| 2026 | AAAI | DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing. | Zhongqing Yu, Xin Liu, Yiu-ming Cheung, Zhikai Hu, Wentao Fan, Pan Zhou |
| 2026 | AAAI | Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering. | Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung |
| 2026 | DASFAA | HyReaL: Clustering Attributed Graph via Hyper-complex Space Representation Learning. | Junyang Chen, Yang Lu, Mengke Li, Cuie Yang, Yiqun Zhang, Yiu-ming Cheung |
| 2026 | ICPR | Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models. | Zihua Yang, Xin Liao, Yiqun Zhang, Yiu-ming Cheung |
| 2025 | AAAI | GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning. | Jintao Huang, Yiu-ming Cheung, Chi-Man Vong, Wenbin Qian |
| 2025 | AAAI | Component-Level Segmentation for Oracle Bone Inscription Decipherment. | Zhikai Hu, Yiu-ming Cheung, Yonggang Zhang, Peiying Zhang, Puiling Tang |
| 2025 | AAAI | Asynchronous Federated Clustering with Unknown Number of Clusters. | Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Xi Chen, Yiu-ming Cheung |
| 2025 | CVPR | ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning. | Quanxing Zha, Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Xing Xu, Nannan Wang |
| 2025 | ICCV | PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation. | Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu, Fangqing Gu, Yang Lu, Yiu-ming Cheung |
| 2025 | ICLR | Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction. | Shengju Yu, Zhibin Dong, Siwei Wang, Pei Zhang, Yi Zhang, Xinwang Liu, Naiyang Guan, Tiejun Li, Yiu-ming Cheung |
| 2025 | ICML | Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead. | Shengju Yu, Yiu-ming Cheung, Siwei Wang, Xinwang Liu, En Zhu |
| 2025 | PAKDD | Stronger Separability, Stronger Defense: Influence-Based Backdoor Detection. | Buhua Liu, Shuo Yang, Zhiqiang Xu, Haoyi Xiong, Yiu-ming Cheung, Zeke Xie |
| 2025 | WWW | Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment. | Jianqi Gao, Hao Wu, Yiu-ming Cheung, Jian Cao, Hang Yu, Yonggang Zhang |
| 2024 | AAAI | Feature Fusion from Head to Tail for Long-Tailed Visual Recognition. | Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang |
| 2024 | AAAI | Federated Learning with Extremely Noisy Clients via Negative Distillation. | Yang Lu, Lin Chen, Yonggang Zhang, Yiliang Zhang, Bo Han, Yiu-ming Cheung, Hanzi Wang |
| 2024 | CEC | A Bilevel Evolutionary Algorithm Based on Upper-Level-Driven Lower-Level Search. | Ning Yang, Hai-Lin Liu, Lei Chen, Yuping Wang, Yiu-ming Cheung |
| 2024 | ECAI | Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers. | Mengke Li, Da Li, Guoqing Yang, Yiu-ming Cheung, Hui Huang |
| 2024 | ICML | MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence. | Hongduan Tian, Feng Liu, Tongliang Liu, Bo Du, Yiu-ming Cheung, Bo Han |
| 2024 | ICML | Interpreting and Improving Large Language Models in Arithmetic Calculation. | Wei Zhang, Chaoqun Wan, Yonggang Zhang, Yiu-ming Cheung, Xinmei Tian, Xu Shen, Jieping Ye |
| 2024 | ICPR | Towards Unbiased Minimal Cluster Analysis of Categorical-and-Numerical Attribute Data. | Yunfan Zhang, Xiaopeng Luo, Qingsheng Chen, Rong Zou, Yiqun Zhang, Yiu-ming Cheung |
| 2024 | IJCNN | Clustering by Learning the Ordinal Relationships of Qualitative Attribute Values. | Pengkai Wang, Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Yiu-ming Cheung |
