Brent J. Lance; Vernon J. Lawhern (IEEE Trans. Fuzzy Syst., 2017)

Online and Offline Domain Adaptation for Reducing BCI Calibration Effort. - Dongrui Wu (IEEE Trans. Hum. Mach. Syst., 2017)

Privacy-Preserving Linear Regression for Brain-Computer Interface Applications. - Anisha Agarwal; Rafael Dowsley; Nicholas D. McKinney; Dongrui Wu; Chin-Teng Lin; Martine De Cock; Anderson C. A. Nascimento (IEEE BigData, 2018)

Sustained Attention Driving Task Analysis based on Recurrent Residual Neural Network using EEG Data. - Yurui Ming; Yu-Kai Wang; Mukesh Prasad; Dongrui Wu; Chin-Teng Lin (FUZZ-IEEE, 2018)

Interval Type-2 Fuzzy Control of Pneumatic Muscle Actuator. - Xiang Huang; Hai-Tao Zhang; Dongrui Wu; Lijun Zhu 001 (ICIRA (1), 2018)

Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant. - He He 004; Dongrui Wu (ICSPCC, 2018)

A Switch-Mode Firefly Algorithm for Global Optimization. - Jian Huang 001; Xiaochao Chen; Dongrui Wu (IEEE Access, 2018)

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

Multi-View Fuzzy Logic System with the Cooperation between Visible and Hidden Views. - Te Zhang; Zhaohong Deng; Dongrui Wu; Shitong Wang 001 (CoRR, 2018)

Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study. - Chenfeng Guo; Dongrui Wu (CoRR, 2018)

Transfer Learning for Brain-Computer Interfaces: An Euclidean Space Data Alignment Approach. - He He 004; Dongrui Wu (CoRR, 2018)

Multi-Tasking Evolutionary Algorithm (MTEA) for Single-Objective Continuous Optimization. - Dongrui Wu; Xianfeng Tan (CoRR, 2018)

A Comment on "A Direct Approach for Determining the Switch Points in the Karnik-Mendel Algorithm". - Chao Chen 007; Dongrui Wu; Jonathan M. Garibaldi; Robert I. John; Jamie Twycross; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2018)

Interval Type-2 Fuzzy Logic Modeling and Control of a Mobile Two-Wheeled Inverted Pendulum. - Jian Huang 001; MyongHyok Ri; Dongrui Wu; Songhyok Ri (IEEE Trans. Fuzzy Syst., 2018)

Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). - Dongrui Wu; Jung-Tai King; Chun-Hsiang Chuang; Chin-Teng Lin; Tzyy-Ping Jung (IEEE Trans. Fuzzy Syst., 2018)

Alzheimer's Disease Brain Network Classification Using Improved Transfer Feature Learning with Joint Distribution Adaptation. - Binglin Wang; Wei Li 086; Wenliang Fan; Xi Chen 002; Dongrui Wu (EMBC, 2019)

Nonlinear Disturbance Observer Based T-S Fuzzy Logic Control of Pneumatic Artificial Muscles. - Cheng Chen; Jian Huang 001; Dongrui Wu (ICARM, 2019)

White-Box Target Attack for EEG-Based BCI Regression Problems. - Lubin Meng; Chin-Teng Lin; Tzyy-Ping Jung; Dongrui Wu (ICONIP (1), 2019)

Channel and Trials Selection for Reducing Covariate Shift in EEG-based Brain-Computer Interfaces. - He He 004; Dongrui Wu (SMC, 2019)

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

EEG-Based Driver Drowsiness Estimation Using Self-Paced Learning with Label Diversity. - Yifan Xu; Dongrui Wu (SSCI, 2019)

Multi-Task Deep Learning With Dynamic Programming for Embryo Early Development Stage Classification From Time-Lapse Videos. - Zihan Liu; Bo Huang; Yuqi Cui; Yifan Xu; Bo Zhang; Lixia Zhu; Yang Wang 030; Lei Jin; Dongrui Wu (IEEE Access, 2019)

In Vitro Fertilization (IVF) Cumulative Pregnancy Rate Prediction From Basic Patient Characteristics. - Bo Zhang 010; Yuqi Cui; Meng Wang 001; Jingjing Li; Lei Jin; Dongrui Wu (IEEE Access, 2019)

