Fu-Lai Chung

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 77

Top Venues

CoRR

IEEE Trans. Fuzzy Syst.

IEEE Trans. Syst. Man Cybern. Syst.

Inf. Sci.

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Jiawei Lin, Fu-Lai Chung, Shitong Wang
A Fast Parametric and Structural Transfer Leaky Integrator Echo State Network for Reservoir Computing. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Shuang Zhou, Xiao Huang, Ninghao Liu, Wen Zhang, Yuan-Ting Zhang, Fu-Lai Chung
Open-world electrocardiogram classification via domain knowledge-driven contrastive learning. Neural Networks 179 (2024)
Zekang Bian, Jin Zhang, Fu-Lai Chung, Shitong Wang
Residual Sketch Learning for a Feature-Importance-Based and Linguistically Interpretable Ensemble Classifier. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Suhang Gu, Fu-Lai Chung, Shitong Wang
A Novel Style Takagi-Sugeno-Kang Fuzzy Classifier With Its Fast Training on Style Data. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Yan Luo, Zhuoyue Wan, Yuzhong Chen, Gengchen Mai, Fu-Lai Chung, Kent Larson
TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction. CoRR (2024)
Runshan Xie, Fu-Lai Chung, Shitong Wang
A Cognitively Confidence-Debiased Adversarial Fuzzy Apriori Method. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Jiawei Lin, Fu-Lai Chung, Shitong Wang
Reservoir Transfer Learning Through Source Enhancement Reconstructed With Reservoir Stein Discrepancy. IEEE Internet Things J. 11 (12) (2024)
Shuang Zhou, Daochen Zha, Xiao Shen, Xiao Huang, Rui Zhang, Fu-Lai Chung
Denoising-Aware Contrastive Learning for Noisy Time Series. CoRR (2024)
Yan Luo, Ye Liu, Fu-Lai Chung, Yu Liu, Chang Wen Chen
End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling. CoRR (2023)
Zekang Bian, Jin Zhang, Yusuke Nojima, Fu-Lai Chung, Shitong Wang
Hybrid-ensemble-based interpretable TSK fuzzy classifier for imbalanced data. Inf. Fusion 98 (2023)
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
Corrigendum to "Least learning machine and its experimental studies on regression capability" [Applied Soft Computing 21 (2014) 677-684]. Appl. Soft Comput. 142 (2023)
Honglin Shu, Fu-Lai Chung, Da Lin
MetaGC-MC: A graph-based meta-learning approach to cold-start recommendation with/without auxiliary information. Inf. Sci. 623 (2023)
Shuang Zhou, Xiao Huang, Ninghao Liu, Huachi Zhou, Fu-Lai Chung, Long-Kai Huang
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Suhang Gu, Fu-Lai Chung, Shitong Wang
Fuzzy style flat-based clustering. Inf. Sci. 644 (2023)
Yan Luo, Haoyi Duan, Ye Liu, Fu-Lai Chung
Timestamps as Prompts for Geography-Aware Location Recommendation. CoRR (2023)
Yan Luo, Chaktou Leong, Shuhai Jiao, Fu-Lai Chung, Wenjie Li, Guoping Liu
Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics. ACM Trans. Spatial Algorithms Syst. 9 (2) (2023)
Yan Luo, Haoyi Duan, Ye Liu, Fu-Lai Chung
Timestamps as Prompts for Geography-Aware Location Recommendation. CIKM (2023)
Shuang Zhou, Xiao Huang, Ninghao Liu, Huachi Zhou, Fu-Lai Chung, Long-Kai Huang
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation. CoRR (2023)
Zekang Bian, Fu-Lai Chung, Shitong Wang
Enhanced Fuzzy Random Forest by Using Doubly Randomness and Copying From Dynamic Dictionary Attributes. IEEE Trans. Fuzzy Syst. 30 (10) (2022)
Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang
A fuzzy system with common linear-term consequents equivalent to FLNN and GMM. Int. J. Mach. Learn. Cybern. 13 (5) (2022)
Bin Qin, Fu-Lai Chung, Shitong Wang
KAT: A Knowledge Adversarial Training Method for Zero-Order Takagi-Sugeno-Kang Fuzzy Classifiers. IEEE Trans. Cybern. 52 (7) (2022)
Yan Luo, Fu-Lai Chung, Kai Chen
Urban Region Profiling via Multi-Graph Representation Learning. CIKM (2022)
Shuang Zhou, Xiao Huang, Ninghao Liu, Qiaoyu Tan, Fu-Lai Chung
Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning. SDM (2022)
