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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]:0  IF:6.0/7.9 | Submit date：2024/07/04
Catastrophic Forgetting  Federated Learning  Invalid Aggregation  Multi-center Disease Diagnosis  Non-iid Data  
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]:7 TC[Scopus]:6  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  
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction Journal article
Li, Yuanman, Xie, Ce, Liang, Rongqin, Du, Jie, Zhou, Jiantao, Li, Xia. A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction[J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11(1), 793-806.
Authors:  Li, Yuanman;  Xie, Ce;  Liang, Rongqin;  Du, Jie;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.7/6.0 | Submit date：2024/02/22
Deep Networks  Motion Behavior Modeling  Social Behaviors  Social Interactions  Trajectory Prediction  
Co-photolysis of mixed chromophores affects atmospheric lifetimes of brown carbon Journal article
Yalin Wang, Tian Qiu, Cong Zhang, Tianwei Hao, Beatrix Rosette Go Mabato, Ruifeng Zhang, Masao Gen, Man Nin Chan, Dan Dan Huang, Xinlei Ge, Junfeng Wang, Lin Du, Ru-Jin Huang, Qi Chen, Ka In Hoi, Kai Meng Mok, Chak K. Chan, Yong Jie Li. Co-photolysis of mixed chromophores affects atmospheric lifetimes of brown carbon[J]. Environmental Science: Atmospheres, 2023, 3(8), 1127–1244.
Authors:  Yalin Wang;  Tian Qiu;  Cong Zhang;  Tianwei Hao;  Beatrix Rosette Go Mabato; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2023/08/14
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Wang,Tianfu. Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2023, 27(8), 3970-3981.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Wang,Tianfu
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:6.7/7.1 | Submit date：2023/08/03
Semi-supervised Medical Image Segmentation  Coarse-refined Consistency Learning  Pixel-level Features  Ranked Loss Function  
A preparation strategy for multicolor carbon dots embedded in silicone for latent fingermarks and detection of AcO− Journal article
Li, Tingzhong, Yu, Qinglu, Du, Zhuang, Gao, Jie, LU, Dong, Liang, Rui, Sun, Guoxing. A preparation strategy for multicolor carbon dots embedded in silicone for latent fingermarks and detection of AcO−[J]. New Journal of Chemistry, 2023, 47(25), 11903-11911.
Authors:  Li, Tingzhong;  Yu, Qinglu;  Du, Zhuang;  Gao, Jie;  LU, Dong; et al.
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.7/2.8 | Submit date：2023/07/13
A novel sequential structure for lightweight multi-scale feature learning under limited available images Journal article
Liu,Peng, Du,Jie, Vong,Chi Man. A novel sequential structure for lightweight multi-scale feature learning under limited available images[J]. Neural Networks, 2023, 164, 124-134.
Authors:  Liu,Peng;  Du,Jie;  Vong,Chi Man
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:6.0/7.9 | Submit date：2023/08/03
Image Classification And Segmentation  Lightweight Model  Multi-scale Feature  Sequential Structure  
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, 2023, 1-15.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:2 TC[Scopus]:7  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  
Boundary-Sensitive Loss Function with Location Constraint for Hard Region Segmentation Journal article
Jie Du, Kai Guan, Peng Liu, Yuanman Li, Tianfu Wang. Boundary-Sensitive Loss Function with Location Constraint for Hard Region Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2022, 27(2), 992-1003.
Authors:  Jie Du;  Kai Guan;  Peng Liu;  Yuanman Li;  Tianfu Wang
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:6.7/7.1 | Submit date：2023/01/30
Hard Region Segmentation  Intra-class Imbalance  Boundary Sensitive Loss  Location Constraint