| 2026 | AAAI | SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. | Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex C. Kot, Xudong Jiang |
| 2024 | CVPR | Referring Expression Counting. | Siyang Dai, Jun Liu, Ngai-Man Cheung |
| 2024 | CVPR | Model Inversion Robustness: Can Transfer Learning Help? | Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-Man Cheung |
| 2024 | ECCV | On the Vulnerability of Skip Connections to Model Inversion Attacks. | Koh Jun Hao, Sy-Tuyen Ho, Ngoc-Bao Nguyen, Ngai-Man Cheung |
| 2024 | ICASSP | Frequency Masking for Universal Deepfake Detection. | Chandler Timm C. Doloriel, Ngai-Man Cheung |
| 2024 | ICIP | Masked Signal Modeling for Plastic Waste Resin Classification. | S. Ebrahimkhani, J. Zheng, A. C. Y. Ngo, Ngai-Man Cheung |
| 2023 | AAAI | Fair Generative Models via Transfer Learning. | Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung |
| 2023 | CVPR | Re-Thinking Model Inversion Attacks Against Deep Neural Networks. | Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung |
| 2023 | CVPR | Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. | Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung |
| 2022 | AAAI | Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. | Thilini Cooray, Ngai-Man Cheung |
| 2022 | CVPR | A Closer Look at Few-shot Image Generation. | Yunqing Zhao, Henghui Ding, Houjing Huang, Ngai-Man Cheung |
| 2022 | ECCV | Discovering Transferable Forensic Features for CNN-Generated Images Detection. | Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung |
| 2022 | ICML | Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? | Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung |
| 2022 | SECON | Accelerating Federated Learning on Non-IID Data Against Stragglers. | Yupeng Zhang, Lingjie Duan, Ngai-Man Cheung |
| 2021 | CVPR | A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection. | Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung |
| 2021 | WACV | InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. | Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung |
| 2020 | CVPR | Attention-Based Context Aware Reasoning for Situation Recognition. | Thilini Cooray, Ngai-Man Cheung, Wei Lu |
| 2020 | CVPR | Attentive Weights Generation for Few Shot Learning via Information Maximization. | Yiluan Guo, Ngai-Man Cheung |
| 2020 | IJCAI | Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. | Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung |
| 2020 | ICPR | Explanation-Guided Training for Cross-Domain Few-Shot Classification. | Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Yunqing Zhao, Ngai-Man Cheung, Alexander Binder |
| 2019 | AAAI | Improving GAN with Neighbors Embedding and Gradient Matching. | Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung |
| 2019 | CVPR | SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences. | Huu M. Le, Thanh-Toan Do, Tuan Hoang, Ngai-Man Cheung |
| 2019 | ICCV | Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding. | Linxiao Yang, Ngai-Man Cheung, Jiaying Li, Jun Fang |
| 2019 | ISCAS | Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition. | Heng Zhao, Kim-Hui Yap, Alex C. Kot, Lingyu Duan, Ngai-Man Cheung |
| 2019 | LCN | A Neural Attention Model for Real-Time Network Intrusion Detection. | Mengxuan Tan, Alfonso Iacovazzi, Ngai-Man Cheung, Yuval Elovici |
| 2019 | WACV | Binary Constrained Deep Hashing Network for Image Retrieval Without Manual Annotation. | Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Trung Pham, Huu Le, Ngai-Man Cheung, Ian D. Reid |
