Chang Li

98 papers B 1C 5Journal 88Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A joint supervised and self-supervised learning framework for embryo image auto-focusing.
Expert Syst. Appl.
Xuejuan Lin, Xiaomei Kang, Chang Li, Wei Tan, Ping Yang
2026 J jnl
DTSF: A dual-branch temporal and spectral fusion model with data augmentation for intracranial EEG classification.
Biomed. Signal Process. Control.
Kun Wang, Xun Chen, Chang Li, Ruobing Qian, Aiping Liu
2026 J jnl
Generalizable Seizure Prediction With LLMs: Converting EEG to Textual Representations.
IEEE J. Biomed. Health Informatics
Yuchang Zhao, Aiping Liu, Chang Li, Lanlan Wang, Ruobing Qian, Xun Chen
2025 J jnl
A GAN Guided Parallel CNN and Transformer Network for EEG Denoising.
IEEE J. Biomed. Health Informatics
Jin Yin, Aiping Liu, Chang Li, Ruobing Qian, Xun Chen
2025 J jnl
Active source-free domain adaptation for intracranial EEG classification via neighborhood uncertainty and diversity.
Biomed. Signal Process. Control.
Kun Wang, Ming Yang, Aiping Liu, Chang Li, Ruobing Qian, Xun Chen
2025 J jnl
Data Distillation for Sleep Stage Classification.
IEEE Internet Things J.
Hanfei Guo, Chang Li, Wei Zhao, Hu Peng, Heyuan Qiao, Xun Chen
2025 J jnl
Dual-Modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System.
IEEE Trans. Intell. Transp. Syst.
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock
2025 J jnl
EEGDfus: A Conditional Diffusion Model for Fine-Grained EEG Denoising.
IEEE J. Biomed. Health Informatics
Xiaoyang Huang, Chang Li, Aiping Liu, Ruobing Qian, Xun Chen
2025 J jnl
Feature Unlearning for EEG-Based Seizure Prediction.
IEEE Internet Things J.
Chenghao Shao, Chang Li, Rencheng Song, Guoping Xu, Xun Chen
2025 J jnl
Graph Representation Learning for Infrared and Visible Image Fusion.
IEEE Trans Autom. Sci. Eng.
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma
2025 J jnl
Test time adaptation for cross-domain sleep stage classification.
Biomed. Signal Process. Control.
Hanfei Guo, Chang Li, Hu Peng, Zhihui Han, Xun Chen
2025 J jnl
Uncertainty-guided Fourier-based domain generalization for seizure prediction.
Expert Syst. Appl.
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
2025 J jnl
Video-based heart rate estimation with spectrogram signal quality ranking and fusion.
Biomed. Signal Process. Control.
Rencheng Song, Zhenzhou Du, Juan Cheng, Chang Li, Xuezhi Yang
2024 J jnl
A Dual-Branch Interactive Fusion Network to Remove Artifacts From Single-Channel EEG.
IEEE Trans. Instrum. Meas.
Heng Cui, Chang Li, Aiping Liu, Ruobing Qian, Xun Chen
2024 J jnl
A pixel and channel enhanced up-sampling module for biomedical image segmentation.
Mach. Vis. Appl.
Xuan Zhang, Guoping Xu, Xinglong Wu, Wentao Liao, Xuesong Leng, Xiaxia Wang, Xinwei He, Chang Li
2024 J jnl
An improved you only look once algorithm for pronuclei and blastomeres localization.
Eng. Appl. Artif. Intell.
Xinghao Dong, Chang Li, Xu Zhang, Guoning Huang, Xiaodong Zhang
2024 J jnl
Centroid-Guided Domain Incremental Learning for EEG-Based Seizure Prediction.
IEEE Trans. Instrum. Meas.
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
2024 J jnl
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation.
CoRR
Guoping Xu, Ximing Wu, Wentao Liao, Xinglong Wu, Qing Huang, Chang Li
2024 J jnl
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System.
CoRR
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock
2024 J jnl
Enhancing EEG artifact removal through neural architecture search with large kernels.
