Yushi Chen

85 papers B 3C 11Journal 66Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distance-Aware Hypergraph and Attention Network With Unimodal Assistance for Multimodal Sentiment Analysis.
IEEE Trans. Netw. Sci. Eng.
Yibing Wang, Wupeng Xie, Zhutian Yang, Linhan Wang, Mingqian Liu, Yushi Chen, Yue Gao
2025 J jnl
A Light-Weighted Fusion Vision Mamba for Multimodal Remote Sensing Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin He, Xiao Han, Yushi Chen, Lingbo Huang
2025 J jnl
Co-Training Vision Language Models for Remote Sensing Multi-task Learning.
CoRR
Qingyun Li, Shuran Ma, Junwei Luo, Yi Yu, Yue Zhou, Fengxiang Wang, Xudong Lu, Xiaoxing Wang, Xin He, Yushi Chen, Xue Yang, Junchi Yan
2025 J jnl
DAFDet: A Unified Dynamic SAR Target Detection Architecture With Asymptotic Fusion Enhancement and Feature Encoding Decoupling.
IEEE Trans. Geosci. Remote. Sens.
Yahu Yang, Yuntao Du, Li Zhang, Guoqi Li, Yushi Chen, Guorui Cheng, Shenmin Song
2025 J jnl
HZSCM: Hyperspectral Image Zero-Shot Classification via Vision-Language Models.
IEEE Trans. Geosci. Remote. Sens.
Lingbo Huang, Yushi Chen, Zhaokui Li, Pedram Ghamisi, Qian Du
2025 J jnl
HyperSL: A Spectral Foundation Model for Hyperspectral Image Interpretation.
IEEE Trans. Geosci. Remote. Sens.
Weili Kong, Baisen Liu, Xiaojun Bi, Changdong Yu, Xinyao Li, Yushi Chen
2025 J jnl
KE-RSIC: Remote Sensing Image Captioning Based on Knowledge Embedding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kangda Cheng, Erik Cambria, Jinlong Liu, Yushi Chen, Zhilu Wu
2025 — conf
Multi-Task Hypergraph-Attention Framework for Multimodal Sentiment Analysis.
VTC2025-Spring
Yibing Wang, Zhutian Yang, Linhan Wang, Mingqian Liu, Yushi Chen
2025 J jnl
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding.
IEEE Trans. Geosci. Remote. Sens.
Ke Bi, Zhaokui Li, Yushi Chen, Qian Du, Li Ma, Yan Wang, Zhuoqun Fang, Mingtai Qi
2025 J jnl
SUMMIT: A SAR foundation model with multiple auxiliary tasks enhanced intrinsic characteristics.
Int. J. Appl. Earth Obs. Geoinformation
Yuntao Du, Yushi Chen, Lingbo Huang, Yahu Yang, Pedram Ghamisi, Qian Du
2024 J jnl
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Ying Zeng, Yushi Chen, Xue Yang, Qingyun Li, Junchi Yan
2024 C conf
An Ensemble Learning-Based Transformer for Radar Jamming Recognition with Insufficient Samples.
IGARSS
Menglu Zhang, Xin He, Yushi Chen, Ye Zhang
2024 J jnl
Co-Training Transformer for Remote Sensing Image Classification, Segmentation, and Detection.
IEEE Trans. Geosci. Remote. Sens.
Qingyun Li, Yushi Chen, Xin He, Lingbo Huang
2024 J jnl
Cross-Domain Few-Shot Hyperspectral Image Classification With Cross-Modal Alignment and Supervised Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Chenyang Zhang, Yan Wang, Wei Li, Qian Du, Zhuoqun Fang, Yushi Chen
2024 J jnl
Dual Branch Masked Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Kuo Li, Yushi Chen, Lingbo Huang
2024 J jnl
Foundation Model-Based Multimodal Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du
2024 J jnl
Foundation Model-Based Spectral-Spatial Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lingbo Huang, Yushi Chen, Xin He
2024 J jnl
LVM-StARS: Large Vision Model Soft Adaption for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Bohan Yang, Yushi Chen, Pedram Ghamisi
2024 J jnl
Multi-sensor multispectral reconstruction framework based on projection and reconstruction.
Sci. China Inf. Sci.
Tianshuai Li, Tianzhu Liu, Xian Li, Yanfeng Gu, Yukun Wang, Yushi Chen
2024 J jnl
Spectral Reconstruction for Paired Images Based on Semi-Supervised Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Tianshuai Li, Tianzhu Liu, Yanfeng Gu, Yushi Chen
2024 J jnl
Spectral-Spatial Mamba for Hyperspectral Image Classification.