| 2018 | AAAI | Adaptive Quantization for Deep Neural Network. | Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard |
| 2018 | ADC | Statistical Discretization of Continuous Attributes Using Kolmogorov-Smirnov Test. | Hadi Mohammadzadeh Abachi, Saeid Hosseini, Mojtaba Amiri Maskouni, Mohammadreza Kangavari, Ngai-Man Cheung |
| 2018 | CVPR | Efficient and Deep Person Re-Identification Using Multi-Level Similarity. | Yiluan Guo, Ngai-Man Cheung |
| 2018 | CVPR | DeepVQ: A Deep Network Architecture for Vector Quantization. | Dang-Khoa Le Tan, Huu Le, Tuan Hoang, Thanh-Toan Do, Ngai-Man Cheung |
| 2018 | DASFAA | Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. | Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici, Xiaofang Zhou |
| 2018 | ECCV | Dist-GAN: An Improved GAN Using Distance Constraints. | Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung |
| 2018 | ICASSP | Fine-Grained Wound Tissue Analysis Using Deep Neural Network. | Hossein Nejati, Hamed Alizadeh Ghazijahani, Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung, Kheng Hock Lee, Lian Leng Low |
| 2018 | ICDM | DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. | Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici |
| 2018 | ICIP | Supervised Hashing with End-to-End Binary Deep Neural Network. | Dang-Khoa Le Tan, Thanh-Toan Do, Ngai-Man Cheung |
| 2017 | CVPR | Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search. | Thanh-Toan Do, Dang-Khoa Le Tan, Trung T. Pham, Ngai-Man Cheung |
| 2017 | GLOBECOM | Detection of Internet Traffic Anomalies Using Sparse Laplacian Component Analysis. | Manas Khatua, Seyed Hamid Safavi, Ngai-Man Cheung |
| 2017 | ICASSP | Simultaneous low-rank component and graph estimation for high-dimensional graph signals: Application to brain imaging. | Rui Liu, Hossein Nejati, Seyed Hamid Safavi, Ngai-Man Cheung |
| 2017 | ICASSP | On classification of distorted images with deep convolutional neural networks. | Yiren Zhou, Sibo Song, Ngai-Man Cheung |
| 2017 | ICCV | Non-rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets. | Xin Sun, Ngai-Man Cheung, Hongxun Yao, Yiluan Guo |
| 2017 | ICIP | Deep neural networks on graph signals for brain imaging analysis. | Yiluan Guo, Hossein Nejati, Ngai-Man Cheung |
| 2017 | ICIP | Enhancing feature discrimination for unsupervised hashing. | Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung |
| 2017 | ICNC | Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data. | Teoh Teik Toe, Y. Y. Nguwi, Yuval Elovici, Ngai-Man Cheung, W. L. Ng |
| 2017 | OZCHI | Experience of designing and deploying a tablet game for people with dementia. | Bree J. Westphal, Hyowon Lee, Ngai-Man Cheung, Chor Guan Teo, Wei Kiat Leong |
| 2016 | CVPR | Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition. | Sibo Song, Vijay Chandrasekhar, Bappaditya Mandal, Liyuan Li, Joo-Hwee Lim, Giduthuri Sateesh Babu, Phyo Phyo San, Ngai-Man Cheung |
| 2016 | DCC | Efficient Environmental Temperature Monitoring Using Compressed Sensing. | Ali Hashemi, Mohammad Rostami, Ngai-Man Cheung |
| 2016 | ECCV | Learning to Hash with Binary Deep Neural Network. | Thanh-Toan Do, Anh-Dzung Doan, Ngai-Man Cheung |
| 2016 | ECCV | Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. | Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung |
| 2016 | ICASSP | Egocentric activity recognition with multimodal fisher vector. | Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal, Jie Lin |
| 2016 | ICIP | Deepmole: Deep neural networks for skin mole lesion classification. | Victor Pomponiu, Hossein Nejati, Ngai-Man Cheung |