Subject adaptation network for EEG data analysis. - Yurui Ming; Weiping Ding 001; Danilo Pelusi; Dongrui Wu; Yu-Kai Wang; Mukesh Prasad; Chin-Teng Lin (Appl. Soft Comput., 2019)

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. - Cheng Cheng; Beitong Zhou; Guijun Ma; Dongrui Wu; Ye Yuan 002 (CoRR, 2019)

Active Stacking for Heart Rate Estimation. - Dongrui Wu; Feifei Liu; Chengyu Liu 001 (CoRR, 2019)

Optimize TSK Fuzzy Systems for Big Data Regression Problems: Mini-Batch Gradient Descent with Regularization, DropRule and AdaBound (MBGD-RDA). - Dongrui Wu; Ye Yuan 002; Yihua Tan (CoRR, 2019)

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

Integration of Nonlinear Disturbance Observer within Proxy-based Sliding Mode Control for Pneumatic Muscle Actuators. - Yu Cao 008; Jian Huang 001; Dongrui Wu; Mengshi Zhang; Caihua Xiong; Zhijun Li 001 (CoRR, 2019)

Protecting Privacy of Users in Brain-Computer Interface Applications. - Anisha Agarwal; Rafael Dowsley; Nicholas D. McKinney; Dongrui Wu; Chin-Teng Lin; Martine De Cock; Anderson C. A. Nascimento (CoRR, 2019)

Canonical Correlation Analysis (CCA) Based Multi-View Learning: An Overview. - Chenfeng Guo; Dongrui Wu (CoRR, 2019)

Optimize TSK Fuzzy Systems for Big Data Classification Problems: Bag of Tricks. - Yuqi Cui; Dongrui Wu (CoRR, 2019)

Multi-View Broad Learning System for Primate Oculomotor Decision Decoding. - Zhenhua Shi; Xiaomo Chen; Changming Zhao; He He 004; Veit Stuphorn; Dongrui Wu (CoRR, 2019)

EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training. - Yuqi Cui; Yifan Xu; Dongrui Wu (CoRR, 2019)

Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces. - Wen Zhang; Dongrui Wu (CoRR, 2019)

Transferability versus Discriminability: Joint Probability Distribution Adaptation (JPDA). - Wen Zhang; Dongrui Wu (CoRR, 2019)

Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. - He He 004; Dongrui Wu (CoRR, 2019)

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

Recommendations on designing practical interval type-2 fuzzy systems. - Dongrui Wu; Jerry M. Mendel (Eng. Appl. Artif. Intell., 2019)

Active learning for regression using greedy sampling. - Dongrui Wu; Chin-Teng Lin; Jian Huang 001 (Inf. Sci., 2019)

Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning. - Zhaohong Deng; Jie Lu 001; Dongrui Wu; Kup-Sze Choi; Shiliang Sun; Yusuke Nojima (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Similarity Measures for Closed General Type-2 Fuzzy Sets: Overview, Comparisons, and a Geometric Approach. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2019)

A Constrained Representation Theorem for Well-Shaped Interval Type-2 Fuzzy Sets, and the Corresponding Constrained Uncertainty Measures. - Dongrui Wu; Hai-Tao Zhang; Jian Huang 001 (IEEE Trans. Fuzzy Syst., 2019)

Multiview Fuzzy Logic System With the Cooperation Between Visible and Hidden Views. - Te Zhang; Zhaohong Deng; Dongrui Wu; Shitong Wang 001 (IEEE Trans. Fuzzy Syst., 2019)

Pool-Based Sequential Active Learning for Regression. - Dongrui Wu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Hand Gesture Recognition Based on Multi-Classification Adaptive Neuro-Fuzzy Inference System and pMMG. - Lei Wang; Jian Huang 001; Dongrui Wu; Tao Duan; Rui Zong; Shicong Jiang (ICARM, 2020)

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

Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. - Ziang Liu 003; Dongrui Wu (IJCNN, 2020)

Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. - Zhenhua Shi; Dongrui Wu; Jian Huang 001; Yu-Kai Wang; Chin-Teng Lin (IJCNN, 2020)