Shuang Zhou, Xiao Huang, Ninghao Liu, Fu-Lai Chung, Long-Kai Huang
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation. CoRR (2022)
Suhang Gu, Fu-Lai Chung, Shitong Wang
Multi-view clustering by virtually passing mutually supervised smooth messages. Inf. Sci. 599 (2022)
Jie Zhou, Zhibin Jiang, Fu-Lai Chung, Shitong Wang
Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Shuang Zhou, Qiaoyu Tan, Zhiming Xu, Xiao Huang, Fu-Lai Chung
Subtractive Aggregation for Attributed Network Anomaly Detection. CIKM (2021)
Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu, Fu-Lai Chung
Adaptation-Agnostic Meta-Training. CoRR (2021)
Wenlong Hang, Shuang Liang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization. IEEE Trans. Emerg. Top. Comput. Intell. 5 (2) (2021)
Yuanpeng Zhang, Guanjin Wang, Fu-Lai Chung, Shitong Wang
Support vector machines with the known feature-evolution priors. Knowl. Based Syst. 223 (2021)
Zekang Bian, Fu-Lai Chung, Shitong Wang
Fuzzy Density Peaks Clustering. IEEE Trans. Fuzzy Syst. 29 (7) (2021)
Xiao Shen, Quanyu Dai, Sitong Mao, Fu-Lai Chung, Kup-Sze Choi
Network Together: Node Classification via Cross-Network Deep Network Embedding. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Bin Qin, Fu-Lai Chung, Shitong Wang
Biologically Plausible Fuzzy-Knowledge-Out and Its Induced Wide Learning of Interpretable TSK Fuzzy Classifiers. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Jiaxin Chen, Xiao-Ming Wu, Yanke Li, Qimai Li, Li-Ming Zhan, Fu-Lai Chung
A Closer Look at the Training Strategy for Modern Meta-Learning. NeurIPS (2020)
Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu, Fu-Lai Chung
Variational Metric Scaling for Metric-Based Meta-Learning. AAAI (2020)
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
Adversarial Deep Network Embedding for Cross-Network Node Classification. AAAI (2020)
Sitong Mao, Jiaxin Chen, Xiao Shen, Fu-Lai Chung
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance. CoRR (2020)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding for Graph Representation Learning in Signed Networks. IEEE Trans. Cybern. 50 (4) (2020)
Sitong Mao, Xiao Shen, Fu-Lai Chung
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation. CoRR (2020)
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
Fast Exemplar-Based Clustering by Gravity Enrichment Between Data Objects. IEEE Trans. Syst. Man Cybern. Syst. 50 (8) (2020)
Xiao Shen, Quanyu Dai, Fu-Lai Chung, Wei Lu, Kup-Sze Choi
Adversarial Deep Network Embedding for Cross-network Node Classification. CoRR (2020)
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
Clustering by transmission learning from data density to label manifold with statistical diffusion. Knowl. Based Syst. 193 (2020)
Suhang Gu, Fu-Lai Chung, Shitong Wang
A Novel Deep Fuzzy Classifier by Stacking Adversarial Interpretable TSK Fuzzy Sub-Classifiers With Smooth Gradient Information. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Xiongtao Zhang, Fu-Lai Chung, Shitong Wang
An Interpretable Fuzzy DBN-Based Classifier for Indoor User Movement Prediction in Ambient Assisted Living Applications. IEEE Trans. Ind. Informatics 16 (1) (2020)
Sitong Mao, Keli Zhang, Fu-Lai Chung
Mixed Set Domain Adaptation. CoRR (2020)
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
A Multiview and Multiexemplar Fuzzy Clustering Approach: Theoretical Analysis and Experimental Studies. IEEE Trans. Fuzzy Syst. 27 (8) (2019)
Kwan Yeung Wong, Fu-Lai Chung
Visualizing Time Series Data with Temporal Matching Based t-SNE. IJCNN (2019)
Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu, Fu-Lai Chung
Variational Metric Scaling for Metric-Based Meta-Learning. CoRR (2019)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding for Graph Representation Learning in Signed Networks. CoRR (2019)
Zackary P. T. Sin, Peter H. F. Ng, Simon C. K. Shiu, Fu-Lai Chung, Hong Va Leong
