Robust Control of a Vehicle Steer-by-Wire System Using Adaptive Sliding Mode. - Zhe Sun 009; Jinchuan Zheng; Zhihong Man; Hai Wang 004 (IEEE Trans. Ind. Electron., 2016)

JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features. - Hongru Liang; Haozheng Wang; Jun Wang 023; Shaodi You; Zhe Sun 009; Jin-Mao Wei 001; Zhenglu Yang (COLING, 2018)

HAVAE: Learning Prosodic-Enhanced Representations of Rap Lyrics. - Hongru Liang; Qian Li 016; Haozheng Wang; Hang Li; Jun Wang 023; Zhe Sun 009; Jin-Mao Wei 001; Zhenglu Yang (PRICAI (1), 2018)

Sliding mode-based active disturbance rejection control for vehicle steer-by-wire systems. - Zhe Sun 009; Jinchuan Zheng; Zhihong Man; Hai Wang 004; Renquan Lu (IET Cyper-Phys. Syst.: Theory & Appl., 2018)

Adaptive Integral Terminal Sliding Mode Control for Automobile Electronic Throttle via an Uncertainty Observer and Experimental Validation. - Hai Wang 004; Zhenghao Li; Xiao-Zheng Jin; Yunzhi Huang; Huifang Kong; Ming Yu 002; Zhaowu Ping; Zhe Sun 009 (IEEE Trans. Veh. Technol., 2018)

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals. - Zhiwen Zhang 004; Feng Duan; Jordi Solé-Casals; Josep Dinarès-Ferran; Andrzej Cichocki; Zhenglu Yang; Zhe Sun 009 (IEEE Access, 2019)

A framework for quantum homomorphic encryption with experimental demonstration. - Yu Zhang 009; Li Yu 001; Qi-Ping Su; Zhe Sun 009; Fuqun Wang; Xiao-Qiang Xu; Qingjun Xu; Jin-Shuang Jin; Kefei Chen; Chui-Ping Yang (CoRR, 2019)

Adaptive fuzzy sliding mode control design for vehicle steer-by-wire systems. - Zhe Sun 009; Jinchuan Zheng; Zhihong Man; Hai Wang 004; Ke Shao; Defeng He (J. Intell. Fuzzy Syst., 2019)

The Effect of Treadmill Walking on Gait and Upper Trunk through Linear and Nonlinear Analysis Methods. - Liang Shi; Feng Duan; Yikang Yang; Zhe Sun 009 (Sensors, 2019)

A Novel Multimodal Approach for Hybrid Brain-Computer Interface. - Zhe Sun 009; Zihao Huang 003; Feng Duan; Yu Liu (IEEE Access, 2020)

Collision-avoidance steering control for autonomous vehicles using neural network-based adaptive integral terminal sliding mode. - Zhe Sun 009; Jiayang Zou; Defeng He; Zhihong Man; Jinchuan Zheng (J. Intell. Fuzzy Syst., 2020)

News Content Completion with Location-Aware Image Selection. - Zhengkun Zhang; Jun Wang 023; Adam Jatowt; Zhe Sun 009; Shao-Ping Lu; Zhenglu Yang (AAAI, 2021)

LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract). - Zhengkun Zhang; Jun Wang 023; Zhe Sun 009; Zhenglu Yang (AAAI, 2021)

Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction. - Yao Zhang; Xu Zhang; Jun Wang 023; Hongru Liang; Wenqiang Lei; Zhe Sun 009; Adam Jatowt; Zhenglu Yang (AAAI, 2021)

Data Tampering Attack Design for ROS-Based Object Detection and Tracking Robotic Platform. - Beibei Yu; Mingnan Hu; Zhe Sun 009; Bo Chen 003 (ICCAIS, 2021)

WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks. - Zhe Sun 009; Binghua Li; Feng Duan; Hao Jia; Shan Wang 011; Yu Liu; Andrzej Cichocki; Cesar F. Caiafa; Jordi Solé-Casals (IEEE Access, 2021)