Active Stacking for Heart Rate Estimation. - Dongrui Wu; Chenfeng Guo; Feifei Liu; Chengyu Liu 001 (IJCNN, 2020)

Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation. - Wen Zhang; Dongrui Wu (IJCNN, 2020)

Unsupervised Pool-Based Active Learning for Linear Regression. - Ziang Liu 003; Dongrui Wu (CoRR, 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)

Supervised Enhanced Soft Subspace Clustering (SESSC) for TSK Fuzzy Classifiers. - Yuqi Cui; Huidong Wang; Dongrui Wu (CoRR, 2020)

MBGD-RDA Training and Rule Pruning for Concise TSK Fuzzy Regression Models. - Dongrui Wu (CoRR, 2020)

Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM). - Ziang Liu 003; Hanbin Luo; Weili Fang; Jiajing Liu; Dongrui Wu (CoRR, 2020)

BoostTree and BoostForest for Ensemble Learning. - Changming Zhao; Dongrui Wu; Jian Huang 001; Ye Yuan 002; Hai-Tao Zhang (CoRR, 2020)

Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progresses Since 2016. - Dongrui Wu; Yifan Xu; Bao-Liang Lu (CoRR, 2020)

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

Transfer Learning for Brain-Computer Interfaces: A Complete Pipeline. - Dongrui Wu; Ruimin Peng; Jian Huang 001; Zhigang Zeng (CoRR, 2020)

Overcoming Negative Transfer: A Survey. - Wen Zhang; Lingfei Deng; Dongrui Wu (CoRR, 2020)

EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. - Lubin Meng; Jian Huang 001; Zhigang Zeng; Xue Jiang; Shan Yu; Tzyy-Ping Jung; Chin-Teng Lin; Ricardo Chavarriaga; Dongrui Wu (CoRR, 2020)

Probabilistic linguistic multi-criteria decision-making based on double information under imperfect conditions. - Na Yue; Dongrui Wu; Jia-Liang Xie; Shuili Chen (Fuzzy Optim. Decis. Mak., 2020)

Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data. - Cheng Cheng; Beitong Zhou; Guijun Ma; Dongrui Wu; Ye Yuan 002 (Neurocomputing, 2020)

Set-Membership filtering with incomplete observations. - Yuan Wang; Jian Huang 001; Dongrui Wu; Zhi-Hong Guan; Yan-Wu Wang (Inf. Sci., 2020)

EEG data analysis with stacked differentiable neural computers. - Yurui Ming; Danilo Pelusi; Chieh-Ning Fang; Mukesh Prasad; Yu-Kai Wang; Dongrui Wu; Chin-Teng Lin (Neural Comput. Appl., 2020)

mDixon-based synthetic CT generation via transfer and patch learning. - Xin Song; Pengjiang Qian; Jiamin Zheng; Yizhang Jiang; Kaijian Xia; Bryan J. Traughber; Dongrui Wu; Raymond F. Muzic Jr. (Pattern Recognit. Lett., 2020)

Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach. - He He 004; Dongrui Wu (IEEE Trans. Biomed. Eng., 2020)

Optimize TSK Fuzzy Systems for Classification Problems: Minibatch Gradient Descent With Uniform Regularization and Batch Normalization. - Yuqi Cui; Dongrui Wu; Jian Huang 001 (IEEE Trans. Fuzzy Syst., 2020)

Adaptive Type-2 Fuzzy Neural-Network Control for Teleoperation Systems With Delay and Uncertainties. - Parham Mohsenzadeh Kebria; Abbas Khosravi; Saeid Nahavandi; Dongrui Wu; Fernando Bello (IEEE Trans. Fuzzy Syst., 2020)

On the Functional Equivalence of TSK Fuzzy Systems to Neural Networks, Mixture of Experts, CART, and Stacking Ensemble Regression. - Dongrui Wu; Chin-Teng Lin; Jian Huang 001; Zhigang Zeng (IEEE Trans. Fuzzy Syst., 2020)

Patch Learning. - Dongrui Wu; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2020)

