Publications
You can also find my articles on my Google Scholar profile.
Journal Papers
Uni-coal: A unified framework for cross-modality synthesis and super-resolution of mr images
Zhiyun Song, Zengxin Qi, Xin Wang, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Manman Fei, Zhe Wang, Di Zang, Dongdong Chen, Linlin Yao, Qian Wang, Xuehai Wu, Lichi Zhang.
Expert Systems with Applications, Volume: 270, Page: 126241, SCI Q1, IF=7.5, 2025.
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li, Zhiming Cui, Lichi Zhang, Sheng Wang, Chenjin Lei, Xi Ouyang, Dongdong Chen, Xiangyu Zhao, Yajia Gu, Zaiyi Liu, Chunling Liu, Dinggang Shen, Jie-Zhi Cheng.
Computers in Biology and Medicine, Volume: 185, Page: 109455, SCI Q2, IF=7.0, 2025.
Exploring Multi-Connectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
Dongdong Chen, Mengjun Liu, Zhenrong Shen, Linlin Yao, Xiangyu Zhao, Zhiyun Song, Haolei Yuan, Qian Wang, Lichi Zhang.
IEEE Transactions on Neural Networks and Learning Systems, Early Access, DOI: 10.1109/TNNLS.2024.3481667, SCI Q1, IF=10.2, 2024.
Guiding Fusion of Dynamic Functional and Effective Connectivity in Spatio-Temporal Graph Neural Network for Brain Disorder Classification
Dongdong Chen, Mengjun Liu, Sheng Wang, Zheren Li, Lu Bai, Qian Wang, Dinggang Shen, Lichi Zhang.
Knowledge-Based Systems, Online Publish, https://doi.org/10.1016/j.knosys.2024.112856, SCI Q1. IF=7.2, 2024.
AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images
Linlin Yao, Dongdong Chen, Xiangyu Zhao, Manman Fei, Zhiyun Song, Zhong Xue, Yiqiang Zhan, Bin Song, Feng Shi, Qian Wang, Dinggang Shen.
IEEE Transactions on Medical Imaging, Early Access, DOI: 10.1109/TMI.2024.3496194, SCI Q1, IF=8.9, 2024.
Whole Slide Cervical Cancer Classification via Graph Attention Networks and Contrastive Learning
Manman Fei, Xin Zhang, Dongdong Chen, Zhiyun Song, Qian Wang, Lichi Zhang.
Neurocomputing, Volume: 613, Page: 128787, SCI Q2, IF=5.5, 2024.
Randomizing Human Brain Function Representation for Brain Disease Diagnosis
Mengjun Liu#, Huifeng Zhang#, Mianxin Liu, Dongdong Chen, Zixu Zhuang, Xin Wang, Lichi Zhang, Daihui Peng, Qian Wang.
IEEE Transactions on Medical Imaging, Volume: 43, Issue: 7, SCI Q1, IF=8.9, 2024.
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification
Mengjun Liu#, Huifeng Zhang#, Mianxin Liu, Dongdong Chen, Rubai Zhou, Wenxian Lu, Lichi Zhang, Dinggang Shen, Qian Wang, Daihui Peng.
IEEE Transactions on Affective Computing, Volume: 15, Issue: 3, SCI Q2, IF=9.6, 2024.
Position-aware and structure embedding networks for deep graph matching
Dongdong Chen, Yuxing Dai, Lichi Zhang, Zhihong Zhang, Edwin R Hancock.
Pattern recognition, Volume: 136, Page: 109242, SCI Q1, IF=7.5, 2023.
基于时空分布映射的大规模电池健康状态研究
王波， 陈东东， 张锦霞， 张之琛， 马星星， 张志宏.
智慧电力, 中文核心, 2022.
Thermodynamic motif analysis for directed stock market networks
Dongdong Chen, Xingchen Guo, Jianjia Wang, Jiatong Liu, Zhihong Zhang, Edwin R Hancock.
Pattern recognition, Volume: 114, Page: 107872, SCI Q1, IF=7.5, 2021.
