DW
Dongrui Wu
cs.LGcs.HCstat.MLBrain-Computer Interfacescs.AIElectroencephalographyeess.SPcs.CVMachine Learningcs.CR
On Valency
published · living versionsW_d8v4gzgn·v1 · currentpublished
HaptiNet: Networked Haptic Robots Enable Physical Co-presence in Geographically-Unconstrained Rehabilitation
with Chenyang Sun, Mingjie Dong, Haodong Deng, Yudong Liu +16
1 version
Preprints & journals
140 papers in the corpus · 2006–2026HaptiNet: Networked Haptic Robots Enable Physical Co-presence in Geographically-Unconstrained Rehabilitation2609.04799v1 · Chenyang Sun, Mingjie Dong, Haodong Deng et al.2026 · 0 citationsarXivon Valency
Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces.42616624 · Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;PP
ReCIL: Rehearsal-Based Class Incremental Learning for Cross-Subject Motor Imagery Classification.42560905 · Yang, Xinyao, An, Jiayu, Liu, Dingkun et al.2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;PP
Mirror Descent Safe Policy Optimization for Reinforcement Learning Agents.41843516 · Lu, Renzhi, Wu, Ning, Xiong, Qingqing et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9142-9155
StackingNet: Collective Inference Across Independent AI Foundation Models.42423619 · Li, Siyang, Liu, Chenhao, Wu, Dongrui et al.2026 · 0 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(55):e76488
SDDA: Spatial Distillation Based Distribution Alignment for Cross-Headset EEG Classification.41217924 · Liu, Dingkun, Li, Siyang, Wang, Ziwei et al.2026 · 1 citationIEEE transactions on bio-medical engineering. 2026;73(7):2400-2411
CKD: Contrastive Knowledge Distillation for Cross-Dataset EEG Classification.42258675 · Wang, Ziwei, He, Xingyi, Wang, Hongbin et al.2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;PP
Local Differential Privacy via Dynamic Quantization in Distributed Online Stochastic Optimization2605.29845v1 · Zhiguo Zhang, Cheng Kui, Qian Ma et al.2026 · 0 citationsarXiv
fastSeizureNet: Accurate and efficient knowledge-data fusion for semi-supervised seizure detection.42127867 · An, Jiayu, Peng, Ruimin, Yang, Xinyao et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;202:109078
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding.41129442 · Wang, Ziwei, Wang, Hongbin, Jia, Tianwang et al.2026 · 13 citationsIEEE journal of biomedical and health informatics. 2026;30(5):4134-4147
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding.41915503 · Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong et al.2026 · 0 citationsIEEE transactions on bio-medical engineering. 2026;PP
EEG-FM-Compass: Progress, Benchmarking, and Future Directions for EEG Foundation Models2601.17883v3 · Dingkun Liu, Yuheng Chen, Zhu Chen et al.2026 · 1 citationNational Science Review, 2026
Electroencephalography Enables Continuous Decoding of Hand Motion Angles in Polar Coordinates.41531435 · Lu, Xiaohan, Chen, Yifeng, Li, Zhiying et al.2026 · 2 citationsCyborg and bionic systems (Washington, D.C.). 2026;7:0469
SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces2601.05789v1 · Tianwang Jia, Xiaoqing Chen, Dongrui Wu2026 · 1 citationarXiv
An Online Bimanual EEG-MI-BCI With Shared Control for Bilateral Robotic-Assisted Training.42475186 · Zhang, Mingming, Yu, Jingwan, Wu, Lin et al.2026 · 0 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2026;34:3480-3492
Discovery of the reward function for embodied reinforcement learning agents.41381465 · Lu, Renzhi, Shao, Zonghe, Ding, Yuemin et al.2025 · 15 citationsNature communications. 2025;16(1):11064
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild.40853826 · Xiang, Xiang, Ma, Jing, Wu, Dongrui et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(12):11929-11945
Magnetoencephalography (MEG) based non-invasive Chinese speech decoding.41223449 · Jia, Zhihong, Wang, Hongbin, Shen, Yuanzhong et al.2025 · 2 citationsJournal of neural engineering. 2025;22(6)
FusionGen: Feature Fusion-Based Few-Shot EEG Data Generation2510.10604v1 · Yuheng Chen, Dingkun Liu, Xinyao Yang et al.2025 · 0 citationsarXiv
The 1st International Workshop on Disentangled Representation Learning for Controllable Generation (DRL4Real): Methods and Results2509.10463v1 · Qiuyu Chen, Xin Jin, Yue Song et al.2025 · 0 citationsarXiv
MIRepNet: A Pipeline and Foundation Model for EEG-Based Motor Imagery Classification2507.20254v1 · Dingkun Liu, Zhu Chen, Jingwei Luo et al.2025 · 3 citationsKnowledge-Based Systems (15 June 2026, vol. 343)
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding2507.11911v1 · Xiaoqing Chen, Siyang Li, Dongrui Wu2025 · 1 citationarXiv
Revisiting Euclidean alignment for transfer learning in EEG-based brain-computer interfaces.40425023 · Wu, Dongrui2025 · 18 citationsJournal of neural engineering. 2025;22(3)
A lightweight spiking neural network for EEG-based motor imagery classification.40578216 · Zhang, Herui, Wang, Haoran, An, Jiayu et al.2025 · 11 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107741
CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm2506.11830v1 · Dingkun Liu, Zhu Chen, Dongrui Wu2025 · 0 citationsarXiv
Data alignment based adversarial defense benchmark for EEG-based BCIs.40334321 · Chen, Xiaoqing, Jia, Tianwang, Wu, Dongrui2025 · 3 citationsNeural networks : the official journal of the International Neural Network Society. 2025;188:107516
Spiking Neural Network for Intra-cortical Brain Signal Decoding2504.09213v1 · Song Yang, Haotian Fu, Herui Zhang et al.2025 · 1 citationarXiv
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition2504.09221v1 · Siyuan Kan, Huanyu Wu, Zhenyao Cui et al.2025 · 1 citationarXiv
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation2504.08761v1 · Yuxuan Chen, Dewen Guo, Sen Mei et al.2025 · 0 citationsarXiv
Canine EEG helps human: cross-species and cross-modality epileptic seizure detection via multi-space alignment.40330047 · Wang, Ziwei, Li, Siyang, Wu, Dongrui2025 · 20 citationsNational science review. 2025;12(6):nwaf086
Sparse knowledge sharing (SKS) for privacy-preserving domain incremental seizure detection.39993329 · An, Jiayu, Peng, Ruimin, Du, Zhenbang et al.2025 · 4 citationsJournal of neural engineering. 2025;22(2)
MVCNet: Multi-View Contrastive Network for Motor Imagery Classification2502.17482v4 · Ziwei Wang, Siyang Li, Xiaoqing Chen et al.2025 · 6 citationsarXiv
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies2502.02830v1 · Siyang Li, Hongbin Wang, Xiaoqing Chen et al.2025 · 0 citationsarXiv
Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks2412.20714v1 · Haotian Fu, Peng Zhang, Song Yang et al.2024 · 0 citationsarXiv
PAT: Privacy-Preserving Adversarial Transfer for Accurate, Robust and Privacy-Preserving EEG Decoding2412.11390v3 · Xiaoqing Chen, Tianwang Jia, Yunlu Tu et al.2024 · 1 citationarXiv
Privacy-Preserving Brain-Computer Interfaces: A Systematic Review2412.11394v1 · K. Xia, W. Duch, Y. Sun et al.2024 · 83 citationsIEEE Trans. on Computational Social Systems, 10(5):2312-2324, 2023
Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces2412.09933v1 · X. Jiang, L. Meng, S. Li et al.2024 · 14 citationsScience China Information Sciences, 66:182402, 2023
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces2412.07231v1 · Lubin Meng, Xue Jiang, Xiaoqing Chen et al.2024 · 17 citationsL. Meng, X. Jiang, X. Chen, W. Liu, H. Luo and D. Wu, Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces, Information Fusion, 107:102316, 2024
Semi-Supervised Transfer Boosting (SS-TrBoosting)2412.03212v1 · Lingfei Deng, Changming Zhao, Zhenbang Du et al.2024 · 4 citationsIEEE Trans. on Artificial Intelligence, 5(7):3431-3444, 2024
Gated Parametric Neuron for Spike-based Audio Recognition2412.01087v1 · Haoran Wang, Herui Zhang, Siyang Li et al.2024 · 3 citationsNeuroComputing, 609:128477, 2024
Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition2412.01171v1 · Yifan Xu, Xue Jiang, Dongrui Wu2024 · 6 citationsarXiv
Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces2411.19498v1 · Lubin Meng, Xue Jiang, Tianwang Jia et al.2024 · 5 citationsIEEE Int'l Conf. on Systems, Man and Cybernetics, Sarawak, Malaysia, October 2024
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification2411.19502v1 · Ruimin Peng, Jiayu An, Dongrui Wu2024 · 1 citationIEEE Int'l Conf. on Systems, Man and Cybernetics, Sarawak, Malaysia, October 2024
CSP-Net: Common Spatial Pattern Empowered Neural Networks for EEG-Based Motor Imagery Classification2411.11879v1 · Xue Jiang, Lubin Meng, Xinru Chen et al.2024 · 38 citationsKnowledge Based Systems, 305:112668, 2024
Adversarial artifact detection in EEG-based brain-computer interfaces.39433071 · Chen, Xiaoqing, Meng, Lubin, Xu, Yifan et al.2024 · 8 citationsJournal of neural engineering. 2024;21(5)
User-wise perturbations for user identity protection in EEG-based BCIs.39423826 · Chen, Xiaoqing, Li, Siyang, Tu, Yunlu et al.2025 · 2 citationsJournal of neural engineering. 2025;22(1)
Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces.38713969 · Wang, Ziwei, Li, Siyang, Luo, Jingwei et al.2024 · 27 citationsNeural networks : the official journal of the International Neural Network Society. 2024;176:106351
Deep Source Semi-Supervised Transfer Learning (DS3TL) for Cross-Subject EEG Classification.37971908 · Jiang, Xue, Meng, Lubin, Wang, Ziwei et al.2024 · 13 citationsIEEE transactions on bio-medical engineering. 2024;71(4):1308-1318
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs.37552589 · Li, Siyang, Wang, Ziwei, Luo, Hanbin et al.2024 · 31 citationsIEEE transactions on bio-medical engineering. 2024;71(2):423-432
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces.38252572 · Wu, Huanyu, Li, Siyang, Wu, Dongrui2024 · 25 citationsIEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2024;32:527-536
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