Xin He

28 papers C 3Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
AWBIFS: An incremental fusion system for arrhythmia recognition on imbalanced ECG data with adaptive weighting.
Expert Syst. Appl.
Yaqin Zhao, Jianchao Feng, Xin He, Xiangrui Hu, Han Li, Hikmat Ullah, Longwen Wu
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
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
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
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
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
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
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
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
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
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
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 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
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
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