| 2016 | ICIP | Dimensionality reduction of brain imaging data using graph signal processing. | Rui Liu, Hossein Nejati, Ngai-Man Cheung |
| 2016 | Mobisys | Low Bit-rate Mobile Cloud Gaming. | Seong-Ping Chuah, Ngai-Man Cheung, Chau Yuen |
| 2016 | Mobisys | When Intuitive Multi-touch Tablet Is Not Enough: Mobile Gaming for Extreme Usability. | Hyowon Lee, Bree J. Westphal, Wei Kiat Leong, Ngai-Man Cheung, Chor Guan Teo |
| 2015 | CHI | Design Self-Diagnosis Applications for Non-Patients. | Jason Chen Zhao, Ngai-Man Cheung, Ricardo Sosa, Dawn Chin-Ing Koh |
| 2015 | CVPR | FAemb: A function approximation-based embedding method for image retrieval. | Thanh-Toan Do, Quang D. Tran, Ngai-Man Cheung |
| 2015 | DCC | Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding. | Yijian Xiang, Lu Fang, Ren Li, Ngai-Man Cheung |
| 2015 | DCC | On the Efficiency of View Synthesis Prediction for 3D Video Coding. | Yichen Zhang, Ngai-Man Cheung, Lu Yu |
| 2015 | ICASSP | The efficiency of view synthesis prediction for 3D video coding: A spectral domain analysis. | Yichen Zhang, Ngai-Man Cheung, Lu Yu |
| 2015 | ICCE | Open Designettes, Flowcharts, and Pseudocodes in Python Programming with the Aid of Finch. | Cheah Huei Yoong, Hyowon Lee, Ngai-Man Cheung |
| 2015 | ICIP | Information-theoretic analysis of Blinn-Phong lighting with applicationto mobile cloud gaming. | Seong-Ping Chuah, Ngai-Man Cheung, Chau Yuen |
| 2014 | ACCV | Activity Recognition in Egocentric Life-Logging Videos. | Sibo Song, Vijay Chandrasekhar, Ngai-Man Cheung, Sanath Narayan, Liyuan Li, Joo-Hwee Lim |
| 2014 | ICIP | Bandwidth efficient mobile cloud gaming with layered coding and scalable phong lighting. | Seong-Ping Chuah, Ngai-Man Cheung |
| 2014 | ICIP | Analytical model for camera distance related 3D virtual view distortion estimation. | Yijian Xiang, Ngai-Man Cheung, Juyong Zhang, Lu Fang |
| 2014 | MMSys | Layered Coding for Mobile Cloud Gaming. | Seong-Ping Chuah, Ngai-Man Cheung |
| 2014 | MMSys | DeepCAPTCHA: an image CAPTCHA based on depth perception. | Hossein Nejati, Ngai-Man Cheung, Ricardo Sosa, Dawn Chin-Ing Koh |
| 2013 | DCC | Low Bit-Rate Subpixel-Based Color Image Compression. | Lu Fang, Ngai-Man Cheung, Oscar C. Au, Houqiang Li, Ketan Tang |
| 2013 | EDUCON | From Boxes to bees: Active learning in freshmen calculus. | Flora S. Tsai, Karthik Natarajan, Selin Damla Ahipasaoglu, Chau Yuen, Hyowon Lee, Ngai-Man Cheung, Justin Ruths, Shisheng Huang, Thomas L. Magnanti |
| 2013 | ICASSP | Compressed sensing of diffusion fields under heat equation constraint. | Mohammad Rostami, Ngai-Man Cheung, Tony Q. S. Quek |
| 2013 | ICIP | Rate-distortion optimized merge frame using piecewise constant functions. | Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au |
| 2013 | ICIP | Synthesis distortion estimation in 3D video using frequency and spatial analysis. | Lu Fang, Ngai-Man Cheung, Dong Tian, Anthony Vetro, Huifang Sun, Lu Yu |
| 2013 | ICIP | Novel distortion metric for depth coding of 3D video. | Rui Ma, Ngai-Man Cheung, Oscar C. Au, Dong Tian |
| 2012 | ICIP | On modeling the rendering error in 3D video. | Ngai-Man Cheung, Dong Tian, Anthony Vetro, Huifang Sun |
| 2012 | ICIP | Analytical study of RGB vertical stripe and RGBX square-shaped subpixel arrangements. | Lu Fang, Oscar C. Au, Jingjing Dai, Hanli Wang, Ngai-Man Cheung |
| 2011 | ICIP | Quality-controlled view interpolation for multiview video. | Mina Makar, Yao-Chung Lin, Ngai-Man Cheung, Derek Pang, Bernd Girod |
| 2011 | ICIP | Synchronization of presentation slides and lecture videos using bit rate sequences. | Georg Schroth, Ngai-Man Cheung, Eckehard G. Steinbach, Bernd Girod |