Multitasking Genetic Algorithm (MTGA) for Fuzzy System Optimization. - Dongrui Wu; Xianfeng Tan (IEEE Trans. Fuzzy Syst., 2020)

Optimize TSK Fuzzy Systems for Regression Problems: Minibatch Gradient Descent With Regularization, DropRule, and AdaBound (MBGD-RDA). - Dongrui Wu; Ye Yuan 002; Jian Huang 001; Yihua Tan (IEEE Trans. Fuzzy Syst., 2020)

An Automatic Analog Instrument Reading System Using Computer Vision and Inspection Robot. - Jian Huang 001; Junzhe Wang; Yihua Tan; Dongrui Wu; Yu Cao 008 (IEEE Trans. Instrum. Meas., 2020)

Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. - Xueliang Quan; Dongrui Wu; Mengliang Zhu; Kun Xia; Lingfei Deng (ICONIP (2), 2021)

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

Curse of Dimensionality for TSK Fuzzy Neural Networks: Explanation and Solutions. - Yuqi Cui; Dongrui Wu; Yifan Xu (IJCNN, 2021)

Multi-Task Active Learning for Simultaneous Emotion Classification and Regression. - Xue Jiang; Lubin Meng; Dongrui Wu (SMC, 2021)

Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review. - Dongrui Wu; Weili Fang; Yi Zhang; Liuqing Yang; Xiaodong Xu; Hanbin Luo; Xiang Yu (CoRR, 2021)

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

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 001 (Inf. Sci., 2021)

AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. - Haiyan Jiang; Haoyi Xiong; Dongrui Wu; Ji Liu 003; Dejing Dou (Mach. Learn., 2021)

Unsupervised learning framework for interest point detection and description via properties optimization. - Pei Yan; Yihua Tan; Yuan Tai; Dongrui Wu; Hanbin Luo; Xiaolong Hao (Pattern Recognit., 2021)

Pool-based unsupervised active learning for regression using iterative representativeness-diversity maximization (iRDM). - Ziang Liu 003; Xue Jiang; Hanbin Luo; Weili Fang; Jiajing Liu; Dongrui Wu (Pattern Recognit. Lett., 2021)

Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning. - Zhongzheng Fu; Xinrun He; Enkai Wang; Jun Huo; Jian Huang 001; Dongrui Wu (Sensors, 2021)

An adaptive fuzzy inference approach for color image steganography. - Lili Tang; Dongrui Wu; Honghui Wang; Mingzhi Chen; Jia-Liang Xie (Soft Comput., 2021)

EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. - Xiaotong Gu; Zehong Cao; Alireza Jolfaei; Peng Xu 001; Dongrui Wu; Tzyy-Ping Jung; Chin-Teng Lin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation. - Yizhang Jiang; Xiaoqing Gu; Dongrui Wu; Wenlong Hang; Jing Xue; Shi Qiu 002; Chin-Teng Lin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

A Driving Performance Forecasting System Based on Brain Dynamic State Analysis Using 4-D Convolutional Neural Networks. - Chin-Teng Lin; Chun-Hsiang Chuang; Yu-Chia Hung; Chieh-Ning Fang; Dongrui Wu; Yu-Kai Wang (IEEE Trans. Cybern., 2021)

EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning. - Yurui Ming; Dongrui Wu; Yu-Kai Wang; Yuhui Shi 001; Chin-Teng Lin (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Comprehensive Study of the Efficiency of Type-Reduction Algorithms. - Chao Chen 007; Dongrui Wu; Jonathan M. Garibaldi; Robert I. John; Jamie Twycross; Jerry M. Mendel (IEEE Trans. Fuzzy Syst., 2021)

DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation. - Xinyu Yang; Yuan Zhang 007; Benny Lo; Dongrui Wu; Hongen Liao; Yuan-Ting Zhang (IEEE J. Biomed. Health Informatics, 2021)

EEG-Based Driver Drowsiness Estimation Using an Online Multi-View and Transfer TSK Fuzzy System. - Yizhang Jiang; Yuanpeng Zhang; Chuang Lin 001; Dongrui Wu; Chin-Teng Lin (IEEE Trans. Intell. Transp. Syst., 2021)

