Xiaorou Zheng

According to our database, Xiaorou Zheng authored at least 20 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Multi-Vector Biomedical Dense Retrieval with Knowledge-Enhanced Entity-Type Clustering.

Xinyan Deng, Jiajie Tan, Xiaorou Zheng, Shoubin Dong

ACM Trans. Knowl. Discov. Data, February, 2026

Confidence-Aware Adaptive Fusion Leaning of Imbalance Multi-Modal Data for Cancer Diagnosis and Prognosis.

Ziye Zhang, Shijin Wang, Yuying Huang, Xiaorou Zheng, Shoubin Dong

IEEE J. Biomed. Health Informatics, January, 2026

Unsupervised SAM-guided mixture-of-multimodal-experts fusion network for medical image diagnosis.

Jing Li, Yixuan Wu, Xiaorou Zheng, Shoubin Dong

Neural Networks, 2026

Knowledge-enhanced explicitly disentangled representation with missing modality for medical image diagnosis.

Jing Li, Hongyuan Diao, Qinkai Yu, Feixiang Zhou, Xiaorou Zheng, Yalin Zheng, Yanda Meng, Shoubin Dong

Inf. Fusion, 2026

Dynamic patient similarity modeling with multi-source fused clinical knowledge for enhanced disease prediction.

Yichen He, Yuchen Lin, Xiaorou Zheng, Shoubin Dong, Jun Fu

Eng. Appl. Artif. Intell., 2026

Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection.

Xinyan Deng, Shoubin Dong, Xiaorou Zheng

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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., April, 2025

Reconstruction of Thermal Infrared Sea Surface Temperature Using a Diffusion Model.

Yawei Wang, Xia Zhou, Yuxuan Chen, Rongjin Guo, Xiaonning Song, Tinghui Zhang, Jing Zhang, Yueli Chen, Zhicheng Liu, Xiaorou Zheng

IEEE Trans. Geosci. Remote. Sens., 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

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

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

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

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

Supervoxels-based Self-supervised Few-shot 3D Medical Image Segmentation via Multiple Features Transfer.

Jing Li, Yixuan Wu, Xiaorou Zheng, Shoubin Dong

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2022

Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study.

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

IEEE Trans. Geosci. Remote. Sens., 2022

Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images.

Jianxin Jia, Xiaorou Zheng, Shanxin Guo, Yueming Wang, Jinsong Chen

IEEE Geosci. Remote. Sens. Lett., 2022

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, Luyi Sun, Yingfei Xiong, Wenna Xu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification.

Chuang Lin, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yan Yang, Yingfei Xiong

Remote. Sens., 2021

2020

High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction.

Wenna Xu, Xinping Deng, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yingfei Xiong, Yuan Shen, Xiaoqin Wang

Sensors, 2020

Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors.

Yingfei Xiong, Shanxin Guo, Jinsong Chen, Xinping Deng, Luyi Sun, Xiaorou Zheng, Wenna Xu

Remote. Sens., 2020