| 2026 | ISCAS | VERIMLA: A Unified Framework for Verilog Generation via Multi-Level Alignment and Formal Equivalence Verification. | Wing W. Y. Ng, Jiale Chen, Jiayi Zhang, Wen Li, Meihua Liu |
| 2025 | ICA3PP | Updatable Verifiable Credential Sharing with Selective Disclosure. | Jui-Yung Lin, Xingfu Yan, Wing W. Y. Ng, Gong Zheng, Ying Gao |
| 2025 | ICA3PP | EPOMTA: Efficient and Privacy-Preserving Online Multi-task Allocation in Mobile Crowdsourcing. | Jiashuang Xu, Xingfu Yan, Wing W. Y. Ng, Zheng Gong |
| 2025 | PRICAI | Incremental Hashing with Asymmetric Distance for Image Retrieval in Non-stationary Environments. | Xing Tian, Zihao Zhan, Dezhong Zhu, Wing W. Y. Ng, Chunlin Xu |
| 2025 | SMC | ACIL-SED: An Acoustic Clustering and Imbalance Learning Method for Sound Event Detection. | Zhichao Chen, Cankun Zhong, Yun Liang, Tang Luo, Yihang Zhang, Wing W. Y. Ng |
| 2025 | SMC | A Multimodal Gait-Based Depression Recognition Model with Consistency Training. | Zhuoyong Huang, Wing W. Y. Ng, Zimin Guo, Huakang Li |
| 2025 | SMC | ConMH-Based Multi-Modal Video Retrieval with Contrastive Hashing and Fusion. | Rongye Ling, Jingrou Li, Wing W. Y. Ng, Qihua Li, Xing Tian, Xingfu Yan |
| 2025 | SMC | DCED: Deformable Convolutional Encoder-Decoder Network for Inflamed Appendix Segmentation and Classification from CT Images. | Wing W. Y. Ng, Peixin Zheng, Yinhao Liang, Ting Wang, Jianjun Zhang, Dan Liang, Hui Zhou, Guangming Li, Xinhua Wei |
| 2024 | ICASSP | Fastmandarin: Efficient Local Modeling for Natural Mandarin Speech Synthesis. | Chenglong Jiang, Ying Gao, Hao Jin, Linrong Pan, Wing W. Y. Ng |
| 2024 | SMC | On the Adversarial Robustness of Hierarchical Classification. | Ran Wang, Simeng Zeng, Wenhui Wu, Yuheng Jia, Wing W. Y. Ng, Xizhao Wang |
| 2024 | SMC | AOCN: Appendix Object Correction Network Utilizing Relationships Across CT Slices. | Wing W. Y. Ng, Jing Xu, Yinhao Liang, Ting Wang, Jianjun Zhang, Hui Zhou, Dan Liang, Guangming Li, Xinhua Wei |
| 2024 | SMC | MCD: Defense Against Query-Based Black-Box Surrogate Attacks. | Yiwen Zou, Wing W. Y. Ng, Xueli Zhang, Brick Loo, Xingfu Yan, Ran Wang |
| 2023 | AAAI | SeDepTTS: Enhancing the Naturalness via Semantic Dependency and Local Convolution for Text-to-Speech Synthesis. | Chenglong Jiang, Ying Gao, Wing W. Y. Ng, Jiyong Zhou, Jinghui Zhong, Hongzhong Zhen |
| 2023 | ICASSP | LSSED: A Robust Segmentation Network for Inflamed Appendix from CT Images. | Wing W. Y. Ng, Peixin Zheng, Ting Wang, Jianjun Zhang, Yinhao Liang, Hui Zhou, Dan Liang, Guangming Li, Xinhua Wei |
| 2023 | SMC | Moisture Content Prediction of Sugi Wood Drying Using Deep LSTM AE Minimizing Perturbed Error. | Ting Wang, Wing W. Y. Ng, Mingyang Zhang, Xueli Zhang, Jianjun Zhang, Mingcong Deng |
| 2022 | SMC | A Sensitivity-based Pruning Method for Convolutional Neural Networks. | Cankun Zhong, Yang He, Yifei An, Wing W. Y. Ng, Ting Wang |
| 2020 | IJCNN | Minority Oversampling Using Sensitivity. | Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang, Chris D. Nugent |
| 2019 | ICMLC | Multi-Task Learning With Localized Generalization Error Model. | Wendi Li, Yi Zhu, Ting Wang, Wing W. Y. Ng |
| 2019 | ICMLC | Undersampling Near Decision Boundary for Imbalance Problems. | Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Shuai Zhang, Chris D. Nugent |
| 2019 | SMC | Incremental Hashing with Undersampling. | Xiaoxia Jiang, Wing W. Y. Ng, Xing Tian, Sam Kwong, Hui Wang |
| 2018 | ICMLC | Loan Default Prediction Using Diversified Sensitivity Undersampling. | Ya-Qi Chen, Jianjun Zhang, Wing W. Y. Ng |
| 2018 | ICMLC | Imbalanced High-Frequency Number Classification Based on DSUS. | Zhujie Lin, Jianjun Zhang, Wing W. Y. Ng |
| 2018 | SMC | Incremental Hashing with Dynamic Semantic Pool. | Xing Tian, Wing W. Y. Ng, Hui Wang |
| 2018 | SMC | Stochastic Sensitivity Measure-Based Noise Filtering and Oversampling Method for Imbalanced Classification Problems. | Jianjun Zhang, Wing W. Y. Ng |
| 2017 | ICMLC | Weighted ensemble of Diversified Sensitivity-based undersampling for imbalanced pattern classification problems. | Yulin Chai, Jianjun Zhang, Wing W. Y. Ng |
| 2017 | SMC | Bsmboost for imbalanced pattern classification problems. | Wing W. Y. Ng, Yuda Zhang, Jianjun Zhang |
| 2016 | ICMLC | Effects of different base classifiers to Learn++ family algorithms for concept drifting and imbalanced pattern classification problems. | Jing Liao, Jianjun Zhang, Wing W. Y. Ng |
| 2016 | ICMLC | Semi-supervised online hashing. | Tian Xing, Wing W. Y. Ng |
| 2015 | ICMLC | Hyperspherical embedding iterative quantization hashing. | Zhi-Qian Huang, Yuememg Lv, Xing Tian, Wing W. Y. Ng |
| 2014 | ICMLC | Auto-encoder using the bi-firing activation function. | Zihong Cao, Guangjun Zeng, Wing W. Y. Ng, Jincheng Le |
| 2014 | ICMLC | Stochastic Sensitivity Oversampling Technique for Imbalanced Data. | Tongwen Rong, Huachang Gong, Wing W. Y. Ng |
| 2014 | ICMLC | Multiple Orthogonal K-means Hashing. | Ziqian Zeng, Yueming Lv, Wing W. Y. Ng |
| 2014 | ICMLC | Rotated k-means hashing for image retrieval problems. | Li-Bin Zheng, Wing W. Y. Ng |
| 2014 | ICMLC | Weighted grid Principal Component Analysis hashing. | Xiancheng Zhou, Zhi-Qian Huang, Wing W. Y. Ng |
| 2012 | ICMLC | Empirical estimation of functional relationships between Q value of the L-GEM and training data using genetic programming. | Zhi-Qian Huang, Wing W. Y. Ng |
| 2012 | ICMLC | Stock investment decision support using an ensemble of L-GEM based on RBFNN diverse trained from different years. | Xue-Ling Liang, Wing W. Y. Ng |
| 2011 | ICMLC | Multiple classifier system for short term load forecast of Microgrid. | Patrick P. K. Chan, Wei-Chun Chen, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Dynamic hierarchical semantic network based image retrieval using relevance feedback. | Patrick P. K. Chan, Zhi-Chun Huang, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Depth estimation from a single image using defocus cues. | Patrick P. K. Chan, Bing-Zhong Jing, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Disturbance rejection using error estimation in neural network controller design. | Patrick P. K. Chan, Bo Peng, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Sensitivity based Growing and Pruning method for RBF network in online learning environments. | Patrick P. K. Chan, Xi-Rong Wu, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | A novel method to reduce redundancy in adaptive threshold clustering key frame extraction systems. | Patrick P. K. Chan, Hui Yu, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Dynamic base classifier pool for classifier selection in Multiple Classifier Systems. | Patrick P. K. Chan, Qin-Qin Zhang, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | A novel defend against good word attacks. | Patrick P. K. Chan, Fei Zhang, Wing W. Y. Ng, Daniel S. Yeung, Jinshan Jiang |
| 2011 | ICMLC | Comparision of different classifiers in fault detection in microgrid. | Patrick P. K. Chan, Jing Zhu, Zhi-Wei Qiu, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | A survey of the initialization of centers and widths in radial basis function network for classification. | Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2011 | ICMLC | Empirical study on the architecture selection of RBFNN using L-GEM for multi-class problems. | Wing W. Y. Ng, Yao-Hong Chan, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Efficiency of applying virtual reference tag to neural network based RFID indoor positioning method. | Wing W. Y. Ng, Hai-Lan Ding, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Blind steganalysis with high generalization capability for different image databases using L-GEM. | Wing W. Y. Ng, Zhi-Min He, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | 3D Goods allocation in warehouse with L-GEM based 3-D RFID positioning. | Wing W. Y. Ng, Li Lin, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Stock investment decision support for Hong Kong market using RBFNN based candlestick models. | Wing W. Y. Ng, Xue-Ling Liang, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Multi-object tracking in video using Localized Generalization Error model based RBFNN. | Wing W. Y. Ng, Xian-Heng Ma, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Intelligent book positioning for library using RFID and book spine matching. | Wing W. Y. Ng, Yi-Song Qiao, Li Lin, Hai-Lan Ding, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | News story clustering using L-GEM based RBFNN. | Wing W. Y. Ng, Xin Ran, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | A study on the effect of scaling functions to feature weighting performance. | Wing W. Y. Ng, Qian-Cheng Wang, Rui-Jie Yang, Patrick P. K. Chan, Daniel S. Yeung |
| 2011 | ICMLC | Social relationship discovery and face annotation in personal photo collection. | Wing W. Y. Ng, Timothy Tian-Ming Zheng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | Moving average crossovers for short-term equity investment with L-GEM based RBFNN. | Gao-Yang Cai, Wing W. Y. Ng, Patrick P. K. Chan, Michael Firth, Daniel S. Yeung |
| 2010 | ICMLC | Empirical comparison of forward and backward search strategies in L-GEM based feature selection with RBFNN. | Yao-Hong Chan, Wing W. Y. Ng, Daniel S. Yeung, Patrick P. K. Chan |
| 2010 | ICMLC | Multiple classifier systems combined with localized generalization error for fault diagnosis of power transformers. | Wei-Chun Chen, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | RFID indoor positioning using RBFNN with L-GEM. | Hai-Lan Ding, Wing W. Y. Ng, Patrick P. K. Chan, Dong-Liang Wu, Xiao-Ling Chen, Daniel S. Yeung |
| 2010 | ICMLC | RFID reader deployment using RBFNN with L-GEM. | Hai-Lan Ding, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung, Dong-Liang Wu |
| 2010 | ICMLC | 2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors. | Chunru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | Feature selection for blind steganalysis using localized generalization error model. | Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | Content-based image retrieval using color moment and Gabor texture feature. | Zhi-Chun Huang, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | Anti-spoofing system for RFID access control combining with face recogntion. | Bing-Zhong Jing, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | Trademark classification by shape using ensemble of RBFNNs. | Weiwei Lai, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | A growing architecture selection for Multilayer Perceptron Neural Network by the L-GEM. | Jin-Cheng Li, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | A novel approach on control simulation using neural network ensemble. | Bo Peng, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | Feature weighting based on L-GEM. | Qian-Cheng Wang, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | Access control by RFID and face recognition based on neural network. | Dong-Liang Wu, Wing W. Y. Ng, Patrick P. K. Chan, Hai-Lan Ding, Bing-Zhong Jing, Daniel S. Yeung |
| 2010 | ICMLC | L-GEM based RBFNN for news anchorperson detection with Dominant Color Descriptor. | Wei Xiao, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2010 | ICMLC | Construction of radial basis function neural networks via a minimization of its localized generalization error. | Daniel S. Yeung, Binbin Sun, Wing W. Y. Ng, Patrick P. K. Chan |
| 2010 | ICMLC | Apply randomization in KNN to make the adversary harder to attack the classifier. | Hui Yu, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | A novel gradient synthesis-based illumination formalization method for face recognition under varying lighting conditions. | Li Zhao, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2010 | ICMLC | Shape-based image retrieval of Chinese paper-cutting using RBFNN with invariant moment. | Timothy Tian-Ming Zheng, Wing W. Y. Ng, Xu-Sheng Huang, Shi-Ting Yang, Patrick P. K. Chan, Weiwei Lai, Daniel S. Yeung |
| 2010 | SMC | Steganography detection using localized generalization error model. | Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2009 | SMC | IPCM Separability Ratio for Supervised Feature Selection. | Wing W. Y. Ng, Jun Wang, Daniel S. Yeung |
| 2008 | SMC | Semantic Chunk Annotation for questions using Maximum Entropy. | Shixi Fan, Yaoyun Zhang, Wing W. Y. Ng, Xuan Wang, Xiaolong Wang |
| 2008 | SMC | Quantitative study on candlestick pattern for Shenzhen Stock Market. | Huili Li, Wing W. Y. Ng, John Wan Tung Lee, Binbin Sun, Daniel S. Yeung |
| 2008 | SMC | Information extraction based on information fusion from multiple news sources from the web. | Yang Lv, Wing W. Y. Ng, John Wan Tung Lee, Binbin Sun, Daniel S. Yeung |
| 2008 | SMC | Localized generalization error based active learning for image annotation. | Binbin Sun, Wing W. Y. Ng, Daniel S. Yeung, Jun Wang |
| 2007 | SMC | Heuristic improvement for active learning using localized generalization error as selection criterion. | Wing W. Y. Ng, Binbin Sun, Daniel S. Yeung, Xizhao Wang |
| 2006 | SMC | Bankruptcy Prediction Using Multiple Classifier System with Mutual Information Feature Grouping. | Aki P. F. Chan, Wing W. Y. Ng, Daniel S. Yeung, Eric C. C. Tsang, Michael Firth |
| 2005 | ICMLC | Empirical Study on Fusion Methods Using Ensemble of RBFNN for Network Intrusion Detection. | Aki P. F. Chan, Daniel S. Yeung, Eric C. C. Tsang, Wing W. Y. Ng |
| 2005 | ICMLC | Construction of High Precision RBFNN with Low False Alarm for Detecting Flooding Based Denial of Service Attacks Using Stochastic Sensitivity Measure. | Wing W. Y. Ng, Aki P. F. Chan, Daniel S. Yeung, Eric C. C. Tsang |
| 2005 | KES | Multiple Classifier System with Feature Grouping for Intrusion Detection: Mutual Information Approach. | Aki P. F. Chan, Wing W. Y. Ng, Daniel S. Yeung, Eric C. C. Tsang |
| 2005 | SMC | Active learning using localized generalization error of candidate sample as criterion. | Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung |
| 2005 | SMC | Quantitative study on the generalization error of multiple classifier systems. | Wing W. Y. Ng, Aki P. F. Chan, Daniel S. Yeung, Eric C. C. Tsang |
| 2004 | SMC | Quantitative study on effect of center selection to RBFNN classification performance. | Wing W. Y. Ng, Daniel S. Yeung, Ian Cloete |
| 2003 | SMC | Input sample selection for RBF neural network classification problems using sensitivity measure. | Wing W. Y. Ng, Daniel S. Yeung, Ian Cloete |