CoRR
Lingbo Huang, Yushi Chen, Xin He
2024 J jnl
Spectral-Spatial Mamba for Hyperspectral Image Classification.
Remote. Sens.
Lingbo Huang, Yushi Chen, Xin He
2024 C conf
Swin Transformer with Improved Blind-Spot Network for SAR Target Classification.
IGARSS
Xin He, Yushi Chen, Lingbo Huang, Menglu Zhang
2024 J jnl
Weakly Supervised Transformer for Radar Jamming Recognition.
Remote. Sens.
Menglu Zhang, Yushi Chen, Ye Zhang
2023 J jnl
ARS-DETR: Aspect Ratio Sensitive Oriented Object Detection with Transformer.
CoRR
Ying Zeng, Xue Yang, Qingyun Li, Yushi Chen, Junchi Yan
2023 J jnl
Bayesian Deep Learning for Hyperspectral Image Classification With Low Uncertainty.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Lingbo Huang
2023 J jnl
Few-Shot Hyperspectral Image Classification With Self-Supervised Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Hui Guo, Yushi Chen, Cuiwei Liu, Qian Du, Zhuoqun Fang, Yan Wang
2023 J jnl
Spectral-Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lingbo Huang, Yushi Chen, Xin He
2022 J jnl
Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels.
IEEE Geosci. Remote. Sens. Lett.
Qingyun Li, Yushi Chen, Pedram Ghamisi
2022 J jnl
Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhuoqun Fang, Yuexin Yang, Zhaokui Li, Wei Li, Yushi Chen, Li Ma, Qian Du
2022 J jnl
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhaokui Li, Ming Liu, Yushi Chen, Yimin Xu, Wei Li, Qian Du
2022 J jnl
Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Pedram Ghamisi
2022 J jnl
Heterogeneous Few-Shot Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Yan Wang, Ming Liu, Yuexin Yang, Zhaokui Li, Qian Du, Yushi Chen, Fei Li, Haibo Yang
2022 J jnl
Soft Augmentation-Based Siamese CNN for Hyperspectral Image Classification With Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Weiquan Wang, Yushi Chen, Xin He, Zhaokui Li
2022 J jnl
Supervised Contrastive Learning-Based Classification for Hyperspectral Image.
Remote. Sens.
Lingbo Huang, Yushi Chen, Xin He, Pedram Ghamisi
2022 J jnl
Toward a Trustworthy Classifier With Deep CNN: Uncertainty Estimation Meets Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Lingbo Huang
2022 J jnl
Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Weiquan Wang, Yushi Chen, Pedram Ghamisi
2022 J jnl
Two-Branch Pure Transformer for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xin He, Yushi Chen, Qingyun Li
2021 C conf
Boosting CNN for Hyperspectral Image Classification.
IGARSS
Haoyu Zhang, Yushi Chen, Xin He, Xingliang Shen
2021 J jnl
Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples.
IEEE Geosci. Remote. Sens. Lett.
Lingbo Huang, Yushi Chen
2021 — conf
Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding.
ICIG (1)
Menglu Zhang, Yushi Chen, Xin Lu, Hao Chen, Ye Zhang
2021 J jnl
LiDAR Data Classification Based on Automatic Designed CNN.
IEEE Geosci. Remote. Sens. Lett.
Hao Xie, Yushi Chen
2021 J jnl
Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification.
Remote. Sens.
Xin He, Yushi Chen
2021 J jnl
Spatial-Spectral Transformer for Hyperspectral Image Classification.
Remote. Sens.
Xin He, Yushi Chen, Zhouhan Lin
2021 J jnl
Transferring CNN Ensemble for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xin He, Yushi Chen
2021 J jnl
Weakly Supervised Classification of Hyperspectral Image Based on Complementary Learning.
Remote. Sens.
Lingbo Huang, Yushi Chen, Xin He
2020 J jnl
Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples.
IEEE Access
Guangqing Shao, Yushi Chen, Yinsheng Wei
2020 J jnl
Deep Fusion for Radar Jamming Signal Classification Based on CNN.
IEEE Access
Guangqing Shao, Yushi Chen, Yinsheng Wei
2020 J jnl
Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Xin He, Yushi Chen, Pedram Ghamisi
2019 J jnl
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.
Remote. Sens.
Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
2019 J jnl
Deep Learning Ensemble for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
CoRR
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Deep Learning for Hyperspectral Image Classification: An Overview.
IEEE Trans. Geosci. Remote. Sens.