Adv. Eng. Informatics
Le Wu, Aiping Liu, Chang Li, Xun Chen
2024 J jnl
Machine Unlearning for Seizure Prediction.
IEEE Trans. Cogn. Dev. Syst.
Chenghao Shao, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
2024 J jnl
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation.
IEEE Internet Things J.
Tingting Mao, Chang Li, Rencheng Song, Guoping Xu, Xun Chen
2024 J jnl
Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction.
IEEE Trans. Ind. Informatics
Yuchang Zhao, Shuai Feng, Chang Li, Rencheng Song, Deng Liang, Xun Chen
2024 J jnl
Video-Based Respiration Rate Measurement With Adaptive Filtering and Quality-Guided Pulse Selection.
IEEE Trans. Instrum. Meas.
Rencheng Song, Wei Zhao, Juan Cheng, Chang Li, Xuezhi Yang
2023 J jnl
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition.
IEEE J. Biomed. Health Informatics
Yu Liu, Yi Wei, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
2023 — conf
Domain Incremental Learning for EEG-Based Seizure Prediction.
CICAI (2)
Zhiwei Deng, Tingting Mao, Chenghao Shao, Chang Li, Xun Chen
2023 J jnl
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention.
IEEE Trans. Affect. Comput.
Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen
2023 J jnl
EEG-Based Emotion Recognition via Neural Architecture Search.
IEEE Trans. Affect. Comput.
Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
2023 J jnl
EEG-based Emotion Recognition via Transformer Neural Architecture Search.
IEEE Trans. Ind. Informatics
Chang Li, Zhongzhen Zhang, Xiaodong Zhang, Guoning Huang, Yu Liu, Xun Chen
2023 J jnl
EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning.
Eng. Appl. Artif. Intell.
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
2023 J jnl
EEG-based sleep staging via self-attention based capsule network with Bi-LSTM model.
Biomed. Signal Process. Control.
Jin Chen, Zhihui Han, Heyuan Qiao, Chang Li, Hu Peng
2023 J jnl
Graph Representation Learning for Infrared and Visible Image Fusion.
CoRR
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Edwin R. Hancock
2023 J jnl
Haar wavelet downsampling: A simple but effective downsampling module for semantic segmentation.
Pattern Recognit.
Guoping Xu, Wentao Liao, Xuan Zhang, Chang Li, Xinwei He, Xinglong Wu
2023 — conf
MGFuseSeg: Attention-Guided Multi-Granularity Fusion for Medical Image Segmentation.
BIBM
Guoping Xu, Xuesong Leng, Chang Li, Xingwei He, Xinglong Wu
2023 J jnl
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements.
Biomed. Signal Process. Control.
Juan Cheng, Bicheng Yue, Rencheng Song, Yu Liu, Chang Li, Xun Chen
2023 J jnl
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network.
IEEE Trans. Cogn. Dev. Syst.
Chang Li, Yuchang Zhao, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
2023 J jnl
Semi-Supervised Domain-Adaptive Seizure Prediction via Feature Alignment and Consistency Regularization.
IEEE Trans. Instrum. Meas.
Deng Liang, Aiping Liu, Yikai Gao, Chang Li, Ruobing Qian, Xun Chen
2023 J jnl
Spatio-temporal deep forest for emotion recognition based on facial electromyography signals.
Comput. Biol. Medicine
Muhua Xu, Juan Cheng, Chang Li, Yu Liu, Xun Chen
2023 J jnl
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition.
Comput. Biol. Medicine
Yi Wei, Yu Liu, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
2023 J jnl
TFIV: Multigrained Token Fusion for Infrared and Visible Image via Transformer.
IEEE Trans. Instrum. Meas.
Jing Li, Bin Yang, Lu Bai, Hao Dou, Chang Li, Lingfei Ma
2023 J jnl
Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography.
IEEE Trans. Instrum. Meas.