Facial Expression Recognition In-the-Wild with Deep Pre-trained Models. - Siyang Li 001; Yifan Xu; Huanyu Wu; Dongrui Wu; Yingjie Yin; Jiajiong Cao; Jingting Ding (ECCV Workshops (6), 2022)

Physiological computing for occupational health and safety in construction: Review, challenges and implications for future research. - Weili Fang; Dongrui Wu; Peter E. D. Love; Lieyun Ding; Hanbin Luo (Adv. Eng. Informatics, 2022)

SSVEP-based brain-computer interfaces are vulnerable to square wave attacks. - Rui Bian; Lubin Meng; Dongrui Wu (Sci. China Inf. Sci., 2022)

Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs. - Siyang Li 001; Huanyu Wu; Lieyun Ding; Dongrui Wu (IEEE Comput. Intell. Mag., 2022)

PyTSK: A Python Toolbox for TSK Fuzzy Systems. - Yuqi Cui; Dongrui Wu; Xue Jiang; Yifan Xu (CoRR, 2022)

Facial Affect Analysis: Learning from Synthetic Data & Multi-Task Learning Challenges. - Siyang Li; Yifan Xu; Huanyu Wu; Dongrui Wu; Yingjie Yin; Jiajiong Cao; Jingting Ding (CoRR, 2022)

Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces. - Xiaoqing Chen; Dongrui Wu (CoRR, 2022)

Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles. - Hong Mo; Yinghui Meng; Fei-Yue Wang 001; Dongrui Wu (IEEE CAA J. Autom. Sinica, 2022)

Exploring the common principal subspace of deep features in neural networks. - Haoran Liu; Haoyi Xiong; Yaqing Wang 002; Haozhe An; Dejing Dou; Dongrui Wu (Mach. Learn., 2022)

Transfer learning for motor imagery based brain-computer interfaces: A tutorial. - Dongrui Wu; Xue Jiang; Ruimin Peng (Neural Networks, 2022)

Gray wolf optimization-based self-organizing fuzzy multi-objective evolution algorithm. - Jialiang Xie; Shanli Zhang; Honghui Wang; Dongrui Wu (Soft Comput., 2022)

Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression. - Dongrui Wu; Jian Huang 001 (IEEE Trans. Affect. Comput., 2022)

Inconsistency-Based Multi-Task Cooperative Learning for Emotion Recognition. - Yifan Xu; Yuqi Cui; Xue Jiang; Yingjie Yin; Jingting Ding; Liang Li; Dongrui Wu (IEEE Trans. Affect. Comput., 2022)

Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016. - Dongrui Wu; Yifan Xu; Bao-Liang Lu (IEEE Trans. Cogn. Dev. Syst., 2022)

Privacy-Preserving Domain Adaptation for Motor Imagery-Based Brain-Computer Interfaces. - Kun Xia; Lingfei Deng; Wlodzislaw Duch; Dongrui Wu (IEEE Trans. Biomed. Eng., 2022)

Network Intrusion Detection Based on Dynamic Intuitionistic Fuzzy Sets. - Jialiang Xie; Honghui Wang; Jonathan M. Garibaldi; Dongrui Wu (IEEE Trans. Fuzzy Syst., 2022)

Adaptive Image Steganography Using Fuzzy Enhancement and Grey Wolf Optimizer. - Jialiang Xie; Honghui Wang; Dongrui Wu (IEEE Trans. Fuzzy Syst., 2022)

Interval Type-2 Fuzzy Disturbance Observer-Based T-S Fuzzy Control for a Pneumatic Flexible Joint. - Cheng Chen; Jian Huang 001; Dongrui Wu; Xikai Tu (IEEE Trans. Ind. Electron., 2022)

An interval type-2 fuzzy edge detection and matrix coding approach for color image adaptive steganography. - Lili Tang; Jialiang Xie; Dongrui Wu (Multim. Tools Appl., 2022)

Accurate, Secure and Privacy-Preserving Brain-Computer Interfaces: Keynote Address. - Dongrui Wu (ICIS, 2023)

Program Chair Message. - Dongrui Wu; Yinghui Wang 001; Xiaojun Wu 001 (ICIS, 2023)