| 2011 | MMSys | The stanford mobile visual search data set. | Vijay Chandrasekhar, David M. Chen, Sam S. Tsai, Ngai-Man Cheung, Huizhong Chen, Gabriel Takacs, Yuriy A. Reznik, Ramakrishna Vedantham, Radek Grzeszczuk, Jeff Bach, Bernd Girod |
| 2010 | ICIP | Comparison of local feature descriptors for mobile visual search. | Vijay Chandrasekhar, David M. Chen, Andy Lin, Gabriel Takacs, Sam S. Tsai, Ngai-Man Cheung, Yuriy A. Reznik, Radek Grzeszczuk, Bernd Girod |
| 2010 | ICIP | Dynamic selection of a feature-rich query frame for mobile video retrieval. | David M. Chen, Ngai-Man Cheung, Sam S. Tsai, Vijay Chandrasekhar, Gabriel Takacs, Ramakrishna Vedantham, Radek Grzeszczuk, Bernd Girod |
| 2010 | ICIP | Rate-distortion based reconstruction optimization in distributed source coding for interactive multiview video streaming. | Ngai-Man Cheung, Antonio Ortega, Gene Cheung |
| 2010 | VCIP | On media data structures for interactive streaming in immersive applications. | Gene Cheung, Antonio Ortega, Ngai-Man Cheung, Bernd Girod |
| 2009 | ICASSP | Transcoding based robust streaming of compressed video. | Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung |
| 2009 | ICIP | Parallel rate-distortion optimized intra mode decision on multi-core graphics processors using greedy-based encoding orders. | Ngai-Man Cheung, Oscar C. Au, Man Cheung Kung, Xiaopeng Fan |
| 2009 | ICIP | Optimized frame structure using distributed source coding for interactive multiview video streaming. | Gene Cheung, Ngai-Man Cheung, Antonio Ortega |
| 2009 | ICIP | Adaptive correlation estimation for general Wyner-Ziv video coding. | Xiaopeng Fan, Oscar C. Au, Ngai-Man Cheung |
| 2009 | ISCAS | On Improving the Robustness of Compressed Video by Slepian-Wolf based Lossless Transcoding. | Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung |
| 2009 | PCS | Distributed source coding techniques for interactive multiview video streaming. | Ngai-Man Cheung, Antonio Ortega, Gene Cheung |
| 2007 | MMSP | Flexible Video Decoding: A Distributed Source Coding Approach. | Ngai-Man Cheung, Antonio Ortega |
| 2006 | ICIP | A Model-Based Approach to Correlation Estimation Inwavelet-Based Distributed Source Coding with Application to Hyperspectral Imagery. | Ngai-Man Cheung, Antonio Ortega |
| 2005 | DCC | Efficient Inter-Band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach. | Caimu Tang, Ngai-Man Cheung, Antonio Ortega, Cauligi S. Raghavendra |
| 2005 | ICIP | Correlation estimation for distributed source coding under information exchange constraints. | Ngai-Man Cheung, Huisheng Wang, Antonio Ortega |
| 2002 | ICIP | Configurable variable length code with genetic algorithms. | Ngai-Man Cheung, Yuji Itoh |
| 2001 | ICASSP | Configurable variable length code for video coding. | Ngai-Man Cheung, Yuji Itoh |
| 2000 | ICIP | Universal Variable Length Code for DCT Coding. | Yuji Itoh, Ngai-Man Cheung |
| 1999 | MMSP | Software MPEG-2 video decoder on a DSP Enhanced Memory Module. | Ngai-Man Cheung, Tsugio Kawashima, Yoshihide Iwata, Steven Trautmann, Jeff Tsay, Basavaraj I. Pawate |
| 1998 | ICASSP | Head-related transfer function modeling in 3-D sound systems with genetic algorithms. | Ngai-Man Cheung, Steven Trautmann, Andrew Horner |
| 1997 | MMSP | Genetic algorithm approach to head-related transfer functions modeling in 3-D sound system. | Ngai-Man Cheung, Steven Trautmann |
| 1997 | MMSP | Wavetable music synthesis for multimedia and beyond. | Steven Trautmann, Ngai-Man Cheung |