| 2024 | KDD | QGRL: Quaternion Graph Representation Learning for Heterogeneous Feature Data Clustering. | Junyang Chen, Yuzhu Ji, Rong Zou, Yiqun Zhang, Yiu-ming Cheung |
| 2024 | SIGIR | UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching. | Quanxing Zha, Xin Liu, Yiu-ming Cheung, Xing Xu, Nannan Wang, Jianjia Cao |
| 2023 | CVPR | Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation. | Yan Jin, Mengke Li, Yang Lu, Yiu-ming Cheung, Hanzi Wang |
| 2023 | ECAI | BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning. | Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao |
| 2022 | CIKM | Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors. | Meng Pang, Binghui Wang, Shengbo Chen, Yiu-ming Cheung, Rong Zou, Wei Huang |
| 2022 | ICDE | A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem (Extended Abstract). | Shiwei Wei, Yuping Wang, Yiu-ming Cheung |
| 2022 | IJCAI | Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering. | Yiqun Zhang, Yiu-ming Cheung, An Zeng |
| 2021 | ICANN | A Scoring Model Assisted by Frequency for Multi-Document Summarization. | Yue Yu, Mutong Wu, Weifeng Su, Yiu-ming Cheung |
| 2021 | ICASSP | Reversible Data Hiding in Jpeg Images for Privacy Protection. | Yuxuan Huang, Xin Cao, Hao-Tian Wu, Yiu-ming Cheung |
| 2021 | WISE | Vertical Federated Principal Component Analysis on Feature-Wise Distributed Data. | Yiu-ming Cheung, Jian Lou, Feng Yu |
| 2020 | AAAI | An Ordinal Data Clustering Algorithm with Automated Distance Learning. | Yiqun Zhang, Yiu-ming Cheung |
| 2020 | CEC | A Symmetric Points Search and Variable Grouping Method for Large-scale Multi-objective Optimization. | Dandan Tang, Yu-Ping Wang, Xiangjuan Wu, Yiu-ming Cheung |
| 2020 | CEC | Co-operative Prediction Strategy for Solving Dynamic Multi-Objective Optimization Problems. | Zhihao Zhao, Fangqing Gu, Yiu-ming Cheung |
| 2020 | CIS | Improved Spatio-Temporal Convolutional Neural Networks for Traffic Police Gestures Recognition. | Zhixuan Wu, Nan Ma, Yiu-ming Cheung, Jiahong Li, Qin He, Yongqiang Yao, Guoping Zhang |
| 2020 | SIGIR | Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. | Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan |
| 2019 | CEC | Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. | Weizhen Hu, Min Jiang, Xing Gao, Kay Chen Tan, Yiu-ming Cheung |
| 2019 | ICDM | Fast Semantic Preserving Hashing for Large-Scale Cross-Modal Retrieval. | Xingzhi Wang, Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Zhikai Hu, Nannan Wang |
| 2019 | ISNN | A New Adaptive Hybrid Algorithm for Large-Scale Global Optimization. | Ninglei Fan, Yuping Wang, Junhua Liu, Yiu-ming Cheung |
| 2019 | WISA | Reversible Data Hiding in Homomorphic Encrypted Images Without Preprocessing. | Hao-Tian Wu, Yiu-ming Cheung, Zhenwei Zhuang, Shaohua Tang |
| 2018 | AAAI | Uplink Communication Efficient Differentially Private Sparse Optimization With Feature-Wise Distributed Data. | Jian Lou, Yiu-ming Cheung |
| 2018 | CIS | Joint Collaborative Representation and Discriminative Projection for Pattern Classification. | Junyu Li, Haoliang Yuan, Loi Lei Lai, Yiu-ming Cheung |
| 2018 | ISMIS | Exploiting Order Information Embedded in Ordered Categories for Ordinal Data Clustering. | Yiqun Zhang, Yiu-ming Cheung |
| 2017 | AAAI | Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations. | Yang Zhou, Haiping Lu, Yiu-ming Cheung |
| 2017 | CIKM | Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition. | Meng Pang, Yiu-ming Cheung, Binghui Wang, Risheng Liu |