DARC: High-dimensional Diffusing Anomaly Detection and Root Cause Location in Cloud Computing Systems. - Wanning Sun; Xuhua Ma; Ruimin Peng; Yifan Xu; Dongrui Wu (IEEE Big Data, 2023)

Zero-Sum Game Based Secure Tracking Control of UAV Against FDI Attacks Using Fixed-Time Convergent Reinforcement Learning. - Zhenyu Gong; Feisheng Yang; Dongrui Wu (CDC, 2023)

WAVELET2VEC: A Filter Bank Masked Autoencoder for EEG-Based Seizure Subtype Classification. - Ruimin Peng; Changming Zhao; Yifan Xu; Jun Jiang; Guangtao Kuang; Jianbo Shao; Dongrui Wu (ICASSP, 2023)

Semi-Supervised Generalized Source-Free Domain Adaptation (SSG-SFDA). - Jiayu An; Changming Zhao; Dongrui Wu (IJCNN, 2023)

Cross-Modal Diversity-Based Active Learning for Multi-Modal Emotion Estimation. - Yifan Xu; Lubin Meng; Ruimin Peng; Yingjie Yin; Jingting Ding; Liang Li; Dongrui Wu (IJCNN, 2023)

Deformable Object Manipulation Using Human Demonstration Enhanced Deep Deterministic Policy Gradient. - Zihao Dong; Jian Huang 001; Haoyuan Wang; Bo Yang 059; Dongrui Wu; Yaonan Zhu; Yasuhisa Hasegawa (MHS, 2023)

Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability. - Haoyi Xiong; Xuhong Li 002; Boyang Yu; Zhanxing Zhu; Dongrui Wu; Dejing Dou (CoRR, 2023)

Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach. - Zhenbang Du; Jiayu An; Jiahao Hong; Dongrui Wu (CoRR, 2023)

Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification. - Wen Zhang; Dongrui Wu (IEEE Trans. Cogn. Dev. Syst., 2023)

Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption. - Yuanpeng Zhang; Kaijian Xia; Yizhang Jiang; Pengjiang Qian; Weiwei Cai 001; Chengyu Qiu; Khin Wee Lai; Dongrui Wu (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Layer Normalization for TSK Fuzzy System Optimization in Regression Problems. - Yuqi Cui; Yifan Xu; Ruimin Peng; Dongrui Wu (IEEE Trans. Fuzzy Syst., 2023)

Type-1 and Interval Type-2 Fuzzy Systems [AI- eXplained]. - Dongrui Wu; Ruimin Peng; Jerry M. Mendel (IEEE Comput. Intell. Mag., 2023)

A Survey on Negative Transfer. - Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu (IEEE CAA J. Autom. Sinica, 2023)

CIS Publication Spotlight [Publication Spotlight]. - Yongduan Song; Dongrui Wu; Carlos A. Coello Coello; Georgios N. Yannakakis; Huajin Tang; Yiu-Ming Cheung; Hussein A. Abbass (IEEE Comput. Intell. Mag., 2023)

Adversarial robustness benchmark for EEG-based brain-computer interfaces. - Lubin Meng; Xue Jiang; Dongrui Wu (Future Gener. Comput. Syst., 2023)

BoostTree and BoostForest for Ensemble Learning. - Changming Zhao; Dongrui Wu; Jian Huang 001; Ye Yuan 002; Hai-Tao Zhang; Ruimin Peng; Zhenhua Shi (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Active poisoning: efficient backdoor attacks on transfer learning-based brain-computer interfaces. - Xue Jiang; Lubin Meng; Siyang Li 001; Dongrui Wu (Sci. China Inf. Sci., 2023)

Affective Brain-Computer Interfaces (aBCIs): A Tutorial. - Dongrui Wu; Bao-Liang Lu; Bin Hu 001; Zhigang Zeng (Proc. IEEE, 2023)

Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. - Kun Xia; Wlodzislaw Duch; Yu Sun 014; Kedi Xu 001; Weili Fang; Hanbin Luo; Yi Zhang 029; Dong Sang; Xiaodong Xu; Fei-Yue Wang 001; Dongrui Wu (IEEE Trans. Comput. Soc. Syst., 2023)

