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Earthquake-induced Submarine Landslides (EQISLs) and a comparison with their Terrestrial Counterparts: Insights from a New Database Journal article
Du, Peng, Li, Linlin, Kopf, Achim, Wang, Dawei, Chen, Kejie, Shi, Huabin, Wang, Weitao, Pan, Xiaoyi, Hu, Gui, Zhang, Peizhen. Earthquake-induced Submarine Landslides (EQISLs) and a comparison with their Terrestrial Counterparts: Insights from a New Database[J]. Earth-Science Reviews, 2025, 261, 105021.
Authors:  Du, Peng;  Li, Linlin;  Kopf, Achim;  Wang, Dawei;  Chen, Kejie; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.8/13.0 | Submit date：2025/01/22
Earthquake-induced Landslides  Submarine Cable Breaks  Submarine Landslides  Tsunami  
Deep learning-based low count whole-body positron emission tomography denoising incorporating computed tomography priors Journal article
Peng, Zhengyu, Zhang, Fanwei, Jiang, Han, Liu, Guichao, Sun, Jingzhang, Du, Yu, Lu, Zhonglin, Wang, Ying, Mok, Greta S.P.. Deep learning-based low count whole-body positron emission tomography denoising incorporating computed tomography priors[J]. Quantitative Imaging in Medicine and Surgery, 2024, 14(12), 8140-8154.
Authors:  Peng, Zhengyu;  Zhang, Fanwei;  Jiang, Han;  Liu, Guichao;  Sun, Jingzhang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/3.2 | Submit date：2024/12/26
Conditional Generative Adversarial Network  Deep Learning (Dl)  Denoising  Positron Emission Tomography/computed Tomography (Pet/ct)  U-net  
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Federated learning using model projection for multi-center disease diagnosis with non-IID data Journal article
Du, Jie, Li, Wei, Liu, Peng, Vong, Chi Man, You, Yongke, Lei, Baiying, Wang, Tianfu. Federated learning using model projection for multi-center disease diagnosis with non-IID data[J]. Neural Networks, 2024, 178, 106409.
Authors:  Du, Jie;  Li, Wei;  Liu, Peng;  Vong, Chi Man;  You, Yongke; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.0/7.9 | Submit date：2024/07/04
Catastrophic Forgetting  Federated Learning  Invalid Aggregation  Multi-center Disease Diagnosis  Non-iid Data  
Deep-Learning-Based Cross-Modality Striatum Segmentation for Dopamine Transporter SPECT in Parkinson’s Disease Journal article
Haiyan Wang, Han Jiang, Gefei Chen, Yu Du, Zhonglin Lu, Zhanli Hu,, MOK SENG PENG. Deep-Learning-Based Cross-Modality Striatum Segmentation for Dopamine Transporter SPECT in Parkinson’s Disease[J]. IEEE Transactions on Radiation and Plasma Medical Sciences, 2024, 8(7), 752-761.
Authors:  Haiyan Wang;  Han Jiang;  Gefei Chen;  Yu Du;  Zhonglin Lu; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.6/3.6 | Submit date：2024/08/08
Cross-modality  Deep Learning (Dl)  Parkinson’s Disease (Pd)  Spect  Striatum Segmentation  
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System Journal article
Jie Du, Peng Liu, Chi Man Vong, Chuangquan Chen, Tianfu Wang, C. L.P. Chen. Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11332-11345.
Authors:  Jie Du;  Peng Liu;  Chi Man Vong;  Chuangquan Chen;  Tianfu Wang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Catastrophic Forgetting  Class Correlations  Class-incremental Learning (Cil)  Recursive Update Rule  
DyGKT: Dynamic Graph Learning for Knowledge Tracing Conference paper
KE CHENG, LINZHI PENG, PENGYANG WANG, JUNCHEN YE, LEILEI SUN, BOWEN DU. DyGKT: Dynamic Graph Learning for Knowledge Tracing[C], New York, NY, USA:Association for Computing Machinery, 2024, 409-420.
Authors:  KE CHENG;  LINZHI PENG;  PENGYANG WANG;  JUNCHEN YE;  LEILEI SUN; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/08/28
Dynamic Graph  Educational Data Mining  Graph Neural Networks  Knowledge Tracing  
Frequency Specific Deep Learning-based Low Dose FDG Brain PET Denoising Incorporating CT Priors Conference paper
Yanqi Wu, Yu Du, Zhengyu Peng, Fanwei Zhang, Ying Wang, MOK SENG PENG. Frequency Specific Deep Learning-based Low Dose FDG Brain PET Denoising Incorporating CT Priors[C], 2024.
Authors:  Yanqi Wu;  Yu Du;  Zhengyu Peng;  Fanwei Zhang;  Ying Wang; et al.
Favorite |  | Submit date：2024/08/08
Myocardial perfusion SPECT denoising using an attention-guided generative adversarial network with integrated multi-frequency generators Conference paper
Yu Du, Jingzhang Sun, Chien-Ying Li, Bang-Hung Yang, Tung-Hsin Wu, MOK SENG PENG. Myocardial perfusion SPECT denoising using an attention-guided generative adversarial network with integrated multi-frequency generators[C], 2024.
Authors:  Yu Du;  Jingzhang Sun;  Chien-Ying Li;  Bang-Hung Yang;  Tung-Hsin Wu; et al.
Favorite |  | Submit date：2024/08/12
Deep learning-based prediction of invasive coronary angiography outcome from myocardial perfusion SPECT Conference paper
Yu Du, Bingjie Wang, Ching-Ni Lin, Zhengyu Peng, Guang-Uei Hung, MOK SENG PENG. Deep learning-based prediction of invasive coronary angiography outcome from myocardial perfusion SPECT[C], 2024.
Authors:  Yu Du;  Bingjie Wang;  Ching-Ni Lin;  Zhengyu Peng;  Guang-Uei Hung; et al.
Favorite |  | Submit date：2024/08/12