A multimodal emotion recognition method based on facial expressions and electroencephalography. - Ying Tan; Zhe Sun 009; Feng Duan; Jordi Solé-Casals; Cesar F. Caiafa (Biomed. Signal Process. Control., 2021)

A Study of the Brain Network Connectivity in Visual-Word Pairing Associative Learning and Episodic Memory Reactivating Task. - Mingxin Zhang 002; Feng Duan; Shan Wang 011; Kai Zhang; Xuyi Chen; Zhe Sun 009 (Comput. Intell. Neurosci., 2021)

Decoding Premovement Patterns with Task-Related Component Analysis. - Feng Duan; Hao Jia; Zhe Sun 009; Kai Zhang; Yangyang Dai; Yu Zhang 009 (Cogn. Comput., 2021)

L3C-Stereo: Lossless Compression for Stereo Images. - Zihao Huang 003; Zhe Sun 009; Feng Duan; Andrzej Cichocki; Peiying Ruan; Chao Li 013 (CoRR, 2021)

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition. - Yangyang Dai; Feng Duan; Fan Feng; Zhe Sun 009; Yu Zhang 009; Cesar F. Caiafa; Pere Martí-Puig; Jordi Solé-Casals (Entropy, 2021)

Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals. - Binghua Li; Zhiwen Zhang 004; Feng Duan; Zhenglu Yang; Qibin Zhao; Zhe Sun 009; Jordi Solé-Casals (Neurocomputing, 2021)

Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization. - Jin Zhang 003; Fan Feng; Pere Martí-Puig; Cesar F. Caiafa; Zhe Sun 009; Feng Duan; Jordi Solé-Casals (Inf. Sci., 2021)

Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. - José Fernando Adrán Otero; Oscar Soláns Caballer; Pere Martí-Puig; Zhe Sun 009; Toshihisa Tanaka 001; Jordi Solé-Casals (ICASSP, 2022)

Robust Control of a Vehicle Steer-by-Wire System Using Recursive Terminal Sliding Mode. - Zhe Sun 009; Fanjie Huang; Xinan Miao; Bo Chen 003 (ICCA, 2022)

Obstacle-avoidance path planning and tracking control of an autonomous vehicle. - Zhe Sun 009; Shengrui Li; Yiting Hong; Bo Chen 003 (ICCA, 2022)

Robust Control of a 2-DOF Lower Limb Exoskeleton Rehabilitation Robot Using Nonsingular Terminal Sliding Mode. - Zhe Sun 009; Zhipeng Li; Yuan Zhou; Tongxiang Li; Bo Chen 003 (ICCA, 2022)

Data augmentation for Convolutional LSTM based brain computer interface system. - Kahoko Takahashi; Zhe Sun 009; Jordi Solé-Casals; Andrzej Cichocki; Anh Huy Phan 001; Qibin Zhao; Hui-Hai Zhao; Shangkun Deng; Ruggero Micheletto (Appl. Soft Comput., 2022)

Tensor completion algorithms for estimating missing values in multi-channel audio signals. - Wenjian Ding; Zhe Sun 009; Xingxing Wu; Zhenglu Yang; Jordi Solé-Casals; Cesar F. Caiafa (Comput. Electr. Eng., 2022)

Generating news image captions with semantic discourse extraction and contrastive style-coherent learning. - Zhengkun Zhang; Huibin Zhang; Jun Wang 023; Zhe Sun 009; Zhenglu Yang (Comput. Electr. Eng., 2022)

Improving Pre-movement Pattern Detection with Filter Bank Selection. - Hao Jia; Zhe Sun 009; Feng Duan; Yu Zhang 009; Cesar F. Caiafa; Jordi Solé-Casals (CoRR, 2022)

Towards Multi-class Pre-movement Classification. - Hao Jia; Zhe Sun 009; Feng Duan; Yu Zhang 009; Cesar F. Caiafa; Jordi Solé-Casals (CoRR, 2022)

Enabling Temporal-Spectral Decoding in Pre-movement Detection. - Hao Jia; Feng Duan; Yu Zhang 009; Zhe Sun 009; Jordi Solé-Casals (CoRR, 2022)

