Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors. - Yingfei Xiong 002; Shanxin Guo; Jinsong Chen 001; Xinping Deng; Luyi Sun; Xiaorou Zheng; Wenna Xu (Remote. Sens., 2020)

High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction. - Wenna Xu; Xinping Deng; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Xiaorou Zheng; Yingfei Xiong 002; Yuan Shen; Xiaoqin Wang (Sensors, 2020)

Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification. - Chuang Lin 001; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Xiaorou Zheng; Yan Yang; Yingfei Xiong 002 (Remote. Sens., 2021)

Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification. - Xiaorou Zheng; Jianxin Jia; Shanxin Guo; Jinsong Chen 001; Luyi Sun; Yingfei Xiong 002; Wenna Xu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images. - Jianxin Jia; Xiaorou Zheng; Shanxin Guo; Yueming Wang 002; Jinsong Chen 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study. - Jianxin Jia; Jinsong Chen 001; Xiaorou Zheng; Yueming Wang 002; Shanxin Guo; Haibin Sun; Changhui Jiang; Mika Karjalainen; Kirsi Karila; Zhiyong Duan; Tinghuai Wang; Chong Xu; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Supervoxels-based Self-supervised Few-shot 3D Medical Image Segmentation via Multiple Features Transfer. - Jing Li; Yixuan Wu; Xiaorou Zheng; Shoubin Dong (BIBM, 2024)

MBFusion: Multi-modal balanced fusion and multi-task learning for cancer diagnosis and prognosis. - Ziye Zhang; Wendong Yin; Shijin Wang; Xiaorou Zheng; Shoubin Dong (Comput. Biol. Medicine, 2024)

Explicit High-Level Semantic Network for Domain Generalization in Hyperspectral Image Classification. - Xusheng Wang; Shoubin Dong; Xiaorou Zheng; Runuo Lu; Jianxin Jia (IEEE Trans. Geosci. Remote. Sens., 2024)

Training and inference Time Efficiency Assessment Framework for machine learning algorithms: A case study for hyperspectral image classification. - Xiaorou Zheng; Jianxin Jia; Shoubin Dong; Yawei Wang; Runuo Lu; Yuwei Chen; Yueming Wang (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Adaptive disentangled target representation for unsupervised domain adaptation in remote sensing segmentation. - Runuo Lu; Shoubin Dong; Jianxin Jia; Xusheng Wang; Kai Liu; Jinsong Chen; Shanxin Guo; Xiaorou Zheng (Eng. Appl. Artif. Intell., 2025)

ADFusion: Multi-modal adaptive deep fusion for cancer subtype prediction. - Ziye Zhang; Weixian Huang; Shijin Wang; Kaiwen Tan; Xiaorou Zheng; Shoubin Dong (Inf. Fusion, 2025)

Reconstruction of Thermal Infrared Sea Surface Temperature Using a Diffusion Model. - Yawei Wang 001; Xia Zhou; Yuxuan Chen; Rongjin Guo; Xiaonning Song; Tinghui Zhang; Jing Zhang; Yueli Chen; Zhicheng Liu; Xiaorou Zheng (IEEE Trans. Geosci. Remote. Sens., 2025)

Car Damage Detection Based on Multi-View Fusion and Alignment: Dataset and Method. - Jinbo Peng; Shoubin Dong; Hua Yuan; Xiaorou Zheng (IEEE Trans. Intell. Transp. Syst., 2025)