Fault Detection for Nonlinear Discrete-Time Systems via Deterministic Learning. - Junmin Hu; Cong Wang 007; Xunde Dong (ISNN (1), 2013)

Identification of the FitzHugh-Nagumo Model Dynamics via Deterministic Learning. - Xunde Dong; Cong Wang 007 (Int. J. Bifurc. Chaos, 2015)

Modeling of nonlinear dynamical systems based on deterministic learning and structural stability. - Danfeng Chen; Cong Wang 007; Xunde Dong (Sci. China Inf. Sci., 2016)

A new method for early detection of myocardial ischemia: cardiodynamicsgram (CDG). - Cong Wang 007; Xunde Dong; Shanxing Ou; Wei Wang; Junmin Hu; Feifei Yang (Sci. China Inf. Sci., 2016)

ECG beat classification via deterministic learning. - Xunde Dong; Cong Wang 007; Wenjie Si (Neurocomputing, 2017)

Adaptive neural prescribed performance control for a class of strict-feedback stochastic nonlinear systems with hysteresis input. - Wenjie Si; Xunde Dong; Feifei Yang (Neurocomputing, 2017)

Adaptive neural prescribed performance control for a class of strict-feedback stochastic nonlinear systems under arbitrary switchings. - Wenjie Si; Xunde Dong; Feifei Yang (Int. J. Syst. Sci., 2017)

Adaptive neural tracking control for nonstrict-feedback stochastic nonlinear time-delay systems with full-state constraints. - Wenjie Si; Xunde Dong; Feifei Yang (Int. J. Syst. Sci., 2017)

Adaptive neural control for MIMO stochastic nonlinear pure-feedback systems with input saturation and full-state constraints. - Wenjie Si; Xunde Dong (Neurocomputing, 2018)

Nussbaum gain adaptive neural control for stochastic pure-feedback nonlinear time-delay systems with full-state constraints. - Wenjie Si; Xunde Dong; Feifei Yang (Neurocomputing, 2018)

Decentralized adaptive neural control for high-order stochastic nonlinear strongly interconnected systems with unknown system dynamics. - Wenjie Si; Xunde Dong; Feifei Yang (Inf. Sci., 2018)

Barrier Lyapunov function-based decentralized adaptive neural control for uncertain high-order stochastic nonlinear interconnected systems with output constraints. - Wenjie Si; Xunde Dong (J. Frankl. Inst., 2018)

Decentralized adaptive neural control for interconnected stochastic nonlinear delay-time systems with asymmetric saturation actuators and output constraints. - Wenjie Si; Xunde Dong; Feifei Yang (J. Frankl. Inst., 2018)

Adaptive neural control for nonstrict-feedback time-delay systems with input and output constraints. - Wenjie Si; Xunde Dong (Int. J. Mach. Learn. Cybern., 2018)

Decentralized adaptive neural control for high-order interconnected stochastic nonlinear time-delay systems with unknown system dynamics. - Wenjie Si; Xunde Dong; Feifei Yang (Neural Networks, 2018)

Global Identification of FitzHugh-Nagumo Equation via Deterministic Learning and Interpolation. - Xunde Dong; Wenjie Si; Cong Wang 007 (IEEE Access, 2019)

Spiral Tip Identification via Deterministic Learning. - Xunde Dong; Chen Song; Cong Wang 007 (Int. J. Bifurc. Chaos, 2019)

Finite-time adaptive neural control for uncertain nonlinear time-delay systems with actuator delay and full-state constraints. - Wenjie Si; Lin Qi; Ning Hou; Xunde Dong (Int. J. Syst. Sci., 2019)

Identity Recognition Based on the QRS Complex Dynamics of Electrocardiogram. - Xunde Dong; Wenjie Si; Wei Yu 025 (IEEE Access, 2020)

Modeling and Identification of Permanent Magnet Synchronous Motor via Deterministic Learning. - Wei Yu 025; Henghui Liang; Xunde Dong; Ying Luo (IEEE Access, 2020)

Spiral Tip Recognition via Deterministic Learning. - Chen Song; Xunde Dong; Cong Wang 007 (Int. J. Bifurc. Chaos, 2020)

Identification of the Gray-Scott Model via Deterministic Learning. - Xunde Dong; Cong Wang 007 (Int. J. Bifurc. Chaos, 2021)

A novel CNN model with dense connectivity and attention mechanism for arrhythmia classification. - Qin Zhan; Peilin Li; Yongle Wu; Jingchun Huang; Xunde Dong (CBMS, 2022)

ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWT. - Junhao Zhu; Yi Zeng; Jianheng Zhou; Xunde Dong (CBMS, 2022)

Adaptive neural smooth finite-time controller for large-scale stochastic nonlinear state-constrained systems with feasibility removal and time delays. - Wenjie Si; Xunde Dong; Yanfei Dong (Int. J. Syst. Sci., 2022)

A Deep Learning Sentiment Analysis Method based on ERNIE and Modified DPCNN. - Yang Yang 136; Xunde Dong; Yupeng Qiang (ICCPR, 2023)

Heartbeat Dynamics: A Novel Efficient Interpretable Feature for Arrhythmias Classification. - Xunde Dong; Wenjie Si (IEEE Access, 2023)

ECGMamba: Towards ECG Classification with State Space Models. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Fei Hu; Rongjia Wang (BIBM, 2024)

CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity. - Yang Yang 136; Xunde Dong; Yupeng Qiang (NAACL-HLT (Findings), 2024)

MT-MV-KDF: A novel Multi-Task Multi-View Knowledge Distillation Framework for myocardial infarction detection and localization. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136 (Biomed. Signal Process. Control., 2024)

Automatic detection and localisation of myocardial infarction using multi-channel dense attention neural network. - Yupeng Qiang; Xunde Dong; Yang Yang 136 (Biomed. Signal Process. Control., 2024)

Conv-RGNN: An efficient Convolutional Residual Graph Neural Network for ECG classification. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Yihai Fang; Jianhong Dou (Comput. Methods Programs Biomed., 2024)

ECGMamba: Towards Efficient ECG Classification with BiSSM. - Yupeng Qiang; Xunde Dong; Xiuling Liu; Yang Yang 136; Yihai Fang; Jianhong Dou (CoRR, 2024)

MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition. - Yang Yang 136; Xunde Dong; Yupeng Qiang (AAAI, 2025)

SKE-MSA: Enhancing Representation Learning with VAD Lexicon for Multimodal Sentiment Analysis. - Yang Yang 136; Xunde Dong; Yupeng Qiang; Wenjie Si (ICASSP, 2025)

TAC-ECG: A task-adaptive classification method for electrocardiogram based on cross-modal contrastive learning and low-rank convolutional adapter. - Rongjia Wang; Xunde Dong; Xiuling Liu; Yihai Fang; Jianhong Dou; Yupeng Qiang; Yang Yang 136; Fei Hu (Comput. Methods Programs Biomed., 2025)

Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue. - Xiaoyu Sun; Yang Yang 136; Xunde Dong (CoRR, 2025)