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2019 J jnl
Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning.
Remote. Sens.
Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia
2019 J jnl
LiDAR Data Classification Using Spatial Transformation and CNN.
IEEE Geosci. Remote. Sens. Lett.
Xin He, Aili Wang, Pedram Ghamisi, Guoyu Li, Yushi Chen
2019 J jnl
Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network.
IEEE Geosci. Remote. Sens. Lett.
Xin He, Yushi Chen
2019 J jnl
Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy.
IEEE Geosci. Remote. Sens. Lett.
Di Wu, Ye Zhang, Yushi Chen, Shengwei Zhong
2018 J jnl
Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
2018 J jnl
LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Aili Wang, Xin He, Pedram Ghamisi, Yushi Chen
2018 — conf
Object Tracking Based on Hierarchical Convolutional Features.
ICPCSEE (1)
Aili Wang, Haiyang Liu, Yushi Chen, Yuji Iwahori
2017 J jnl
Combining Component Substitution and Multiresolution Analysis: A Novel Generalized BDSD Pansharpening Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shengwei Zhong, Ye Zhang, Yushi Chen, Di Wu
2017 J jnl
Deep Fusion of Remote Sensing Data for Accurate Classification.
IEEE Geosci. Remote. Sens. Lett.
Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu
2017 J jnl
Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Yushi Chen, Lin Zhu, Pedram Ghamisi, Xiuping Jia, Guoyu Li, Liang Tang
2016 J jnl
Adaptive Morphological Filtering Method for Structural Fusion Restoration of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yidan Teng, Ye Zhang, Yushi Chen, Chunli Ti
2016 J jnl
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi
2016 J jnl
Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks.
IEEE Trans. Image Process.
Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang, Yushi Chen
2015 C conf
3D sparse coding based denoising of hyperspectral images.
IGARSS
Di Wu, Ye Zhang, Yushi Chen
2015 — conf
Convolutional recurrent neural networks: Learning spatial dependencies for image representation.
CVPR Workshops
Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang, Yushi Chen
2015 J jnl
Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Xing Zhao, Xiuping Jia
2015 J jnl
Spectral-Spatial Classification of Hyperspectral Image Using Autoencoders.
CoRR
Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang
2014 C conf
A bidirectional gradient prediction based method for hyperspectral data junk bands restoration.
IGARSS
Yidan Teng, Ye Zhang, Yushi Chen
2014 B conf
A novel hyperspectral images destriping method based on edge reconstruction and adaptive morphological operators.
ICIP
Yidan Teng, Ye Zhang, Yushi Chen, Chunli Ti
2014 J jnl
Deep Learning-Based Classification of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Zhouhan Lin, Xing Zhao, Gang Wang, Yanfeng Gu
2014 C conf
Joint Adaboost and multifeature based ensemble for hyperspectral image classification.
IGARSS
Yushi Chen, Xing Zhao, Zhouhan Lin
2014 J jnl
Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yushi Chen, Xing Zhao, Zhouhan Lin
2014 C conf
Spatial information aided fine classification of hyperspectral images with similar spectrums.
IGARSS
Shengwei Zhong, Yushi Chen, Ye Zhang
2013 C conf
Riemannian manifold learning based k-nearest-neighbor for hyperspectral image classification.
IGARSS
Yushi Chen, Zhouhan Lin, Xing Zhao
2013 C conf
Spectral-spatial classification of hyperspectral image using autoencoders.
ICICS
Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang
2012 B conf
A novel level set framework for LOD2 building modeling.
ICIP
Bing Jia, Ye Zhang, Yushi Chen, Zhilu Wu
2012 C conf
Parallel implementation for SAM algorithm based on GPU and distributed computing.
IGARSS
Haicheng Qu, Junping Zhang, Yushi Chen, Hao Chen, Zhouhan Lin
2011 C conf
A robust spectral target recognition method for hyperspectral data based on combined spectral signatures.
IGARSS
Xiao Fan, Ye Zhang, Feng Li, Yushi Chen, Tao Shao, Shuang Zhou
2011 B conf
Fast Vector Quantization Algorithm for Hyperspectral Image Compression.
DCC
Yushi Chen, Yuhang Zhang, Ye Zhang, Zhixin Zhou
2010 J jnl
A BOI-Preserving-Based Compression Method for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Chen, Ye Zhang, Junping Zhang, Yushi Chen
2008 — conf
Hyperspectral Image Compression Based on the Protection of Information of Interest.
IGARSS (2)
Junping Zhang, Weiming Peng, Yushi Chen, Ye Zhang