Cluster Expansion Analysis for Dynamic Networks
Jianjia Wang, Zhihong Zhang, Dongdong Chen, Edwin R Hancock.
New Ideas Concerning Science and Technology, 2021.
Graph motif entropy for understanding time-evolving networks
Zhihong Zhang, Dongdong Chen (first student author), Lu Bai, Jianjia Wang, Edwin R Hancock.
IEEE Transactions on Neural Networks and Learning Systems, Volume: 34, Issue: 4, SCI Q1, IF=10.2, 2020.
Depth-based subgraph convolutional auto-encoder for network representation learning
Zhihong Zhang, Dongdong Chen (first student author), Zeli Wang, Heng Li, Lu Bai, Edwin R Hancock.
Pattern Recognition, Volume: 90, Pages: 363-376, SCI Q1, IF=7.5, 2019.
Quantum-based subgraph convolutional neural networks
Zhihong Zhang, Dongdong Chen (first student author), Jianjia Wang, Lu Bai, Edwin R Hancock.
Pattern Recognition, Volume: 88, Pages: 38-49, SCI Q1, IF=7.5, 2019.
Conference Papers
Self-supervised Learning with Adaptive Graph Structure and Function Representation For Cross-Dataset Brain Disorder Diagnosis
Dongdong Chen, Linlin Yao, Mengjun Liu, Zhenrong Shen, Yuqi Hu, Zhiyun Song, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2024), Marrakesh, Morocco. CCF-B.
Affinity Learning Based Brain Function Representation for Disease Diagnosis
Mengjun Liu, Zhiyun Song, Dongdong Chen, Xin Wang, Zixu Zhuang, Manmn Fei, Lichi Zhang, Qian Wang.
International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2024), Marrakesh, Morocco. CCF-B.
Consistent 3D Medical Image Inpainting via Implicit Representation and Multi-View Sampling
Yuqi Hu, Zhenrong Shen, Zhiyun Song, Dongdong Chen, Qian Wang, Lichi Zhang.
International Conference on Information Communication and Signal Processing(ICICSP 2024), Zhoushan, China. EI.
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis
Dongdong Chen, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2023), Vancouver, Cannada. CCF-B.
FE-STGNN: Spatio-Temporal Graph Neural Network with Functional and Effective Connectivity Fusion for MCI Diagnosis
Dongdong Chen, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted(MICCAI 2023), Vancouver, Cannada. CCF-B.
One-shot traumatic brain segmentation with adversarial training and uncertainty rectification
Xiangyu Zhao, Zhenrong Shen, Dongdong Chen, Sheng Wang, Zixu Zhuang, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2023), Vancouver, Cannada. CCF-B.
FES-RF: A Feature Ensemble Selection Based Random Forest Method For Accurate Cancer Screening
Jiatong Liu, Changbin Pan, Dongdong Chen, WeiPing Lin, Shangyuan Feng, Sufang Qiu, Beizhan Wang, KunHong Liu.
IEEE International Conference on Bioinformatics and Biomedicine(BIBM 2021), Houston, USA. CCF-B.
Automatic Terrain Generation System Based on Path Search Optimization
Jiatong Liu, Dongdong Chen, Chengyou Zhang, Duyang Li, Xiaoyan Zhang.
International Conference on Computing and Data Science(CONF-CDS 2021), Stanford, USA. EI.
Under Review
Alterations in brain microstructure among children with primary monosymptomatic nocturnal enuresis: an investigation using diffusion kurtosis imaging
Xindi Lin#, Yusong Sun#, Dongdong Chen#, Jiayao Shen, Di Wu, Yi Mao, Yuhan Wu, Jiayi Lu, Wei Zhong, Mengxing Wang, Lichi Zhang, Jun Ma.
Brain, SCI Q1.
Enhancing Generative Models for Modality Imputation of 3D MRIs via Consistency-aware Refinement and Super-resolution Guidance
Zhiyun Song, Xin Wang, Honglin Xiong, Mengjun Liu, Manman Fei, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Dongdong Chen, Linlin Yao, Qian Wang, Lichi Zhang.
IEEE Transactions on Neural Networks and Learning Systems , SCI Q1.