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董

董守斌 (Shoubin Dong)

south china university of technology

29H-index
195Paper Count
2.8KCitation Count
Published Papers 53
Publication Date
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Causality-Guided Diffusion and Fusion of incomplete multi-modal data for robust survival prognosis
errMedical Image Analysis
IF11.8
err2026-07-09
err0
PREAI
errYuying Huang; Xiaorou Zheng; Shoubin Dong
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errSave
Knowledge-enhanced explicitly disentangled representation with missing modality for medical image diagnosis
errInformation Fusion
IF15.5
err2026-05-29
err0
PREAI
errJing Li; Hongyuan Diao; Qinkai Yu; Feixiang Zhou; Xiaorou Zheng; Yalin Zheng; Yanda Meng; Shoubin Dong
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errSave
Dynamic patient similarity modeling with multi-source fused clinical knowledge for enhanced disease prediction
errEngineering Applications of Artificial Intelligence
IF8
err2026-04-16
err0
PREAI
errYichen He; Yuchen Lin; Xiaorou Zheng; Shoubin Dong; Jun Fu
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errSave
Multi-Vector Biomedical Dense Retrieval with Knowledge-Enhanced Entity-Type Clustering
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2026-02-01
err0
PREAI
errDeng, Xinyan; Tan, Jiajie; Zheng, Xiaorou; Dong, Shoubin
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errSave
IKDP: Implicit Knowledge Enhanced Disease Prediction via heterogeneous admission sequence graphs
errArtificial Intelligence in Medicine
IF6.2
err2026-01-24
err0
PREAI
errZongbao Yang; Yuchen Lin; Yichen He; Jinlong Hu; Ruxin Wang; Hao Zhang; Shoubin Dong
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errSave
Unsupervised SAM-guided mixture-of-multimodal-experts fusion network for medical image diagnosis
errNeural Networks
IF6.3
err2025-11-22
err0
PREAI
errJing Li; Yixuan Wu; Xiaorou Zheng; Shoubin Dong
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errSave
DGX: Uncovering General Behavior of Deep Graph Models With Model-Level Explanation
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-11-01
err0
PREAI
errHu, Jinlong; Liu, Jiacheng; Dong, Shoubin; Liao, Bin; Liang, Junjie; Honavar, Vasant
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ADFusion: Multi-modal adaptive deep fusion for cancer subtype prediction
errINFORMATION FUSION
IF15.5
err2025-06-17
err0
PREAI
errZhang, Ziye; Huang, Weixian; Wang, Shijin; Tan, Kaiwen; Zheng, Xiaorou; Dong, Shoubin
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errSave
Adaptive disentangled target representation for unsupervised domain adaptation in remote sensing segmentation
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-09
err0
PREAI
errLu, Runuo; Dong, Shoubin; Jia, Jianxin; Wang, Xusheng; Liu, Kai; Chen, Jinsong; Guo, Shanxin; Zheng, Xiaorou
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errSave
Training and inference Time Efficiency Assessment Framework for machine learning algorithms: A case study for hyperspectral image classification
errInternational Journal of Applied Earth Observation and Geoinformation
IF8.6
err2025-05-29
err0
PREAI
errXiaorou Zheng; Jianxin Jia; Shoubin Dong; Yawei Wang; Runuo Lu; Yuwei Chen; Yueming Wang
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errSave
Knowledge enhanced edge-driven graph neural ranking for biomedical information retrieval
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errLiu, Xiaofeng; Tan, Jiajie; Dong, Shoubin
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errSave
Overloaded vehicle identification for long-span bridges based on physics-informed multi-task deep learning leveraging influence line
errENGINEERING STRUCTURES
IF6.4
err2025-03-01
err0
PREAI
errLiu, Jun; Li, Yuqin; Dong, Shoubin; Zhou, Licheng; Liu, Zejia; Yang, Bao; Jiang, Zhenyu; Liu, Yiping; Tang, Liqun
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errSave
Identifying major depressive disorder based on cerebral blood flow and brain structure: An explainable multimodal learning study
errJOURNAL OF PSYCHIATRIC RESEARCH
IF3.2
err2025-02-01
err0
PREAI
errHu, Jinlong; Hou, Yaqian; Peng, Bo; Liao, Bin; Xu, Ziyun; Hou, Gangqiang; Dong, Shoubin
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errSave
Transformer based deep learning for digital image correlation
errOPTICS AND LASERS IN ENGINEERING
IF3.7
err2025-01-01
err1
PREAI
errZhou, Yifei; Zuo, Qianjiang; Chen, Nan; Zhou, Licheng; Yang, Bao; Liu, Zejia; Liu, Yiping; Tang, Liqun; Dong, Shoubin; Jiang, Zhenyu
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errSave
Spatio-temporal learning and explaining for dynamic functional connectivity analysis: Application to depression
errJOURNAL OF AFFECTIVE DISORDERS
IF4.9
err2024-11-01
err0
PREAI
errHu, Jinlong; Luo, Jianmiao; Xu, Ziyun; Liao, Bin; Dong, Shoubin; Peng, Bo; Hou, Gangqiang
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errSave
The effect of artificial intelligence evolving on hyperspectral imagery with different signal-to-noise ratio, spectral and spatial resolutions
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2024-09-01
err2
errOAAI
errJia, Jianxin; Zheng, Xiaorou; Wang, Yueming; Chen, Yuwei; Karjalainen, Mika; Dong, Shoubin; Lu, Runuo; Wang, Jianyu; Hyyppa, Juha
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errSave
An efficient many-objective optimization algorithm for computation offloading in heterogeneous vehicular edge computing network
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2024-02-01
err7
PREAI
errWu, Xiaofei; Dong, Shoubin; Hu, Jinlong; Huang, Zhidong
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errSave
Explicit High-Level Semantic Network for Domain Generalization in Hyperspectral Image Classification
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err1
PREAI
errWang, Xusheng; Dong, Shoubin; Zheng, Xiaorou; Lu, Runuo; Jia, Jianxin
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errSave
Interpretable Disease Prediction via Path Reasoning over medical knowledge graphs and admission history
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2023-12-01
err6
PREAI
errYang, Zongbao; Lin, Yuchen; Xu, Yinxin; Hu, Jinlong; Dong, Shoubin
errShare
errSave
Incorporating entity-level knowledge in pretrained language model for biomedical dense retrieval
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-11-01
err1
PREAI
errTan, Jiajie; Hu, Jinlong; Dong, Shoubin
errShare
errSave

Research Directions

多模态大数据分析高性能计算与云计算信息检索与大语言模型
Co-authors
Cooperation Journals
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郑春苗 (Chunmiao Zheng)
H-index: 88 · Papers: 739
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Juha Hyyppä
H-index: 85 · Papers: 778
L
Lei Shu
H-index: 83 · Papers: 856
韩光洁 cover
韩光洁 (Guangjie Han)
H-index: 75 · Papers: 705
T
Tie‐Yan Liu
H-index: 74 · Papers: 547
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