| 2017 | CIKM | Tensor Rank Estimation and Completion via CP-based Nuclear Norm. | Qiquan Shi, Haiping Lu, Yiu-ming Cheung |
| 2017 | GECCO | A new grouping strategy-based hybrid algorithm for large scale global optimization problems. | Haiyan Liu, Yuping Wang, Liwen Liu, Xiaozhi Gao, Yiu-ming Cheung |
| 2017 | IJCAI | Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift. | Yang Lu, Yiu-ming Cheung, Yuan Yan Tang |
| 2016 | CIKM | Scalable Spectral k-Support Norm Regularization for Robust Low Rank Subspace Learning. | Yiu-ming Cheung, Jian Lou |
| 2016 | ICIP | The common self-polar triangle of separate circles: Properties and applications to camera calibration. | Haifei Huang, Hui Zhang, Yiu-ming Cheung |
| 2016 | ICPR | Single image super-resolution with non-local balanced low-rank matrix restoration. | Xinge You, Weiyong Xue, Jiajia Lei, Peng Zhang, Yiu-ming Cheung, Yuanyan Tang, Naiding Zhou |
| 2016 | IJCNN | Quality preserved data summarization for fast hierarchical clustering. | Yiqun Zhang, Yiu-ming Cheung, Yang Liu |
| 2016 | IJCNN | Efficient single image dehazing via scene-adaptive segmentation and improved dark channel model. | He Zhang, Xin Liu, Yiu-ming Cheung |
| 2016 | PAKDD | Hybrid Sampling with Bagging for Class Imbalance Learning. | Yang Lu, Yiu-ming Cheung, Yuan Yan Tang |
| 2015 | ACML | Proximal Average Approximated Incremental Gradient Method for Composite Penalty Regularized Empirical Risk Minimization. | Yiu-ming Cheung, Jian Lou |
| 2015 | CEC | An evolutionary algorithm based on decomposition for multimodal optimization problems. | Fangqing Gu, Yiu-ming Cheung, Jie Luo |
| 2015 | CVPR | The common self-polar triangle of concentric circles and its application to camera calibration. | Haifei Huang, Hui Zhang, Yiu-ming Cheung |
| 2015 | HCI | Texture Image Segmentation Using Spectral Clustering. | Hui Du, Yuping Wang, Xiaopan Dong, Yiu-ming Cheung |
| 2015 | IJCAI | Efficient Generalized Conditional Gradient with Gradient Sliding for Composite Optimization. | Yiu-ming Cheung, Jian Lou |
| 2015 | SMC | Unsupervised Facial Pose Grouping via Garbor Subspace Affinity and Self-Tuning Spectral Clustering. | Xin Liu, Yiu-ming Cheung |
| 2015 | VRST | Modeling spatial relations of human body parts for indexing and retrieving close character interactions. | Edmond S. L. Ho, Jacky C. P. Chan, Yiu-ming Cheung, Pong C. Yuen |
| 2014 | ACCV | Camera Calibration Based on the Common Self-polar Triangle of Sphere Images. | Haifei Huang, Hui Zhang, Yiu-ming Cheung |
| 2014 | ACCV | Plant Leaf Identification via a Growing Convolution Neural Network with Progressive Sample Learning. | Zhong-Qiu Zhao, Bao-Jian Xie, Yiu-ming Cheung, Xindong Wu |
| 2014 | CEC | Online objective reduction for many-objective optimization problems. | Yiu-ming Cheung, Fangqing Gu |
| 2014 | CIS | An Exemplar-Based Hidden Markov Model with Discriminative Visual Features for Lipreading. | Xin Liu, Yiu-ming Cheung |
| 2014 | ICDM | Discretizing Numerical Attributes in Decision Tree for Big Data Analysis. | Yiqun Zhang, Yiu-ming Cheung |
| 2014 | ICNC | A direct search algorithm based on kernel density estimator for nonlinear optimization. | Yiu-ming Cheung, Fangqing Gu |
| 2014 | ICPR | Fingerprint Geometric Hashing Based on Binary Minutiae Cylinder Codes. | Yi Wang, Lipeng Wang, Yiu-ming Cheung, Pong Chi Yuen |
| 2014 | IJCNN | A new distance metric for unsupervised learning of categorical data. | Hong Jia, Yiu-ming Cheung |