Multi-level Motion-Informed Approach for Video Generation with Key Frames. CGI (2019)
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
Takagi-sugeno-kang fuzzy systems with dynamic rule weights. J. Intell. Fuzzy Syst. 37 (6) (2019)
Wei Lu, Fu-Lai Chung, Wenhao Jiang, Martin Ester, Wei Liu
A Deep Bayesian Tensor-Based System for Video Recommendation. ACM Trans. Inf. Syst. 37 (1) (2019)
Zackary P. T. Sin, Peter H. F. Ng, Simon C. K. Shiu, Fu-Lai Chung, Hong Va Leong
Transferring Object Layouts from Virtual to Physical Rooms: Towards Adapting a Virtual Scene to a Physical Scene for VR. CGI (2019)
Xiao Shen, Fu-Lai Chung
Network Embedding for Cross-network Node Classification. CoRR (2019)
Wenhao Jiang, Hongchang Gao, Wei Lu, Wei Liu, Fu-Lai Chung, Heng Huang
Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Yumeng Guo, Fu-Lai Chung, Guozheng Li, Lei Zhang
Multi-Label Bioinformatics Data Classification With Ensemble Embedded Feature Selection. IEEE Access 7 (2019)
Yuanpeng Zhang, Fu-Lai Chung, Shitong Wang
Fast Reduced Set-Based Exemplar Finding and Cluster Assignment. IEEE Trans. Syst. Man Cybern. Syst. 49 (5) (2019)
Zackary P. T. Sin, Peter H. F. Ng, Simon C. K. Shiu, Fu-Lai Chung, Hong Va Leong
2D character animating networks: bringing static characters to move via motion transfer. SAC (2019)
Sitong Mao, Xiao Shen, Fu-Lai Chung
Deep Domain Adaptation Based on Multi-layer Joint Kernelized Distance. SIGIR (2018)
Jiefang Liu, Fu-Lai Chung, Shitong Wang
Black Hole Entropic Fuzzy Clustering. IEEE Trans. Syst. Man Cybern. Syst. 48 (9) (2018)
Wei Lu, Fu-Lai Chung
A Deep Graphical Model for Layered Knowledge Transfer. ICPR (2018)
Xiaoqing Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning. IEEE Trans. Syst. Man Cybern. Syst. 47 (8) (2017)
Chengquan Huang, Fu-Lai Chung, Shitong Wang
Generalized competitive agglomeration clustering algorithm. Int. J. Mach. Learn. Cybern. 8 (6) (2017)
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Guanjin Wang, Pengjiang Qian, Kup-Sze Choi, Shitong Wang
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System. IEEE Trans. Fuzzy Syst. 25 (1) (2017)
Wenhao Jiang, Cheng Deng, Wei Liu, Feiping Nie, Fu-Lai Chung, Heng Huang
Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning. IJCAI (2017)
Xiao Shen, Fu-Lai Chung
Deep Network Embedding with Aggregated Proximity Preserving. ASONAM (2017)
Xiaoqing Gu, Fu-Lai Chung, Shitong Wang
Bayesian Takagi-Sugeno-Kang Fuzzy Classifier. IEEE Trans. Fuzzy Syst. 25 (6) (2017)
Zackary P. T. Sin, Peter H. F. Ng, Simon C. K. Shiu, Fu-Lai Chung
Planetary marching cubes for STEM sandbox game-based learning: Enhancing student interest and performance with simulation realism planet simulating sandbox. EDUCON (2017)
Ta Zhou, Fu-Lai Chung, Shitong Wang
Deep TSK Fuzzy Classifier With Stacked Generalization and Triplely Concise Interpretability Guarantee for Large Data. IEEE Trans. Fuzzy Syst. 25 (5) (2017)
Xiao Shen, Fu-Lai Chung, Sitong Mao
Leveraging Cross-Network Information for Graph Sparsification in Influence Maximization. SIGIR (2017)
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang
Realizing Two-View TSK Fuzzy Classification System by Using Collaborative Learning. IEEE Trans. Syst. Man Cybern. Syst. 47 (1) (2017)
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang
Transfer Prototype-Based Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 24 (5) (2016)
Zhancheng Zhang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
A local and global classification machine with collaborative mechanism. Pattern Anal. Appl. 19 (2) (2016)
Aimei Dong, Fu-Lai Chung, Shitong Wang
Semi-supervised classification method through oversampling and common hidden space. Inf. Sci. (2016)
Wenhao Jiang, Hongchang Gao, Fu-Lai Chung, Heng Huang
The l2, 1-Norm Stacked Robust Autoencoders for Domain Adaptation. AAAI (2016)
Yizhang Jiang, Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
