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Jiahui Pan 0003
Person information
- affiliation: South China Normal University, Foshan, China
Other persons with the same name
- Jiahui Pan — disambiguation page
- Jiahui Pan 0001
— Zhejiang Gongshang University, Hangzhou, China - Jiahui Pan 0002
— Shandong Normal University, Jinan, Shandong, China
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2020 – today
- 2025
[j52]Haoying Zhu
, Kunpeng Zhang, Desen Wang, Jiahui Pan
, Junduan Huang
:
WST-CAA: A Brainprint Recognition Framework Based on Wavelet Scattering Transform and Channel-Axial Attention Dense Network. IEEE Signal Process. Lett. 32: 4184-4188 (2025)
[j51]Honghua Cai
, Jiahui Pan
, Qiuyi Xiao, Jiarui Jin, Yuanqing Li
, Qiuyou Xie
:
Decoding Musical Neural Activity in Patients With Disorders of Consciousness Through Self-Supervised Contrastive Domain Generalization. IEEE Trans. Affect. Comput. 16(2): 726-743 (2025)
[j50]Lina Qiu
, Zuorui Ying
, Xianyue Song, Weisen Feng
, Chengju Zhou
, Jiahui Pan
:
MTADA: A Multi-Task Adversarial Domain Adaptation Network for EEG-Based Cross-Subject Emotion Recognition. IEEE Trans. Affect. Comput. 16(4): 3354-3368 (2025)
[j49]Haiyun Huang
, Jie Chen, Jun Xiao
, Di Chen
, Jun Zhang
, Jiahui Pan
, Yuanqing Li
:
Real-Time Attention Regulation and Cognitive Monitoring Using a Wearable EEG-Based BCI. IEEE Trans. Biomed. Eng. 72(2): 716-724 (2025)
[j48]Jiahui Pan
, Zhenglang Yang, Qingyu Shen, Man Li
, Chunhong Jiang, Yi Li
, Yuanqing Li
:
Deep Learning-Augmented Sleep Spindle Detection for Acute Disorders of Consciousness: Integrating CNN and Decision Tree Validation. IEEE Trans. Biomed. Eng. 72(10): 3120-3132 (2025)
[j47]Quanlin Chen
, Dehua Lu
, Weisen Feng
, Chunjin Ye
, Lina Qiu
, Jiahui Pan
, Jingcong Li
:
HARFormer: A Masked Self-Supervised Transformer-Based Model for Human Activity Recognition With Predicting Somatosensory Tokens. IEEE Trans. Instrum. Meas. 74: 1-11 (2025)
[j46]Dehua Lu
, Haiyun Huang
, Ziyi Yi
, Jiahui Pan
:
Confidence-Aware Multimodal Network for Driver Drowsiness Detection: Leveraging EEG-EOG Signals Enhanced by Knowledge Distillation. IEEE Trans. Instrum. Meas. 74: 1-13 (2025)
[j45]Lina Qiu
, Weisen Feng
, Liangquan Zhong
, Xianyue Song
, Zuorui Ying
, Jiahui Pan
:
Mutual Information Learning-Based End-to-End Fusion Network for Hybrid EEG-fNIRS Brain-Computer Interface. IEEE Trans. Instrum. Meas. 74: 1-13 (2025)
[j44]Jiahui Pan
, Yangzuyi Yu
, Man Li
, Wanxin Wei
, Shuyu Chen
, Heyi Zheng, Yanbin He
, Yuanqing Li
:
A Multimodal Consistency-Based Self-Supervised Contrastive Learning Framework for Automated Sleep Staging in Patients With Disorders of Consciousness. IEEE J. Biomed. Health Informatics 29(2): 1320-1332 (2025)
[j43]Yuwu Lu
, Dewei Lin, Linlin Shen
, Yicong Zhou
, Jiahui Pan
:
Heterogeneous Domain Adaptation via Correlative and Discriminative Feature Learning. IEEE Trans. Multim. 27: 3447-3461 (2025)
[j42]Shengzhou Luo
, Jingxing Xu, John Dingliana, Mingqiang Wei, Lu Han, Lewei He, Jiahui Pan
:
Publisher Correction: Twinenet: coupling features for synthesizing volume rendered images via convolutional encoder-decoders and multilayer perceptrons. Vis. Comput. 41(2): 1409-1411 (2025)
[c16]Quanlin Chen, Chunjin Ye, Yiming Ma, Jiahui Pan, Jingcong Li:
A Novel Perspective on Leveraging Hubness in VAE for Eliminating Representative Shift Vectors in Few-Shot Learning. ICME 2025: 1-6- 2024
[j41]Chengju Zhou, Daqin Feng, Shuyu Chen
, Nianming Ban, Jiahui Pan
:
Portable vision-based gait assessment for post-stroke rehabilitation using an attention-based lightweight CNN. Expert Syst. Appl. 238(Part C): 122074 (2024)
[j40]Lewei He
, Fucai Lan
, Chuanzhe Zhou, Yaoguang Ye, Wencong Zhang, Bingzhi Chen
, Jiahui Pan
:
A feature-enhanced hybrid attention network for traffic sign recognition in real scenes. IET Image Process. 18(8): 2064-2077 (2024)
[j39]Yan Liang, Yan Hao, Jiacheng Liao, Zhuoran Deng, Xing Wen, Zefeng Zheng, Jiahui Pan
:
A spatiotemporal network using a local spatial difference stack block for facial micro-expression recognition. Multim. Tools Appl. 83(4): 11593-11612 (2024)
[j38]Lina Qiu
, Liangquan Zhong
, Jianping Li
, Weisen Feng
, Chengju Zhou, Jiahui Pan
:
SFT-SGAT: A semi-supervised fine-tuning self-supervised graph attention network for emotion recognition and consciousness detection. Neural Networks 180: 106643 (2024)
[j37]Jiacheng Liao
, Yan Hao, Zhuoyi Zhou, Jiahui Pan
, Yan Liang:
Sequence-level affective level estimation based on pyramidal facial expression features. Pattern Recognit. 145: 109958 (2024)
[j36]Jiahui Pan
, Jie Liu
, Jianhao Zhang
, Xueli Li
, Dongming Quan
, Yuanqing Li
:
Depression Detection Using an Automatic Sleep Staging Method With an Interpretable Channel-Temporal Attention Mechanism. IEEE Trans. Cogn. Dev. Syst. 16(4): 1418-1432 (2024)
[j35]Jiahui Pan
, Yangzuyi Yu
, Jianhui Wu
, Xinjie Zhou
, Yanbin He
, Yuanqing Li
:
Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness. IEEE Trans. Cogn. Dev. Syst. 16(4): 1589-1603 (2024)
[j34]Di Chen
, Haiyun Huang
, Zijing Guan
, Jiahui Pan
, Yuanqing Li
:
An Intersubject Brain-Computer Interface Based on Domain-Adversarial Training of Convolutional Neural Network. IEEE Trans. Biomed. Eng. 71(10): 2956-2967 (2024)
[j33]Bingzhi Chen, Xiaolin Huang, Yishu Liu, Zheng Zhang, Guangming Lu, Zheng Zhou, Jiahui Pan:
Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation. IEEE Trans. Instrum. Meas. 73: 1-13 (2024)
[j32]Jiarui Jin
, Zongnan Chen
, Honghua Cai
, Jiahui Pan
:
Affective EEG-Based Person Identification With Continual Learning. IEEE Trans. Instrum. Meas. 73: 1-16 (2024)
[j31]Yan Liang
, Xiongbin Li
, Haili Zhong
, Zerong Chen
, Jie Liu
, Weicong Huang
, Zhanxin Yuan
, Jiahui Pan
, Qiuyou Xie
:
Assessing Consciousness in Patients With Disorders of Consciousness Using a Facial Action Unit Intensity Estimation Method Based on a Hybrid Similar Feature Network. IEEE Trans. Instrum. Meas. 73: 1-13 (2024)
[j30]Lina Qiu
, Jianping Li
, Liangquan Zhong
, Weisen Feng
, Chengju Zhou
, Jiahui Pan
:
A Novel EEG-Based Parkinson's Disease Detection Model Using Multiscale Convolutional Prototype Networks. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
[j29]Jiahui Pan