| 2014 | SMC | A supervised correlation analysis for score-level calibration of cross-device fingerprint recognition. | Fangqing Gu, Yi Wang, Yiu-ming Cheung |
| 2013 | CIS | Reversible Image Watermarking Using a Diagonal Structure for Prediction. | Hao-Tian Wu, Yuan Liu, Yiu-ming Cheung |
| 2013 | HCI | Kernel Fuzzy Similarity Measure-Based Spectral Clustering for Image Segmentation. | Yifang Yang, Yuping Wang, Yiu-ming Cheung |
| 2013 | IJCAI | Online Group Feature Selection. | Jing Wang, Zhong-Qiu Zhao, Xuegang Hu, Yiu-ming Cheung, Meng Wang, Xindong Wu |
| 2013 | PAKDD | A Unified Metric for Categorical and Numerical Attributes in Data Clustering. | Yiu-ming Cheung, Hong Jia |
| 2013 | SMC | On Solving Complex Optimization Problems with Objective Decomposition. | Yiu-ming Cheung, Fangqing Gu |
| 2012 | ICASSP | A multi-boosted HMM approach to lip password based speaker verification. | Xin Liu, Yiu-ming Cheung |
| 2012 | ICASSP | Subspace based active contours with a joint distribution metric for semi-supervised natural image segmentation. | Shu-Juan Peng, Xin Liu, Yiu-ming Cheung |
| 2012 | ICPR | Salient region detection using local and global saliency. | Yiu-ming Cheung, Qinmu Peng |
| 2012 | ICPR | Structured sparse coding for image representation based on L1-graph. | Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang |
| 2011 | CIS | Off-line Text-independent Writer Identification Using a Mixture of Global and Local Features. | Yiu-ming Cheung, Junping Deng |
| 2011 | ICASSP | A robust lip tracking algorithm using localized color active contours and deformable models. | Xin Liu, Yiu-ming Cheung |
| 2011 | ICIP | Map-MRF based LIP segmentation without true segment number. | Yiu-ming Cheung, Meng Li |
| 2011 | ICIP | Active contours with a novel distribution metric for complex object segmentation. | Shu-Juan Peng, Xin Liu, Yiu-ming Cheung |
| 2010 | ICANN | A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering. | Yiu-ming Cheung, Hong Jia |
| 2010 | ICANN | Automatic Segmentation of Color Lip Images Based on Morphological Filter. | Meng Li, Yiu-ming Cheung |
| 2010 | ICPR | A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection. | Xin Liu, Yiu-ming Cheung, Meng Li, Hai-Lin Liu |
| 2010 | ICPR | Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. | Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung |
| 2009 | CIS | Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. | Xin Liu, Xinge You, Yiu-ming Cheung |
| 2009 | CIS | A Locally Gaussian Mixture Based RBF Network for Classification of Chinese Herbal Infrared Spectrum Fingerprint. | Taijun Wang, Yiu-ming Cheung |
| 2009 | ICANN | Kernel Learning for Local Learning Based Clustering. | Hong Zeng, Yiu-ming Cheung |
| 2009 | IDEAL | Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. | Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You |
| 2009 | PAKDD | Feature Selection for Local Learning Based Clustering. | Hong Zeng, Yiu-ming Cheung |
| 2008 | CIS | A Novel Motion Based Lip Feature Extraction for Lip-Reading. | Meng Li, Yiu-ming Cheung |
| 2008 | CIS | Cooperation Controlled Competitive Learning Approach for Data Clustering. | Tao Li, Wenjiang Pei, Shao-ping Wang, Yiu-ming Cheung |
| 2008 | ICPR | Palmprint identification based on non-separable wavelet filter banks. | Jie Wu, Xinge You, Yuan Yan Tang, Yiu-ming Cheung |
| 2008 | IDEAL | An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. | Liang Du, Xinge You, Yiu-ming Cheung |