A novel multi-task TSK fuzzy classifier and its enhanced version for labeling-risk-aware multi-task classification. Inf. Sci. 357 (2016)
Jun Wang, Zhaohong Deng, Kup-Sze Choi, Yizhang Jiang, Xiaoqing Luo, Fu-Lai Chung, Shitong Wang
Distance metric learning for soft subspace clustering in composite kernel space. Pattern Recognit. 52 (2016)
Yingzhong Shi, Fu-Lai Chung, Shitong Wang
An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Xin Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets. IEEE Trans. Cybern. 45 (9) (2015)
Wenjun Hu, Shitong Wang, Fu-Lai Chung, Yong Liu, Wenhao Ying
Privacy preserving and fast decision for novelty detection using support vector data description. Soft Comput. 19 (5) (2015)
Shitong Wang, Fu-Lai Chung, Jun Wang, Jun Wu
A fast learning method for feedforward neural networks. Neurocomputing 149 (2015)
Yizhang Jiang, Zhaohong Deng, Fu-Lai Chung, Shitong Wang
Multi-task TSK fuzzy system modeling using inter-task correlation information. Inf. Sci. 298 (2015)
Shitong Wang, Yizhang Jiang, Fu-Lai Chung, Pengjiang Qian
Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification. Appl. Soft Comput. 37 (2015)
Tongguang Ni, Fu-Lai Chung, Shitong Wang
Support vector machine with manifold regularization and partially labeling privacy protection. Inf. Sci. 294 (2015)
Yizhang Jiang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng, Jun Wang, Pengjiang Qian
Collaborative Fuzzy Clustering From Multiple Weighted Views. IEEE Trans. Cybern. 45 (4) (2015)
Jun Wang, Fu-Lai Chung, Shitong Wang, Zhaohong Deng
Double indices-induced FCM clustering and its integration with fuzzy subspace clustering. Pattern Anal. Appl. 17 (3) (2014)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
Region level annotation by fuzzy based contextual cueing label propagation. Multim. Tools Appl. 70 (2) (2014)
Terrence Leung, Fu-Lai Chung
Persuasion driven influence propagation in social networks. ASONAM (2014)
Yizhang Jiang, Fu-Lai Chung, Shitong Wang
Enhanced fuzzy partitions vs data randomness in FCM. J. Intell. Fuzzy Syst. 27 (4) (2014)
Shitong Wang, Fu-Lai Chung, Jun Wu, Jun Wang
Least learning machine and its experimental studies on regression capability. Appl. Soft Comput. 21 (2014)
Wenhao Ying, Fu-Lai Chung, Shitong Wang
Scaling Up Synchronization-Inspired Partitioning Clustering. IEEE Trans. Knowl. Data Eng. 26 (8) (2014)
Shitong Wang, Zhaohong Deng, Fu-Lai Chung, Wenjun Hu
From Gaussian kernel density estimation to kernel methods. Int. J. Mach. Learn. Cybern. 4 (2) (2013)
Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang
Knowledge-Leverage-Based Fuzzy System and Its Modeling. IEEE Trans. Fuzzy Syst. 21 (4) (2013)
Zhaohong Deng, Shitong Wang, Fu-Lai Chung
A minimax probabilistic approach to feature transformation for multi-class data. Appl. Soft Comput. 13 (1) (2013)
Zhaohong Deng, Yizhang Jiang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang
Knowledge-Leverage-Based TSK Fuzzy System Modeling. IEEE Trans. Neural Networks Learn. Syst. 24 (8) (2013)
Tak-Chung Fu, Chi-pang Chung, Fu-Lai Chung
Adopting genetic algorithms for technical analysis and portfolio management. Comput. Math. Appl. 66 (10) (2013)
Jun Wang, Fu-Lai Chung, Zhaohong Deng, Shitong Wang, Wenhao Ying
Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection. Artif. Intell. Medicine 57 (1) (2013)
Pengjiang Qian, Fu-Lai Chung, Shitong Wang, Zhaohong Deng
Fast Graph-Based Relaxed Clustering for Large Data Sets Using Minimal Enclosing Ball. IEEE Trans. Syst. Man Cybern. Part B 42 (3) (2012)
Wenhao Jiang, Fu-Lai Chung
Transfer Spectral Clustering. ECML/PKDD (2) (2012)
Wenjun Hu, Fu-Lai Chung, Shitong Wang, Wenhao Ying
Scaling up minimum enclosing ball with total soft margin for training on large datasets. Neural Networks 36 (2012)

Fu-Lai Chung.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Fu-Lai Chung