, Rongming Liang
, Zhipeng He
, Jingcong Li
, Yan Liang
, Xinjie Zhou
, Yanbin He
, Yuanqing Li
:
ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection. IEEE J. Biomed. Health Informatics 28(2): 777-788 (2024)
[j28]Shengzhou Luo
, Jingxing Xu, John Dingliana, Mingqiang Wei, Lu Han, Lewei He
, Jiahui Pan
:
Twinenet: coupling features for synthesizing volume rendered images via convolutional encoder-decoders and multilayer perceptrons. Vis. Comput. 40(10): 7201-7220 (2024)
[c15]Bingzhi Chen, Sisi Fu, Yishu Liu, Jiahui Pan, Guangming Lu, Zheng Zhang:
CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning. AAAI 2024: 21940-21948
[c14]Zhicong Wu
, Honghua Cai
, Yuyan Ling
, Jiahui Pan
:
A Relevant Prototype Domain Gradient Projection Continual Learning Method for Cross-Subject P300 Brain-Computer Interfaces. ICIC (4) 2024: 398-411
[c13]Bingzhi Chen, Haoming Zhou, Yishu Liu, Biqing Zeng, Jiahui Pan, Guangming Lu:
Enhancing Few-Shot Classification without Forgetting Through Multi-level Contrastive Constraints. ICME 2024: 1-6
[c12]Zhoujie Hou
, Jiahui Pan, Yuanqing Li:
MFASleepNet: Multi-view fusion attention-based deep neural network for automatic sleep staging. IJCNN 2024: 1-8
[c11]Bingzhi Chen
, Ruihan Liu
, Yishu Liu
, Xiaozhao Fang
, Jiahui Pan
, Guangming Lu
, Zheng Zhang
:
Stay Focused is All You Need for Adversarial Robustness. ACM Multimedia 2024: 6482-6491
[i2]Bingzhi Chen, Haoming Zhou, Yishu Liu, Biqing Zeng, Jiahui Pan, Guangming Lu:
Enhancing Few-Shot Classification without Forgetting through Multi-Level Contrastive Constraints. CoRR abs/2409.11286 (2024)- 2023
[j27]Yaoguang Ye, Yongqi Pan, Yan Liang, Jiahui Pan
:
A cascaded spatiotemporal attention network for dynamic facial expression recognition. Appl. Intell. 53(5): 5402-5415 (2023)
[j26]Fei Wang, Yinxing Wan, Man Li, Haiyun Huang, Li Li, Xueying Hou, Jiahui Pan, Zhenfu Wen
, Jingcong Li:
Recent Advances in Fatigue Detection Algorithm Based on EEG. Intell. Autom. Soft Comput. 35(3): 3573-3586 (2023)
[j25]Hang Wu
, Qiuyou Xie, Jiahui Pan
, Qimei Liang, Yue Lan
, Yequn Guo, Junrong Han
, Musi Xie, Yueyao Liu, Liubei Jiang, Xuehai Wu, Yuanqing Li, Pengmin Qin
:
Identifying patients with cognitive motor dissociation using resting-state temporal stability. NeuroImage 272: 120050 (2023)
[j24]Jingcong Li
, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan
:
A novel semi-supervised meta learning method for subject-transfer brain-computer interface. Neural Networks 163: 195-204 (2023)
[j23]Honghua Cai
, Jiarui Jin, Haoyu Wang, Liujiang Li, Yucui Huang, Jiahui Pan
:
AITST - Affective EEG-based person identification via interrelated temporal-spatial transformer. Pattern Recognit. Lett. 174: 32-38 (2023)
[j22]Jiahui Pan
, Lei Wang, Haiyun Huang
, Jun Xiao
, Fei Wang, Qimei Liang, Chengwei Xu, Yuanqing Li
, Qiuyou Xie:
A Hybrid Brain-Computer Interface Combining P300 Potentials and Emotion Patterns for Detecting Awareness in Patients With Disorders of Consciousness. IEEE Trans. Cogn. Dev. Syst. 15(3): 1386-1395 (2023)
[j21]Jiahui Pan
, Honghua Cai
, Haiyun Huang
, Yanbin He
, Yuanqing Li
:
Multiple Scale Convolutional Few-Shot Learning Networks for Online P300-Based Brain-Computer Interface and Its Application to Patients With Disorder of Consciousness. IEEE Trans. Instrum. Meas. 72: 1-16 (2023)
[j20]Jiahui Pan
, Xugang Cai
, Danying Mo
, Yangzuyi Yu
, Yuanqing Li
:
Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
[c10]Li Li
, Fengping Peng
, Jiahui Pan
:
Improved 3D Multiscale V-Net Network-based Segmentation of Lung Nodules. ICCVIT 2023: 26:1-26:7
[c9]Bingzhi Chen, Zhanhao Ye, Yishu Liu, Zheng Zhang
, Jiahui Pan, Biqing Zeng, Guangming Lu:
Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning. MICCAI (1) 2023: 562-572- 2022
[j19]Zhipeng He
, Yongshi Zhong, Jiahui Pan
:
An adversarial discriminative temporal convolutional network for EEG-based cross-domain emotion recognition. Comput. Biol. Medicine 141: 105048 (2022)
[j18]Lina Qiu, Yongshi Zhong, Qiuyou Xie, Zhipeng He
, Xiaoyun Wang, Yingyue Chen, Chang'an A. Zhan
, Jiahui Pan
:
Multi-Modal Integration of EEG-fNIRS for Characterization of Brain Activity Evoked by Preferred Music. Frontiers Neurorobotics 16 (2022)
[c8]Zhipeng He
, Yongshi Zhong, Jiahui Pan:
Joint Temporal Convolutional Networks and Adversarial Discriminative Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition. ICASSP 2022: 3214-3218
[c7]Zhipeng He
, Yongshi Zhong, Jiahui Pan:
Emotion-related awareness detection for patients with disorders of consciousness via graph isomorphic network. SMC 2022: 3158-3164
[i1]Jingcong Li, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan:
A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface. CoRR abs/2209.03785 (2022)- 2021
[j17]Jiacheng Liao, Yan Liang
, Jiahui Pan
:
Deep facial spatiotemporal network for engagement prediction in online learning. Appl. Intell. 51(10): 6609-6621 (2021)
[j16]Jiahui Pan
, Jianhao Zhang, Fei Wang, Wuhan Liu, Haiyun Huang, Weishun Tang, Huijian Liao, Man Li, Jianhui Wu, Xueli Li, Dongming Quan, Yuanqing Li:
Automatic Sleep Staging Based on EEG-EOG Signals for Depression Detection. Intell. Autom. Soft Comput. 28(1): 53-71 (2021)
[j15]Jiahui Pan
, Liangxin Liu, Mianfen Lin, Shengzhou Luo, Chengju Zhou, Huijian Liao, Fei Wang:
An Improved Two-stream Inflated 3D ConvNet for Abnormal Behavior Detection. Intell. Autom. Soft Comput. 29(3): 673-688 (2021)
[j14]Xin-Zi Cao, Shengzhou Luo, Jing-Cong Li, Jiahui Pan
:
An optimized automatic prediction of stage and grade in bladder cancer based on U-ResNet. J. Intell. Fuzzy Syst. 40(6): 12139-12150 (2021)
[j13]Mianfen Lin, Liangxin Liu, Fei Wang, Jingcong Li, Jiahui Pan
:
License Plate Image Reconstruction Based on Generative Adversarial Networks. Remote. Sens. 13(15): 3018 (2021)
[j12]Man Li
, Feng Li, Jiahui Pan
, Dengyong Zhang
, Suna Zhao, Jingcong Li, Fei Wang
:
The MindGomoku: An Online P300 BCI Game Based on Bayesian Deep Learning. Sensors 21(5): 1613 (2021)
[j11]Haiyun Huang, Qiuyou Xie, Jiahui Pan
, Yanbin He, Zhenfu Wen
, Ronghao Yu, Yuanqing Li
:
An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness. IEEE Trans. Affect. Comput. 12(4): 832-842 (2021)
[c6]Jianyong Huang, Jianhao Zhang, Bingbing Wang, Jiahui Pan