Attack-Resilient Control Against FDI Attacks in Cyber-Physical Systems. - Bo Chen 003; Yawen Tan; Zhe Sun 009; Li Yu 001 (IEEE CAA J. Autom. Sinica, 2022)

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example. - Feng Duan; Yizhi Lv; Zhe Sun 009; Junhua Li (Neural Process. Lett., 2022)

Domain classifier-based transfer learning for visual attention prediction. - Zhiwen Zhang 004; Feng Duan; Cesar F. Caiafa; Jordi Solé-Casals; Zhenglu Yang; Zhe Sun 009 (World Wide Web, 2022)

TMOVF: A Task-Agnostic Model Ownership Verification Framework. - Zhe Sun 009; Zhongyu Huang; Wangqi Zhao; Yu Zhang 009; Jianzhong Zhang (SMC, 2023)

Brain Simulation and Spiking Neural Networks. - Zhe Sun 009; Vassilis Cutsuridis; Cesar F. Caiafa; Jordi Solé-Casals (Cogn. Comput., 2023)

Fuzzy adaptive recursive terminal sliding mode control for an agricultural omnidirectional mobile robot. - Zhe Sun 009; Shujie Hu; Hao Xie; Hongyu Li; Jinchuan Zheng; Bo Chen 003 (Comput. Electr. Eng., 2023)

A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials. - Zhao Zhang; Shuning Han; Huaihai Yi; Feng Duan; Fei Kang; Zhe Sun 009; Jordi Solé-Casals; Cesar F. Caiafa (Cogn. Comput., 2023)

Underwater sEMG-based recognition of hand gestures using tensor decomposition. - Jianing Xue; Zhe Sun 009; Feng Duan; Cesar F. Caiafa; Jordi Solé-Casals (Pattern Recognit. Lett., 2023)

Privacy-Preserving Multi-Source Domain Adaptation for Medical Data. - Tianyi Han; Xiaoli Gong; Fan Feng; Jin Zhang 003; Zhe Sun 009; Yu Zhang 009 (IEEE J. Biomed. Health Informatics, 2023)

Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis. - Hao Jia; Fan Feng; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun 009; Jordi Solé-Casals (IEEE J. Biomed. Health Informatics, 2023)

Special Issue "Machine Learning Methods for Biomedical Data Analysis". - Cesar F. Caiafa; Zhe Sun 009; Toshihisa Tanaka 001; Pere Martí-Puig; Jordi Solé-Casals (Sensors, 2023)

An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment. - Shuning Han; Zhe Sun 009; Kanhao Zhao; Feng Duan; Cesar F. Caiafa; Yu Zhang 009; Jordi Solé-Casals (BIOSTEC (1), 2024)

Effective network analysis in music listening based on electroencephalogram. - Ying Tan; Zhe Sun 009; Xiangbin Teng; Pauline Larrouy-Maestri; Feng Duan; Shigeki Aoki (Comput. Electr. Eng., 2024)

Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms. - Shurun Wang; Hao Tang; Ryutaro Himeno; Jordi Solé-Casals; Cesar F. Caiafa; Shuning Han; Shigeki Aoki; Zhe Sun 009 (Comput. Methods Programs Biomed., 2024)

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification. - Binghua Li; Jie Mao; Zhe Sun 009; Chao Li 013; Qibin Zhao; Toshihisa Tanaka 001 (CoRR, 2024)

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. - Yixuan Zhou 001; Xing Xu 001; Zhe Sun 009; Jingkuan Song; Andrzej Cichocki; Heng Tao Shen (CoRR, 2024)

Enabling temporal-spectral decoding in multi-class single-side upper limb classification. - Hao Jia; Shuning Han; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun 009; Jordi Solé-Casals (Eng. Appl. Artif. Intell., 2024)

Adaptive fuzzy sliding mode control of uncertain nonholonomic wheeled mobile robot with external disturbance and actuator saturation. - Yunjun Zheng; Jinchuan Zheng; Ke Shao; Han Zhao 007; Zhihong Man; Zhe Sun 009 (Inf. Sci., 2024)

Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease. - Hao Jia; Zihao Huang 003; Cesar F. Caiafa; Feng Duan; Yu Zhang 009; Zhe Sun 009; Jordi Solé-Casals (Cogn. Comput., 2024)

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Zhe Sun 009; Andrzej Cichocki (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Analyzing Cognitive Patterns in Gifted Children Using MRI and Morphometric Similarity Networks. - Shuning Han; Feng Duan; Gemma Vilaseca; Núria Vilaró; Cesar F. Caiafa; Zhe Sun 009; Jordi Solé-Casals (BIOSTEC (1), 2025)

So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning. - Haoran Li 014; Zhibo Zhang; Jiarong Kang; Xun Jiang 001; Xiaoli Gong; Jin Zhang 003; Zhe Sun 009; Andrzej Cichocki (ICASSP, 2025)

Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model. - Haoran Li 014; Zhibo Zhang; Yuchen Li; Xiaoli Gong; Jin Zhang 003; Tingjuan Lu; Jin Zhou; Zhe Sun 009; Andrzej Cichocki (ICASSP, 2025)

DSDIR: A Two-Stage Method for Addressing Noisy Long-Tailed Problems in Malicious Traffic Detection. - Guoliang Li; Ruiqi Zhang; Zhe Sun 009; Lingkai Xing; Yu Zhang 009 (ICASSP, 2025)

Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks. - Binghua Li; Ziqing Chang; Tong Liang; Chao Li 013; Toshihisa Tanaka 001; Shigeki Aoki; Qibin Zhao; Zhe Sun 009 (MICCAI (4), 2025)

Heterogeneous Graph Embedding for Multimodal Multi-Label Emotion Recognition. - Disen Hu; Xun Jiang 001; Zhe Sun 009; Fumin Shen; Xing Xu 001 (ICMR, 2025)

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies. - Yixuan Zhou 001; Peiyu Yang; Yi Qu; Xing Xu 001; Zhe Sun 009; Andrzej Cichocki (Expert Syst. Appl., 2025)

Non-Force-Sensing Variable Admittance Control of Lower Limb Rehabilitation Exoskeleton Robots Using Class κ∞ Function-Based Adaptive Sliding Mode. - Zhe Sun 009; Tianyu Chai; Bo Chen 003; Hai Wang 004; Jinchuan Zheng; Zhihong Man (IEEE Trans Autom. Sci. Eng., 2025)

A2DM: Enhancing EEG Artifact Removal by Fusing Artifact Representation into the Time-Frequency Domain. - Haoran Li 014; Fan Feng; Jiarong Kang; Jin Zhang 003; Xiaoli Gong; Tingjuan Lu; Shuang Li; Zhe Sun 009; Jordi Solé-Casals (Cogn. Comput., 2025)

HSBNN: A High-Scalable Bayesian Neural Networks Accelerator Based on Field Programmable Gate Arrays (FPGA). - Yinghao Liu; Hao Zhang; Zhe Sun 009; Feng Duan; Yuan Ma; Wenyi Lu; Cesar F. Caiafa; Jordi Solé-Casals (Cogn. Comput., 2025)

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. - Xun Jiang 001; Xing Xu 001; Liqing Zhu; Zhe Sun 009; Andrzej Cichocki; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

ECGDenoiser: A Magnitude-Aware Deep Learning Framework with Phase Retrieval for Electrocardiogram Signal Enhancement. - Shurun Wang; Hao Tang; Ryutaro Himeno; Jordi Solé-Casals; Cesar F. Caiafa; Shigeki Aoki; Zhe Sun 009 (Circuits Syst. Signal Process., 2025)

Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models. - Yao Zhang; Lang Qin; Zhongtian Bao; Hongru Liang; Jun Wang 023; Zhenglu Yang; Zhe Sun 009; Andrzej Cichocki (Neural Networks, 2026)

Short-time variational mode decomposition. - Hao Jia; Pengfei Cao; Tong Liang; Cesar F. Caiafa; Zhe Sun 009; Yasuhiro Kushihashi; Antoni Grau; Yolanda Bolea; Feng Duan; Jordi Solé-Casals (Signal Process., 2026)