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Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems Journal article
Li, Yuchen, Vong, Chi Man, Chen, C. L.Phillip, Wang, Shitong. Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems[J]. Knowledge-Based Systems, 2025, 310, 112923.
Authors:  Li, Yuchen;  Vong, Chi Man;  Chen, C. L.Phillip;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Functional-link Neural Networks  Broad Learning Systems  Generalization  Expanded Enhancement Matrix Stability  Hidden Parameter Selection  
Dealing with partial labels by knowledge distillation Journal article
Wang, Guangtai, Huang, Jintao, Lai, Yiqiang, Vong, Chi Man. Dealing with partial labels by knowledge distillation[J]. Pattern Recognition, 2025, 158, 110965.
Authors:  Wang, Guangtai;  Huang, Jintao;  Lai, Yiqiang;  Vong, Chi Man
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2025/01/22
Knowledge Distillation  Over-confidence  Partial Label Learning  
Hybrid multiple instance learning network for weakly supervised medical image classification and localization Journal article
Lai, Qi, Vong, Chi Man, Yan, Tao, Wong, Pak Kin, Liang, Xiaokun. Hybrid multiple instance learning network for weakly supervised medical image classification and localization[J]. Expert Systems with Applications, 2025, 260, 125362.
Authors:  Lai, Qi;  Vong, Chi Man;  Yan, Tao;  Wong, Pak Kin;  Liang, Xiaokun
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2025/01/22
Broad Learning System  Hybrid Architecture  Medical Image Analysis  Multiple Instance Learning  Weakly Supervised Learning  
Stacked Ensemble of Extremely Interpretable Takagi-Sugeno-Kang Fuzzy Classifiers for High-Dimensional Data Journal article
Li, Yuchen, Zhou, Erhao, Vong, Chi Man, Wang, Shitong. Stacked Ensemble of Extremely Interpretable Takagi-Sugeno-Kang Fuzzy Classifiers for High-Dimensional Data[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025.
Authors:  Li, Yuchen;  Zhou, Erhao;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2025/01/22
Extreme Interpretability  Feature Selection  Stacked Generalization  Takagi-sugeno-kang (Tsk) Fuzzy System  
Billion-scale pre-trained knowledge graph model for conversational chatbot Journal article
Wong, Chi Man, Feng, Fan, Zhang, Wen, Chen, Huajun, Vong, Chi Man, Chen, Chuangquan. Billion-scale pre-trained knowledge graph model for conversational chatbot[J]. Neurocomputing, 2024, 606, 128353.
Authors:  Wong, Chi Man;  Feng, Fan;  Zhang, Wen;  Chen, Huajun;  Vong, Chi Man; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2024/09/03
Click-through-rate  Conversational Chatbot  Entity Representation  Knowledge Graph  
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  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
WAGL: Extreme Weather Adaptive Method for Robust and Generalizable UAV-based Cross-View Geo-localization Conference paper
Sun, Jian, Jiang, Xinyu, Xu, Xin, Vong, Chi Man. WAGL: Extreme Weather Adaptive Method for Robust and Generalizable UAV-based Cross-View Geo-localization[C], New York, NY, USA:Association for Computing Machinery, 2024, 14-18.
Authors:  Sun, Jian;  Jiang, Xinyu;  Xu, Xin;  Vong, Chi Man
Favorite | TC[Scopus]:0 | Submit date：2024/12/26
Cross-view  Extreme Weather  Geo-localization  Image Retrieval  Self-supervised  
Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
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