:
Incorporation of Dynamic Stopping Strategy into the Hybrid P300 and SSVEP BCI-based Communication. ICAIIS 2021: 56:1-56:5
[c5]Xugang Cai, Lei Wang, Jiawu Wu, Jiahui Pan
:
Towards an Artificial Intelligence-based Smart Ward Control using Speech and EEG Signals. ICAIIS 2021: 57:1-57:5- 2020
[j10]Jiahui Pan
, Jianhao Zhang, Siqi Luo, Jiantao Zhang, Yan Liang:
Automatic annotation of liver computed tomography images based on a vessel-skeletonization method. Int. J. Imaging Syst. Technol. 30(3): 704-715 (2020)
[j9]Yan Liang, Jia-Cheng Liao, Jiahui Pan
:
Mesh-based scale-invariant feature transform-like method for three-dimensional face recognition under expressions and missing data. J. Electronic Imaging 29(5): 053008 (2020)
[j8]Zina Li, Lina Qiu, Ruixin Li, Zhipeng He
, Jun Xiao, Yan Liang, Fei Wang
, Jiahui Pan
:
Enhancing BCI-Based Emotion Recognition Using an Improved Particle Swarm Optimization for Feature Selection. Sensors 20(11): 3028 (2020)
[j7]Zengwei Yao, Zihao Wang, Weihuang Liu
, Yaqian Liu, Jiahui Pan
:
Speech emotion recognition using fusion of three multi-task learning-based classifiers: HSF-DNN, MS-CNN and LLD-RNN. Speech Commun. 120: 11-19 (2020)
2010 – 2019
- 2019
[j6]Zina Li, Shuqing Zhang, Jiahui Pan
:
Advances in Hybrid Brain-Computer Interfaces: Principles, Design, and Applications. Comput. Intell. Neurosci. 2019: 3807670:1-3807670:9 (2019)
[j5]Yongrui Huang, Jianhao Yang, Siyu Liu, Jiahui Pan
:
Combining Facial Expressions and Electroencephalography to Enhance Emotion Recognition. Future Internet 11(5): 105 (2019)
[j4]Weihuang Liu
, Jinhao Qian, Zengwei Yao, Xintao Jiao, Jiahui Pan
:
Convolutional Two-Stream Network Using Multi-Facial Feature Fusion for Driver Fatigue Detection. Future Internet 11(5): 115 (2019)- 2017
[j3]Yongrui Huang
, Jianhao Yang
, Pengkai Liao, Jiahui Pan
:
Fusion of Facial Expressions and EEG for Multimodal Emotion Recognition. Comput. Intell. Neurosci. 2017: 2107451:1-2107451:8 (2017)
[c4]Jiahui Pan, Yuanqing Li:
A gaze-Independent audiovisual brain-Computer Interface and its Application in Awareness Detection. GBCIC 2017
[c3]Jiahui Pan
, Qiuyou Xie, Qing Lin, Haiyun Huang, Fei Wang, Ronghao Yu, Yuanqing Li:
Prediction of consciousness recovery in patients with disorder of consciousness using Brain-computer Interface. NER 2017: 419-423- 2016
[j2]Yuanqing Li, Jiahui Pan
, Jinyi Long, Tianyou Yu, Fei Wang, Zhuliang Yu, Wei Wu:
Multimodal BCIs: Target Detection, Multidimensional Control, and Awareness Evaluation in Patients With Disorder of Consciousness. Proc. IEEE 104(2): 332-352 (2016)
[c2]Jiahui Pan
, Yuanqing Li, Jun Wang
:
An EEG-Based brain-computer interface for emotion recognition. IJCNN 2016: 2063-2067- 2013
[j1]Yuanqing Li, Jiahui Pan
, Fei Wang, Zhuliang Yu:
A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control. IEEE Trans. Biomed. Eng. 60(11): 3156-3166 (2013)- 2012
[c1]Jinyi Long, Yuanqing Li, Hongtao Wang, Tianyou Yu, Jiahui Pan
:
Control of a simulated wheelchair based on a hybrid brain computer interface. EMBC 2012: 6727-6730
Coauthor Index

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