Distributed Nash Equilibrium Seeking for Games with Nonlinear Players via Fuzzy Adaptive Control. - Ying Chen; Qian Ma 001; Dongrui Wu (FUZZ, 2024)

Semi-Supervised Domain Adaptation for Eeg-Based Sleep Stage Classification. - Shitao Zheng; Dongrui Wu (ICASSP, 2024)

TMMM: Transformer in Multimodal Sentiment Analysis under Missing Modalities. - Huanyu Wu; Siyang Li 001; Dongrui Wu (IJCNN, 2024)

Time-Aware Attention-Based Transformer (TAAT) for Cloud Computing System Failure Prediction. - Lingfei Deng; Yunong Wang; Haoran Wang; Xuhua Ma; Xiaoming Du; Xudong Zheng; Dongrui Wu (KDD, 2024)

Protecting Multiple Types of Privacy Simultaneously in EEG-Based Brain-Computer Interfaces. - Lubin Meng; Xue Jiang; Tianwang Jia; Dongrui Wu (SMC, 2024)

Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification. - Ruimin Peng; Jiayu An; Dongrui Wu (SMC, 2024)

A CSP-based retraining framework for motor imagery based brain-computer interfaces. - Xue Jiang; Lubin Meng; Xinru Chen; Dongrui Wu (Sci. China Inf. Sci., 2024)

Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs. - Xiaoqing Chen; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

User-wise Perturbations for User Identity Protection in EEG-Based BCIs. - Xiaoqing Chen; Siyang Li 001; Yunlu Tu; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces. - Tianwang Jia; Lubin Meng; Siyang Li 001; Jiajing Liu; Dongrui Wu (CoRR, 2024)

Semi-Supervised Transfer Boosting (SS-TrBoosting). - Lingfei Deng; Changming Zhao; Zhenbang Du; Kun Xia; Dongrui Wu (CoRR, 2024)

Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces. - Huanyu Wu; Siyang Li 001; Dongrui Wu (CoRR, 2024)

Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification. - Xinru Chen; Jiayu An; Huanyu Wu; Siyang Li 001; Bin Liu; Dongrui Wu (CoRR, 2024)

Accurate, Robust and Privacy-Preserving Brain-Computer Interface Decoding. - Xiaoqing Chen; Tianwang Jia; Dongrui Wu (CoRR, 2024)

Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification. - Ruimin Peng; Zhenbang Du; Changming Zhao; Jingwei Luo; Wenzhong Liu; Xinxing Chen; Dongrui Wu (CoRR, 2024)

Cross-Species and Cross-Modality Epileptic Seizure Detection via Multi-Space Alignment. - Z. Wang; S. Li; Dongrui Wu (CoRR, 2024)

Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks. - Haotian Fu; Peng Zhang; Song Yang; Herui Zhang; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Gated parametric neuron for spike-based audio recognition. - Haoran Wang; Herui Zhang; Siyang Li 001; Dongrui Wu (Neurocomputing, 2024)

Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces. - Lubin Meng; Xue Jiang; Xiaoqing Chen; Wenzhong Liu; Hanbin Luo; Dongrui Wu (Inf. Fusion, 2024)

CSP-Net: Common spatial pattern empowered neural networks for EEG-based motor imagery classification. - Xue Jiang; Lubin Meng; Xinru Chen; Yifan Xu; Dongrui Wu (Knowl. Based Syst., 2024)

Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Jingwei Luo; Jiajing Liu; Dongrui Wu (Neural Networks, 2024)

Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition. - Yifan Xu; Xue Jiang; Dongrui Wu (IEEE Trans. Affect. Comput., 2024)

CIS Publication Spotlight [Publication Spotlight]. - Yongduan Song; Dongrui Wu; Carlos A. Coello Coello; Georgios N. Yannakakis; Huajin Tang; Yiu-ming Cheung (IEEE Comput. Intell. Mag., 2024)

T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. - Siyang Li 001; Ziwei Wang 009; Hanbin Luo; Lieyun Ding; Dongrui Wu (IEEE Trans. Biomed. Eng., 2024)

Future-generation attack and defense in neural networks. - Yang Li 055; Dongrui Wu; Suhang Wang (Future Gener. Comput. Syst., 2024)

Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. - Haoyi Xiong; Xuhong Li 002; Boyang Yu; Dongrui Wu; Zhanxing Zhu; Dejing Dou (Mach. Learn. Sci. Technol., 2024)

Bagging and Boosting Fine-Tuning for Ensemble Learning. - Changming Zhao; Ruimin Peng; Dongrui Wu (IEEE Trans. Artif. Intell., 2024)

Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification. - Xue Jiang; Lubin Meng; Ziwei Wang 009; Dongrui Wu (IEEE Trans. Biomed. Eng., 2024)

Semisupervised Transfer Boosting (SS-TrBoosting). - Lingfei Deng; Changming Zhao; Zhenbang Du; Kun Xia; Dongrui Wu (IEEE Trans. Artif. Intell., 2024)

CIS Publication Spotlight [Publication Spotlight]. - Yongduan Song; Dongrui Wu; Carlos A. Coello Coello; Georgios N. Yannakakis; Yiu-ming Cheung; Hussein A. Abbass (IEEE Comput. Intell. Mag., 2024)

Human-Robot collaboration in construction: Robot design, perception and Interaction, and task allocation and execution. - Jiajing Liu; Hanbin Luo; Dongrui Wu (Adv. Eng. Informatics, 2025)

TSPT: Two-Step Prompt Tuning for class-incremental novel class discovery. - Jiayu An; Zhenbang Du; Herui Zhang; Dongrui Wu (Knowl. Based Syst., 2025)

Time-frequency transform based EEG data augmentation for brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

MVCNet: Multi-view contrastive network for motor imagery classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

Data alignment based adversarial defense benchmark for EEG-based BCIs. - Xiaoqing Chen; Tianwang Jia; Dongrui Wu (Neural Networks, 2025)

A lightweight spiking neural network for EEG-based motor imagery classification. - Herui Zhang; Haoran Wang; Jiayu An; Shitao Zheng; Dongrui Wu (Neural Networks, 2025)

Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies. - Siyang Li 001; Hongbin Wang 009; Xiaoqing Chen; Dongrui Wu (CoRR, 2025)

Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces. - Dongrui Wu (CoRR, 2025)

Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Wei Li; Dongrui Wu (CoRR, 2025)

Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification. - Dingkun Liu; Siyang Li 001; Ziwei Wang 009; Wei Li; Dongrui Wu (CoRR, 2025)

Spiking Neural Network for Intra-cortical Brain Signal Decoding. - Song Yang; Haotian Fu; Herui Zhang; Peng Zhang; Wei Li; Dongrui Wu (CoRR, 2025)

CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition. - Siyuan Kan; Huanyu Wu; Zhenyao Cui; Fan Huang; Xiaolong Xu; Dongrui Wu (CoRR, 2025)

SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding. - Hongbin Wang 009; Zhihong Jia; Yuanzhong Shen; Ziwei Wang 009; Siyang Li 001; Kai Shu; Feng Hu; Dongrui Wu (CoRR, 2025)

CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm. - Dingkun Liu; Zhu Chen; Dongrui Wu (CoRR, 2025)

Magnetoencephalography (MEG) Based Non-Invasive Chinese Speech Decoding. - Zhihong Jia; Hongbin Wang 009; Yuanzhong Shen; Feng Hu; Jiayu An; Kai Shu; Dongrui Wu (CoRR, 2025)

DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding. - Ziwei Wang 009; Hongbin Wang 009; Tianwang Jia; Xingyi He; Siyang Li 001; Dongrui Wu (CoRR, 2025)

AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding. - Xiaoqing Chen; Siyang Li; Dongrui Wu (CoRR, 2025)

MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification. - Dingkun Liu; Zhu Chen; Jingwei Luo; Shijie Lian; Dongrui Wu (CoRR, 2025)

CIS Publication Spotlight [Publication Spotlight]. - Yongduan Song; Dongrui Wu; Carlos A. Coello Coello; Georgios N. Yannakakis; Huajin Tang; Yiu-Ming Cheung; Jun Wang 002 (IEEE Comput. Intell. Mag., 2025)