Rencheng Song, Han Wang, Haojie Xia, Juan Cheng, Chang Li, Xun Chen
2022 J jnl
CGTF: Convolution-Guided Transformer for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Jing Li, Jianming Zhu, Chang Li, Xun Chen, Bin Yang
2022 J jnl
DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter.
Expert Syst. Appl.
Xin Yang, Hongtao Huo, Jing Li, Chang Li, Zhao Liu, Xun Chen
2022 — conf
Dual-branch body and boundary supervision network for ultrasound image segmentation.
BIBM
Wentao Liao, Guoping Xu, Xinglong Wu, Xuan Zhang, Chang Li
2022 J jnl
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism.
Comput. Biol. Medicine
Chang Li, Bin Wang, Silin Zhang, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen
2022 J jnl
Multi-channel EEG-based emotion recognition in the presence of noisy labels.
Sci. China Inf. Sci.
Chang Li, Yimeng Hou, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
2022 J jnl
Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks.
IEEE Trans. Instrum. Meas.
Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Chang Li, Xun Chen
2022 J jnl
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems.
IEEE Trans. Geosci. Remote. Sens.
Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen
2022 J jnl
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett.
Chang Li, Chenhong Sui, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
2022 J jnl
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey.
IEEE Signal Process. Mag.
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
2022 J jnl
Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression.
IEEE Trans. Geosci. Remote. Sens.
Chenhong Sui, Jun Zhou, Chang Li, Qiang Zheng, Jie Feng, Xiaoguang Mei, Jing Wang
2021 J jnl
AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks.
IEEE Trans. Multim.
Jing Li, Hongtao Huo, Chang Li, Renhua Wang, Qi Feng
2021 J jnl
Constrained independent vector extraction of quasi-periodic signals from multiple data sets.
Signal Process.
Rencheng Song, Guoping Wang, Juan Cheng, Aiping Liu, Chang Li, Xun Chen
2021 J jnl
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks.
IEEE Trans. Computational Imaging
Rencheng Song, Youyou Huang, Kuiwen Xu, Xiuzhu Ye, Chang Li, Xun Chen
2021 J jnl
Emotion Recognition From Multi-Channel EEG via Deep Forest.
IEEE J. Biomed. Health Informatics
Juan Cheng, Meiyao Chen, Chang Li, Yu Liu, Rencheng Song, Aiping Liu, Xun Chen
2021 J jnl
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network.
IEEE Trans. Computational Imaging
Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen
2021 J jnl
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis.
IEEE Trans. Instrum. Meas.
Rencheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen
2021 J jnl
Multigrained Attention Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Jing Li, Hongtao Huo, Chang Li, Renhua Wang, Chenhong Sui, Zhao Liu
2021 J jnl
Plane-Wave Image Reconstruction via Generative Adversarial Network and Attention Mechanism.
IEEE Trans. Instrum. Meas.
Jiahua Tang, Bao Zou, Chang Li, Shuai Feng, Hu Peng
2021 J jnl
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks.
Comput. Biol. Medicine
Juan Cheng, Yufei Xu, Rencheng Song, Yu Liu, Chang Li, Xun Chen
2021 J jnl
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography.
IEEE J. Biomed. Health Informatics
Rencheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen
2021 J jnl
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation.
IEEE Trans. Instrum. Meas.
Juan Cheng, Ping Wang, Rencheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen
2021 J jnl
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey.
CoRR
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
2020 J jnl
A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion.
Comput. Biol. Medicine
Yu Liu, Chao Zhang, Chang Li, Juan Cheng, Yadong Zhang, Huiqin Xu, Tao Song, Liang Zhao, Xun Chen
2020 J jnl
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras.
Multim. Tools Appl.
Juan Cheng, Xingmao Wang, Rencheng Song, Yu Liu, Chang Li, Xun Chen
2020 J jnl
Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks.
IEEE Trans. Instrum. Meas.
Rencheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, Xun Chen
2020 J jnl
Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance.
Inf. Sci.
Jing Li, Hongtao Huo, Kejian Liu, Chang Li
2020 J jnl
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network.