| 2008 | PRICAI | Feature Selection for Clustering on High Dimensional Data. | Hong Zeng, Yiu-ming Cheung |
| 2007 | CIS | An Improved Competitive and Cooperative Learning Approach for Data Clustering. | Shao-ping Wang, Wenjiang Pei, Yiu-ming Cheung |
| 2007 | ICANN | A Maximum Weighted Likelihood Approach to Simultaneous Model Selection and Feature Weighting in Gaussian Mixture. | Yiu-ming Cheung, Hong Zeng |
| 2007 | ICDM | Mechanism Design for Clustering Aggregation by Selfish Systems. | Pinata Winoto, Yiu-ming Cheung, Jiming Liu |
| 2007 | ICNC | A Ranking-Based Evolutionary Algorithm for Constrained Optimization Problems. | Yibo Hu, Yiu-ming Cheung, Yuping Wang |
| 2007 | IJCNN | A Bi-Objective Model for Shelf Space Allocation Using a Hybrid Genetic Algorithm. | Cunli Liang, Yiu-ming Cheung, Yuping Wang |
| 2007 | IJCNN | Iterative Feature Selection in Gaussian Mixture Clustering with Automatic Model Selection. | Hong Zeng, Yiu-ming Cheung |
| 2006 | CIS | Feature Weighted Rival Penalized EM for Gaussian Mixture Clustering: Automatic Feature and Model Selections in a Single Paradigm. | Yiu-ming Cheung, Hong Zeng |
| 2006 | ICDM | Clustering of SNP Data with Application to Genomics. | Michael K. Ng, Mark Junjie Li, Sio Iong Ao, Pak Chung Sham, Yiu-ming Cheung, Joshua Zhexue Huang |
| 2005 | CIS | Preference Bi-objective Evolutionary Algorithm for Constrained Optimization. | Yuping Wang, Dalian Liu, Yiu-ming Cheung |
| 2005 | CIS | Discrimination of Patchoulis of Different Geographical Origins with Two-Dimensional IR Correlation Spectroscopy and Wavelet Transform. | Daqi Zhan, Suqin Sun, Yiu-ming Cheung |
| 2005 | ISNN | A New Modified Hybrid Learning Algorithm for Feedforward Neural Networks. | Fei Han, Deshuang Huang, Yiu-ming Cheung, Guang-Bin Huang |
| 2005 | ISNN | A Learning Framework for Blind Source Separation Using Generalized Eigenvalues. | Hai-Lin Liu, Yiu-ming Cheung |
| 2005 | SEC | A New Fragile Mesh Watermarking Algorithm for Authentication. | Hao-Tian Wu, Yiu-ming Cheung |
| 2004 | ICPR | A Rival Penalized EM Algorithm towards Maximizing Weighted Likelihood for Density Mixture Clustering with Automatic Model Selection. | Yiu-ming Cheung |
| 2004 | IJCNN | A novel mixed pixels unmixing method for multispectral images. | Jun-Hua Han, De-Shuang Huang, Zhan-Li Sun, Yiu-ming Cheung |
| 2004 | IDEAL | A Novel Hybrid GA/SVM System for Protein Sequences Classification. | Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung, Hong-Qiang Wang, Xin Huang |
| 2003 | ICANN | Expectation-MiniMax Approach to Clustering Analysis. | Yiu-ming Cheung |
| 2003 | IJCNN | A divide-and-conquer based radial basis function network with application to recurrent modelling. | Rong-bo Huang, Yiu-ming Cheung, Lap-Tak Law |
| 2003 | IJCNN | Color image segmentation using rival penalized controlled competitive learning. | Lap-Tak Law, Yiu-ming Cheung |
| 2003 | IDEAL | A Fast Implementation of Radial Basis Function Networks with Application to Time Series Forecasting. | Rong-bo Huang, Yiu-ming Cheung |
| 2002 | IDEAL | k-Means - A Generalized k-Means Clustering Algorithm with Unknown Cluster Number. | Yiu-ming Cheung |
| 2000 | IJCNN | A RPCL-Based Approach for Identification of Markov Model with Unknown Noise and Number of States. | Yiu-ming Cheung, Lei Xu |
| 1998 | ICONIP | Rival Penalized Competitive Learning Based Separator on Binary Sources Separation. | Yiu-ming Cheung, Lei Xu |