Xiaorou Zheng

17 papers Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Confidence-Aware Adaptive Fusion Leaning of Imbalance Multi-Modal Data for Cancer Diagnosis and Prognosis.
IEEE J. Biomed. Health Informatics
Ziye Zhang, Shijin Wang, Yuying Huang, Xiaorou Zheng, Shoubin Dong
2026 J jnl
Multi-Vector Biomedical Dense Retrieval with Knowledge-Enhanced Entity-Type Clustering.
ACM Trans. Knowl. Discov. Data
Xinyan Deng, Jiajie Tan, Xiaorou Zheng, Shoubin Dong
2026 J jnl
Unsupervised SAM-guided mixture-of-multimodal-experts fusion network for medical image diagnosis.
Neural Networks
Jing Li, Yixuan Wu, Xiaorou Zheng, Shoubin Dong
2025 J jnl
ADFusion: Multi-modal adaptive deep fusion for cancer subtype prediction.
Inf. Fusion
Ziye Zhang, Weixian Huang, Shijin Wang, Kaiwen Tan, Xiaorou Zheng, Shoubin Dong
2025 J jnl
Adaptive disentangled target representation for unsupervised domain adaptation in remote sensing segmentation.
Eng. Appl. Artif. Intell.
Runuo Lu, Shoubin Dong, Jianxin Jia, Xusheng Wang, Kai Liu, Jinsong Chen, Shanxin Guo, Xiaorou Zheng
2025 J jnl
Car Damage Detection Based on Multi-View Fusion and Alignment: Dataset and Method.
IEEE Trans. Intell. Transp. Syst.
Jinbo Peng, Shoubin Dong, Hua Yuan, Xiaorou Zheng
2025 J jnl
Reconstruction of Thermal Infrared Sea Surface Temperature Using a Diffusion Model.
IEEE Trans. Geosci. Remote. Sens.
Yawei Wang, Xia Zhou, Yuxuan Chen, Rongjin Guo, Xiaonning Song, Tinghui Zhang, Jing Zhang, Yueli Chen, Zhicheng Liu, Xiaorou Zheng
2025 J jnl
Training and inference Time Efficiency Assessment Framework for machine learning algorithms: A case study for hyperspectral image classification.
Int. J. Appl. Earth Obs. Geoinformation
Xiaorou Zheng, Jianxin Jia, Shoubin Dong, Yawei Wang, Runuo Lu, Yuwei Chen, Yueming Wang
2024 J jnl
Explicit High-Level Semantic Network for Domain Generalization in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xusheng Wang, Shoubin Dong, Xiaorou Zheng, Runuo Lu, Jianxin Jia
2024 J jnl
MBFusion: Multi-modal balanced fusion and multi-task learning for cancer diagnosis and prognosis.
Comput. Biol. Medicine
Ziye Zhang, Wendong Yin, Shijin Wang, Xiaorou Zheng, Shoubin Dong
2024 — conf
Supervoxels-based Self-supervised Few-shot 3D Medical Image Segmentation via Multiple Features Transfer.
BIBM
Jing Li, Yixuan Wu, Xiaorou Zheng, Shoubin Dong
2022 J jnl
Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Jianxin Jia, Xiaorou Zheng, Shanxin Guo, Yueming Wang, Jinsong Chen
2022 J jnl
Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study.
IEEE Trans. Geosci. Remote. Sens.
Jianxin Jia, Jinsong Chen, Xiaorou Zheng, Yueming Wang, Shanxin Guo, Haibin Sun, Changhui Jiang, Mika Karjalainen, Kirsi Karila, Zhiyong Duan, Tinghuai Wang, Chong Xu, Juha Hyyppä, Yuwei Chen
2021 J jnl
Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification.
Remote. Sens.
Chuang Lin, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yan Yang, Yingfei Xiong
2021 J jnl
Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaorou Zheng, Jianxin Jia, Shanxin Guo, Jinsong Chen, Luyi Sun, Yingfei Xiong, Wenna Xu
2020 J jnl
High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction.
Sensors
Wenna Xu, Xinping Deng, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yingfei Xiong, Yuan Shen, Xiaoqin Wang
2020 J jnl
Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors.
Remote. Sens.
Yingfei Xiong, Shanxin Guo, Jinsong Chen, Xinping Deng, Luyi Sun, Xiaorou Zheng, Wenna Xu