Comput. Biol. Medicine
Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Rencheng Song, Feng Wan, Xun Chen
2020 J jnl
Multi-focus image fusion: A Survey of the state of the art.
Inf. Fusion
Yu Liu, Lei Wang, Juan Cheng, Chang Li, Xun Chen
2020 J jnl
New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method.
Comput. Biol. Medicine
Rencheng Song, Senle Zhang, Juan Cheng, Chang Li, Xun Chen
2020 J jnl
Sparse unmixing of hyperspectral data with bandwise model.
Inf. Sci.
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen
2020 J jnl
Unsupervised Manifold-Preserving and Weakly Redundant Band Selection Method for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Chenhong Sui, Chang Li, Jie Feng, Xiaoguang Mei
2019 — conf
A Robust Algorithm for Multichannel Eeg Compressed Sensing with Mixed Noise.
GlobalSIP
Wei Tao, Chang Li, Juan Cheng
2019 J jnl
FusionGAN: A generative adversarial network for infrared and visible image fusion.
Inf. Fusion
Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang
2019 C conf
Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network.
ICMLA
Jing Li, Hongtao Huo, Kejian Liu, Chang Li, Shuo Li, Xin Yang
2019 J jnl
Infrared and visible image fusion methods and applications: A survey.
Inf. Fusion
Jiayi Ma, Yong Ma, Chang Li
2019 J jnl
Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection.
IEEE Access
Jing Li, Hongtao Huo, Chenhong Sui, Chenchen Jiang, Chang Li
2019 J jnl
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study.
IEEE Access
Juan Cheng, Luchang Li, Chang Li, Yu Liu, Aiping Liu, Ruobing Qian, Xun Chen
2018 J jnl
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization.
IEEE Geosci. Remote. Sens. Lett.
Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma
2018 J jnl
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model.
Remote. Sens.
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Hu Peng, Qiang Chen, Xun Chen
2018 J jnl
Position-independent gesture recognition using sEMG signals via canonical correlation analysis.
Comput. Biol. Medicine
Juan Cheng, Fulin Wei, Chang Li, Yu Liu, Aiping Liu, Xun Chen
2018 J jnl
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation.
Neurocomputing
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
2018 J jnl
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma
2018 J jnl
Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks.
Sensors
Tian Tian, Chang Li, Jinkang Xu, Jiayi Ma
2017 J jnl
Hyperspectral Image Classification with Spatial Filtering and l
Sensors
Hao Li, Chang Li, Cong Zhang, Zhe Liu, Chengyin Liu
2017 J jnl
Hyperspectral image denoising with superpixel segmentation and low-rank representation.
Inf. Sci.
Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma
2017 J jnl
Robust Sparse Hyperspectral Unmixing With ell
IEEE Trans. Geosci. Remote. Sens.
Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2017 J jnl
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation.
Remote. Sens.
Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
2016 J jnl
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.
IEEE Geosci. Remote. Sens. Lett.
Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 J jnl
Hyperspectral Image Classification With Robust Sparse Representation.
IEEE Geosci. Remote. Sens. Lett.
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 J jnl
Hyperspectral Unmixing with Robust Collaborative Sparse Regression.
Remote. Sens.
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
2016 B conf
Hyperspectral image denoising based on low-rank representation and superpixel segmentation.
ICIP
Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang
2016 C conf
Hyperspectral image denoising with segmentation-based low rank representation.
VCIP
Jiayi Ma, Junjun Jiang, Chang Li
2016 J jnl
Infrared and visible image fusion via gradient transfer and total variation minimization.
Inf. Fusion
Jiayi Ma, Chen Chen, Chang Li, Jun Huang
2016 C conf
Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.
VCIP
Jiayi Ma, Junjun Jiang, Jun Chen, Chengyin Liu, Chang Li
2016 C conf
Robust sparse unmixing of hyperspectral data.
IGARSS
Yong Ma, Chang Li, Jiayi Ma
2016 C conf
Sparse unmixing of hyperspectral data based on robust linear mixing model.
VCIP
Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma
2015 J jnl
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching.
Sensors
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma