Genetic Algorithm Optimization of Additive Synthesis Envelope Breakpoints and Group Synthesis Parameters. - Andrew Horner; Ngai-Man Cheung; James W. Beauchamp (ICMC, 1995)

Genetic algorithm approach to head-related transfer functions modeling in 3-D sound system. - Ngai-Man Cheung; Steven Trautmann (MMSP, 1997)

Wavetable music synthesis for multimedia and beyond. - Steven Trautmann; Ngai-Man Cheung (MMSP, 1997)

Head-related transfer function modeling in 3-D sound systems with genetic algorithms. - Ngai-Man Cheung; Steven Trautmann; Andrew Horner (ICASSP, 1998)

Applications of the Processor Enhanced Memory Module for Music Signal Processing. - Steven Trautmann; Ngai-Man Cheung; Christopher Poletto (ICMC, 1999)

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 (MMSP, 1999)

Universal Variable Length Code for DCT Coding. - Yuji Itoh; Ngai-Man Cheung (ICIP, 2000)

Configurable variable length code for video coding. - Ngai-Man Cheung; Yuji Itoh (ICASSP, 2001)

Configurable variable length code with genetic algorithms. - Ngai-Man Cheung; Yuji Itoh (ICIP (3), 2002)

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 (DCC, 2005)

Correlation estimation for distributed source coding under information exchange constraints. - Ngai-Man Cheung; Huisheng Wang; Antonio Ortega (ICIP (2), 2005)

A Model-Based Approach to Correlation Estimation Inwavelet-Based Distributed Source Coding with Application to Hyperspectral Imagery. - Ngai-Man Cheung; Antonio Ortega (ICIP, 2006)

A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques. - Huisheng Wang; Ngai-Man Cheung; Antonio Ortega (EURASIP J. Adv. Signal Process., 2006)

Efficient wavelet-based predictive Slepian-Wolf coding for hyperspectral imagery. - Ngai-Man Cheung; Caimu Tang; Antonio Ortega; Cauligi S. Raghavendra (Signal Process., 2006)

Flexible Video Decoding: A Distributed Source Coding Approach. - Ngai-Man Cheung; Antonio Ortega (MMSP, 2007)

Sampling-Based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints. - Ngai-Man Cheung; Huisheng Wang; Antonio Ortega (IEEE Trans. Image Process., 2008)

Transcoding based robust streaming of compressed video. - Xiaopeng Fan; Oscar C. Au; Mengyao Ma; Ling Hou; Jiantao Zhou 001; Ngai-Man Cheung (ICASSP, 2009)

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 (ICIP, 2009)

Optimized frame structure using distributed source coding for interactive multiview video streaming. - Gene Cheung; Ngai-Man Cheung; Antonio Ortega (ICIP, 2009)

Adaptive correlation estimation for general Wyner-Ziv video coding. - Xiaopeng Fan; Oscar C. Au; Ngai-Man Cheung (ICIP, 2009)

On Improving the Robustness of Compressed Video by Slepian-Wolf based Lossless Transcoding. - Xiaopeng Fan; Oscar C. Au; Mengyao Ma; Ling Hou; Jiantao Zhou 001; Ngai-Man Cheung (ISCAS, 2009)

Distributed source coding techniques for interactive multiview video streaming. - Ngai-Man Cheung; Antonio Ortega; Gene Cheung (PCS, 2009)

Highly Parallel Rate-Distortion Optimized Intra-Mode Decision on Multicore Graphics Processors. - Ngai-Man Cheung; Oscar C. Au; Man Cheung Kung; Peter H. W. Wong; Chun-Hung Liu (IEEE Trans. Circuits Syst. Video Technol., 2009)

Comparison of local feature descriptors for mobile visual search. - Vijay Chandrasekhar 001; David M. Chen; Andy Lin; Gabriel Takacs; Sam S. Tsai; Ngai-Man Cheung; Yuriy A. Reznik; Radek Grzeszczuk; Bernd Girod (ICIP, 2010)

Dynamic selection of a feature-rich query frame for mobile video retrieval. - David M. Chen; Ngai-Man Cheung; Sam S. Tsai; Vijay Chandrasekhar 001; Gabriel Takacs; Ramakrishna Vedantham; Radek Grzeszczuk; Bernd Girod (ICIP, 2010)

Rate-distortion based reconstruction optimization in distributed source coding for interactive multiview video streaming. - Ngai-Man Cheung; Antonio Ortega; Gene Cheung (ICIP, 2010)

Restoration of out-of-focus lecture video by automatic slide matching. - Ngai-Man Cheung; David M. Chen; Vijay Chandrasekhar 001; Sam S. Tsai; Gabriel Takacs; Sherif A. Halawa; Bernd Girod (ACM Multimedia, 2010)

Mobile product recognition. - Sam S. Tsai; David M. Chen; Vijay Chandrasekhar 001; Gabriel Takacs; Ngai-Man Cheung; Ramakrishna Vedantham; Radek Grzeszczuk; Bernd Girod (ACM Multimedia, 2010)

On media data structures for interactive streaming in immersive applications. - Gene Cheung; Antonio Ortega; Ngai-Man Cheung; Bernd Girod (VCIP, 2010)

Successive refinement based Wyner-Ziv video compression. - Xiaopeng Fan; Oscar C. Au; Ngai-Man Cheung; Yan Chen 007; Jiantao Zhou 001 (Signal Process. Image Commun., 2010)

Video Coding on Multicore Graphics Processors. - Ngai-Man Cheung; Xiaopeng Fan; Oscar C. Au; Man Cheung Kung (IEEE Signal Process. Mag., 2010)

Transform-Domain Adaptive Correlation Estimation (TRACE) for Wyner-Ziv Video Coding. - Xiaopeng Fan; Oscar C. Au; Ngai-Man Cheung (IEEE Trans. Circuits Syst. Video Technol., 2010)

Quality-controlled view interpolation for multiview video. - Mina Makar; Yao-Chung Lin; Ngai-Man Cheung; Derek Pang; Bernd Girod (ICIP, 2011)

Synchronization of presentation slides and lecture videos using bit rate sequences. - Georg Schroth; Ngai-Man Cheung; Eckehard G. Steinbach; Bernd Girod (ICIP, 2011)

ClassX: an open source interactive lecture StreamingSystem. - Sherif A. Halawa; Derek Pang; Ngai-Man Cheung; Bernd Girod (ACM Multimedia, 2011)

ClassX Mobile: region-of-interest video streaming to mobile devices with multi-touch interaction. - Derek Pang; Sherif A. Halawa; Ngai-Man Cheung; Bernd Girod (ACM Multimedia, 2011)

Mobile interactive region-of-interest video streaming with crowd-driven prefetching. - Derek Pang; Sherif A. Halawa; Ngai-Man Cheung; Bernd Girod (IMMPD@ACM Multimedia, 2011)

The stanford mobile visual search data set. - Vijay Chandrasekhar 001; David M. Chen; Sam S. Tsai; Ngai-Man Cheung; Huizhong Chen; Gabriel Takacs; Yuriy A. Reznik; Ramakrishna Vedantham; Radek Grzeszczuk; Jeff Bach; Bernd Girod (MMSys, 2011)

Mobile Visual Search. - Bernd Girod; Vijay Chandrasekhar 001; David M. Chen; Ngai-Man Cheung; Radek Grzeszczuk; Yuriy A. Reznik; Gabriel Takacs; Sam S. Tsai; Ramakrishna Vedantham (IEEE Signal Process. Mag., 2011)

Interactive Streaming of Stored Multiview Video Using Redundant Frame Structures. - Gene Cheung; Antonio Ortega; Ngai-Man Cheung (IEEE Trans. Image Process., 2011)

On modeling the rendering error in 3D video. - Ngai-Man Cheung; Dong Tian; Anthony Vetro; Huifang Sun (ICIP, 2012)

Analytical study of RGB vertical stripe and RGBX square-shaped subpixel arrangements. - Lu Fang 001; Oscar C. Au; Jingjing Dai; Hanli Wang; Ngai-Man Cheung (ICIP, 2012)

Coding for Interactive Navigation in High-Dimensional Media Data. - Ngai-Man Cheung; Gene Cheung (Emerging Technologies for 3D Video, 2013)

Low Bit-Rate Subpixel-Based Color Image Compression. - Lu Fang 001; Ngai-Man Cheung; Oscar C. Au; Houqiang Li; Ketan Tang (DCC, 2013)

From Boxes to bees: Active learning in freshmen calculus. - Flora S. Tsai; Karthik Natarajan; Selin Damla Ahipasaoglu; Chau Yuen; Hyowon Lee 001; Ngai-Man Cheung; Justin Ruths; Shisheng Huang; Thomas L. Magnanti (EDUCON, 2013)

Compressed sensing of diffusion fields under heat equation constraint. - Mohammad Rostami; Ngai-Man Cheung; Tony Q. S. Quek (ICASSP, 2013)

Rate-distortion optimized merge frame using piecewise constant functions. - Wei Dai 002; Gene Cheung; Ngai-Man Cheung; Antonio Ortega; Oscar C. Au (ICIP, 2013)

Synthesis distortion estimation in 3D video using frequency and spatial analysis. - Lu Fang 001; Ngai-Man Cheung; Dong Tian; Anthony Vetro; Huifang Sun; Lu Yu 003 (ICIP, 2013)

Novel distortion metric for depth coding of 3D video. - Rui Ma; Ngai-Man Cheung; Oscar C. Au; Dong Tian (ICIP, 2013)

TOP-SPIN: TOPic discovery via Sparse Principal component INterference. - Martin Takác 001; Selin Damla Ahipasaoglu; Ngai-Man Cheung; Peter Richtárik (CoRR, 2013)

Subpixel Rendering: From Font Rendering to Image Subsampling [Applications Corner]. - Lu Fang 001; Oscar C. Au; Ngai-Man Cheung (IEEE Signal Process. Mag., 2013)

Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. - Lu Fang 001; Oscar C. Au; Ngai-Man Cheung; Aggelos K. Katsaggelos; Houqiang Li; Feng Zou 006 (IEEE Trans. Image Process., 2013)

Activity Recognition in Egocentric Life-Logging Videos. - Sibo Song; Vijay Chandrasekhar 001; Ngai-Man Cheung; Sanath Narayan; Liyuan Li; Joo-Hwee Lim (ACCV Workshops (3), 2014)

Early melanoma diagnosis with mobile imaging. - Thanh-Toan Do; Yiren Zhou; Haitian Zheng; Ngai-Man Cheung; Dawn Chin-Ing Koh (EMBC, 2014)

Bandwidth efficient mobile cloud gaming with layered coding and scalable phong lighting. - Seong-Ping Chuah; Ngai-Man Cheung (ICIP, 2014)

Analytical model for camera distance related 3D virtual view distortion estimation. - Yijian Xiang; Ngai-Man Cheung; Juyong Zhang; Lu Fang 001 (ICIP, 2014)

Layered Coding for Mobile Cloud Gaming. - Seong-Ping Chuah; Ngai-Man Cheung (MMVE@MMSys, 2014)

DeepCAPTCHA: an image CAPTCHA based on depth perception. - Hossein Nejati; Ngai-Man Cheung; Ricardo Sosa; Dawn Chin-Ing Koh (MMSys, 2014)

An Analytical Model for Synthesis Distortion Estimation in 3D Video. - Lu Fang 001; Ngai-Man Cheung; Dong Tian; Anthony Vetro; Huifang Sun; Oscar C. Au (IEEE Trans. Image Process., 2014)

Cloud gaming: a green solution to massive multiplayer online games. - Seong-Ping Chuah; Chau Yuen; Ngai-Man Cheung (IEEE Wirel. Commun., 2014)

Design Self-Diagnosis Applications for Non-Patients. - Jason Chen Zhao; Ngai-Man Cheung; Ricardo Sosa; Dawn Chin-Ing Koh (CHI Extended Abstracts, 2015)

FAemb: A function approximation-based embedding method for image retrieval. - Thanh-Toan Do; Quang D. Tran; Ngai-Man Cheung (CVPR, 2015)

Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding. - Yijian Xiang; Lu Fang 001; Ren Li; Ngai-Man Cheung (DCC, 2015)

On the Efficiency of View Synthesis Prediction for 3D Video Coding. - Yichen Zhang; Ngai-Man Cheung; Lu Yu 003 (DCC, 2015)

Towards perception awareness: Perceptual event detection for Brain computer interfaces. - Hossein Nejati; Kleovoulos Tsourides; Victor Pomponiu; Evan C. Ehrenberg; Ngai-Man Cheung; Pawan Sinha (EMBC, 2015)

The efficiency of view synthesis prediction for 3D video coding: A spectral domain analysis. - Yichen Zhang; Ngai-Man Cheung; Lu Yu 003 (ICASSP, 2015)

Open Designettes, Flowcharts, and Pseudocodes in Python Programming with the Aid of Finch. - Cheah Huei Yoong; Hyowon Lee 001; Ngai-Man Cheung (ICCE, 2015)

Information-theoretic analysis of Blinn-Phong lighting with applicationto mobile cloud gaming. - Seong-Ping Chuah; Ngai-Man Cheung; Chau Yuen (ICIP, 2015)

Discrete Hashing with Deep Neural Network. - Thanh-Toan Do; Anh-Zung Doan; Ngai-Man Cheung (CoRR, 2015)

Enabling Adaptive High-Frame-Rate Video Streaming in Mobile Cloud Gaming Applications. - Jiyan Wu; Chau Yuen; Ngai-Man Cheung; Junliang Chen 001; Chang Wen Chen (IEEE Trans. Circuits Syst. Video Technol., 2015)

Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition. - Sibo Song; Vijay Chandrasekhar 001; Bappaditya Mandal; Liyuan Li; Joo-Hwee Lim; Giduthuri Sateesh Babu; Phyo Phyo San; Ngai-Man Cheung (CVPR Workshops, 2016)

Efficient Environmental Temperature Monitoring Using Compressed Sensing. - Ali Hashemi 002; Mohammad Rostami; Ngai-Man Cheung (DCC, 2016)

Learning to Hash with Binary Deep Neural Network. - Thanh-Toan Do; Anh-Dzung Doan; Ngai-Man Cheung (ECCV (5), 2016)

Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. - Thanh-Toan Do; Anh-Dzung Doan; Duc Thanh Nguyen; Ngai-Man Cheung (ECCV (2), 2016)

Egocentric activity recognition with multimodal fisher vector. - Sibo Song; Ngai-Man Cheung; Vijay Chandrasekhar 001; Bappaditya Mandal; Jie Lin 001 (ICASSP, 2016)

Image-based vehicle analysis using deep neural network: A systematic study. - Yiren Zhou; Hossein Nejati; Thanh-Toan Do; Ngai-Man Cheung; Lynette Cheah (DSP, 2016)

Deepmole: Deep neural networks for skin mole lesion classification. - Victor Pomponiu; Hossein Nejati; Ngai-Man Cheung (ICIP, 2016)

Dimensionality reduction of brain imaging data using graph signal processing. - Rui Liu 034; Hossein Nejati; Ngai-Man Cheung (ICIP, 2016)

Designing coding structures with merge frames for interactive multiview video streaming. - Benedicte Motz; Gene Cheung; Ngai-Man Cheung (ICME Workshops, 2016)

Low Bit-rate Mobile Cloud Gaming. - Seong-Ping Chuah; Ngai-Man Cheung; Chau Yuen (MobiGames@MobiSys, 2016)

When Intuitive Multi-touch Tablet Is Not Enough: Mobile Gaming for Extreme Usability. - Hyowon Lee 001; Bree J. Westphal; Wei Kiat Leong; Ngai-Man Cheung; Chor Guan Teo (MobiGames@MobiSys, 2016)

Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging. - Liu Rui; Hossein Nejati; Ngai-Man Cheung (CoRR, 2016)

Vehicle Classification using Transferable Deep Neural Network Features. - Yiren Zhou; Ngai-Man Cheung (CoRR, 2016)

Smartphone and Mobile Image Processing for Assisted Living: Health-monitoring apps powered by advanced mobile imaging algorithms. - Hossein Nejati; Victor Pomponiu; Thanh-Toan Do; Yiren Zhou; Sahar Iravani; Ngai-Man Cheung (IEEE Signal Process. Mag., 2016)

Trading Delay for Distortion in One-Way Video Communication Over the Internet. - Jiyan Wu; Bo Cheng 001; Chau Yuen; Ngai-Man Cheung; Junliang Chen 001 (IEEE Trans. Circuits Syst. Video Technol., 2016)

Layered Coding for Mobile Cloud Gaming Using Scalable Blinn-Phong Lighting. - Seong-Ping Chuah; Ngai-Man Cheung; Chau Yuen (IEEE Trans. Image Process., 2016)

Merge Frame Design for Video Stream Switching Using Piecewise Constant Functions. - Wei Dai 002; Gene Cheung; Ngai-Man Cheung; Antonio Ortega; Oscar C. Au (IEEE Trans. Image Process., 2016)

Estimation of Virtual View Synthesis Distortion Toward Virtual View Position. - Lu Fang 001; Yijian Xiang; Ngai-Man Cheung; Feng Wu 001 (IEEE Trans. Image Process., 2016)

Delay-Constrained High Definition Video Transmission in Heterogeneous Wireless Networks with Multi-Homed Terminals. - Jiyan Wu; Chau Yuen; Ngai-Man Cheung; Junliang Chen 001 (IEEE Trans. Mob. Comput., 2016)

Modeling and Optimization of High Frame Rate Video Transmission Over Wireless Networks. - Jiyan Wu; Chau Yuen; Ngai-Man Cheung; Junliang Chen 001; Chang Wen Chen (IEEE Trans. Wirel. Commun., 2016)

Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search. - Thanh-Toan Do; Dang-Khoa Le Tan; Trung T. Pham; Ngai-Man Cheung (CVPR, 2017)

Detection of Internet Traffic Anomalies Using Sparse Laplacian Component Analysis. - Manas Khatua; Seyed Hamid Safavi; Ngai-Man Cheung (GLOBECOM, 2017)

Simultaneous low-rank component and graph estimation for high-dimensional graph signals: Application to brain imaging. - Rui Liu 034; Hossein Nejati; Seyed Hamid Safavi; Ngai-Man Cheung (ICASSP, 2017)

On classification of distorted images with deep convolutional neural networks. - Yiren Zhou; Sibo Song; Ngai-Man Cheung (ICASSP, 2017)

Non-rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets. - Xin Sun 003; Ngai-Man Cheung; Hongxun Yao; Yiluan Guo (ICCV, 2017)

Deep neural networks on graph signals for brain imaging analysis. - Yiluan Guo; Hossein Nejati; Ngai-Man Cheung (ICIP, 2017)

Enhancing feature discrimination for unsupervised hashing. - Tuan Hoang; Thanh-Toan Do; Dang-Khoa Le Tan; Ngai-Man Cheung (ICIP, 2017)

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 (ICNC-FSKD, 2017)

Selective Deep Convolutional Features for Image Retrieval. - Tuan Hoang; Thanh-Toan Do; Dang-Khoa Le Tan; Ngai-Man Cheung (ACM Multimedia, 2017)

A generic framework for monitoring local freight traffic movements using computer vision-based techniques. - Xin Sun; Jiatao Ding; Giacomo Dalla Chiara; Lynette Cheah; Ngai-Man Cheung (MT-ITS, 2017)

Experience of designing and deploying a tablet game for people with dementia. - Bree J. Westphal; Hyowon Lee 001; Ngai-Man Cheung; Chor Guan Teo; Wei Kiat Leong (OZCHI, 2017)

Enhance Feature Discrimination for Unsupervised Hashing. - Tuan Hoang; Thanh-Toan Do; Dang-Khoa Le Tan; Ngai-Man Cheung (CoRR, 2017)

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. - Zhe Wang 019; Kingsley Kuan; Mathieu Ravaut; Gaurav Manek; Sibo Song; Fang Yuan; Kim Seokhwan; Nancy F. Chen; Luis Fernando D'Haro; Anh Tuan Luu; Hongyuan Zhu; Zeng Zeng; et al. (CoRR, 2017)

Accessible Melanoma Detection using Smartphones and Mobile Image Analysis. - Thanh-Toan Do; Victor Pomponiu; Yiren Zhou; Tuan Hoang; Zhao Chen; Ngai-Man Cheung; Dawn Chin-Ing Koh; Aaron Tan; Suat-Hoon Tan (CoRR, 2017)

Compact Hash Code Learning with Binary Deep Neural Network. - Thanh-Toan Do; Dang-Khoa Le Tan; Tuan Hoang; Ngai-Man Cheung (CoRR, 2017)

Aircraft Fuselage Defect Detection using Deep Neural Networks. - Touba Malekzadeh; Milad Abdollahzadeh; Hossein Nejati; Ngai-Man Cheung (CoRR, 2017)

Streaming Mobile Cloud Gaming Video Over TCP With Adaptive Source-FEC Coding. - Jiyan Wu; Chau Yuen; Ngai-Man Cheung; Junliang Chen 001; Chang Wen Chen (IEEE Trans. Circuits Syst. Video Technol., 2017)

Adaptive Quantization for Deep Neural Network. - Yiren Zhou; Seyed-Mohsen Moosavi-Dezfooli; Ngai-Man Cheung; Pascal Frossard (AAAI, 2018)

Statistical Discretization of Continuous Attributes Using Kolmogorov-Smirnov Test. - Hadi Mohammadzadeh Abachi; Saeid Hosseini; Mojtaba Amiri Maskouni; Mohammadreza Kangavari; Ngai-Man Cheung (ADC, 2018)

Efficient and Deep Person Re-Identification Using Multi-Level Similarity. - Yiluan Guo; Ngai-Man Cheung (CVPR, 2018)

DeepVQ: A Deep Network Architecture for Vector Quantization. - Dang-Khoa Le Tan; Huu Le; Tuan Hoang; Thanh-Toan Do; Ngai-Man Cheung (CVPR Workshops, 2018)

Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. - Saeid Hosseini; Hongzhi Yin; Ngai-Man Cheung; Kan Pak Leng; Yuval Elovici; Xiaofang Zhou 001 (DASFAA (1), 2018)

Dist-GAN: An Improved GAN Using Distance Constraints. - Ngoc-Trung Tran; Tuan-Anh Bui; Ngai-Man Cheung (ECCV (14), 2018)

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 (ICASSP, 2018)

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 (ICDM, 2018)

Supervised Hashing with End-to-End Binary Deep Neural Network. - Dang-Khoa Le Tan; Thanh-Toan Do; Ngai-Man Cheung (ICIP, 2018)

Deep Adaptive Temporal Pooling for Activity Recognition. - Sibo Song; Ngai-Man Cheung; Vijay Chandrasekhar 001; Bappaditya Mandal (ACM Multimedia, 2018)

Optimal HEVC Configuration for Wireless Video Communication Under Energy Constraints. - Milad Abdollahzadeh; Hadi Seyedarabi; Javad Musevi Niya; Ngai-Man Cheung (IEEE Access, 2018)

Early detection of Crossfire attacks using deep learning. - Saurabh Misra; Mengxuan Tan; Mostafa Rezazad; Ngai-Man Cheung (CoRR, 2018)

From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. - Thanh-Toan Do; Tuan Hoang; Dang-Khoa Le Tan; Ngai-Man Cheung (CoRR, 2018)

On-device Scalable Image-based Localization. - Ngoc-Trung Tran; Dang-Khoa Le Tan; Anh-Dzung Doan; Thanh-Toan Do; Tuan-Anh Bui; Ngai-Man Cheung (CoRR, 2018)

Simultaneous Compression and Quantization: A Joint Approach for Efficient Unsupervised Hashing. - Tuan Hoang; Thanh-Toan Do; Dang-Khoa Le Tan; Ngai-Man Cheung (CoRR, 2018)

Binary Constrained Deep Hashing Network for Image Retrieval without Human Intervention. - Thanh-Toan Do; Dang-Khoa Le Tan; Trung Pham; Tuan Hoang; Ngai-Man Cheung (CoRR, 2018)

Generative Adversarial Autoencoder Networks. - Ngoc-Trung Tran; Tuan-Anh Bui; Ngai-Man Cheung (CoRR, 2018)

MCP: a multi-component learning machine for prediction of protein secondary structure. - Leila Khalatbari; Mohammadreza Kangavari; Saeid Hosseini; Hongzhi Yin; Ngai-Man Cheung (CoRR, 2018)

Defense Against Adversarial Attacks with Saak Transform. - Sibo Song; Yueru Chen; Ngai-Man Cheung; C.-C. Jay Kuo (CoRR, 2018)

Embedding Based on Function Approximation for Large Scale Image Search. - Thanh-Toan Do; Ngai-Man Cheung (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Computation and Memory Efficient Image Segmentation. - Yiren Zhou; Thanh-Toan Do; Haitian Zheng; Ngai-Man Cheung; Lu Fang 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis. - Thanh-Toan Do; Tuan Hoang; Victor Pomponiu; Yiren Zhou; Zhao Chen 005; Ngai-Man Cheung; Dawn Chin-Ing Koh; Aaron Tan; Suat-Hoon Tan (IEEE Trans. Multim., 2018)

Sparse Laplacian Component Analysis for Internet Traffic Anomalies Detection. - Manas Khatua; Seyed Hamid Safavi; Ngai-Man Cheung (IEEE Trans. Signal Inf. Process. over Networks, 2018)

Improving GAN with Neighbors Embedding and Gradient Matching. - Ngoc-Trung Tran; Tuan-Anh Bui; Ngai-Man Cheung (AAAI, 2019)

SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences. - Huu M. Le; Thanh-Toan Do; Tuan Hoang; Ngai-Man Cheung (CVPR, 2019)

Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding. - Linxiao Yang; Ngai-Man Cheung; Jiaying Li 001; Jun Fang 001 (ICCV, 2019)

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 (ISCAS, 2019)

A Neural Attention Model for Real-Time Network Intrusion Detection. - Mengxuan Tan; Alfonso Iacovazzi; Ngai-Man Cheung; Yuval Elovici (LCN, 2019)

Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game. - Ngoc-Trung Tran; Viet-Hung Tran; Ngoc-Bao Nguyen; Linxiao Yang; Ngai-Man Cheung (NeurIPS, 2019)

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 001 (WACV, 2019)

MCP: A multi-component learning machine to predict protein secondary structure. - Leila Khalatbari; Mohammadreza Kangavari; Saeid Hosseini; Hongzhi Yin; Ngai-Man Cheung (Comput. Biol. Medicine, 2019)

Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning. - Mostafa Rezazad; Matthias R. Brust; Mohammad Akbari; Pascal Bouvry; Ngai-Man Cheung (CoRR, 2019)

An Improved Self-supervised GAN via Adversarial Training. - Ngoc-Trung Tran; Viet-Hung Tran; Ngoc-Bao Nguyen; Ngai-Man Cheung (CoRR, 2019)

TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. - Saeid Hosseini; Saeed Najafi Pour; Ngai-Man Cheung; Mohammad Reza Kangavari 001; Xiaofang Zhou 001; Yuval Elovici (CoRR, 2019)

Optimized Routing and Spectrum Assignment for Video Communication over an Elastic Optical Network. - Hamed Alizadeh Ghazijahani; Hadi Seyedarabi; Javad Musevi Niya; Ngai-Man Cheung (CoRR, 2019)

Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. - Thanh-Toan Do; Khoa Le; Tuan Hoang; Huu Le; Tam V. Nguyen 002; Ngai-Man Cheung (IEEE Trans. Image Process., 2019)

On-Device Scalable Image-Based Localization via Prioritized Cascade Search and Fast One-Many RANSAC. - Ngoc-Trung Tran; Dang-Khoa Le Tan; Anh-Dzung Doan; Thanh-Toan Do; Tuan-Anh Bui; Mengxuan Tan; Ngai-Man Cheung (IEEE Trans. Image Process., 2019)

From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. - Thanh-Toan Do; Tuan Hoang; Dang-Khoa Le Tan; Huu Le; Tam V. Nguyen 002; Ngai-Man Cheung (ACM Trans. Multim. Comput. Commun. Appl., 2019)

Leveraging multi-aspect time-related influence in location recommendation. - Saeid Hosseini; Hongzhi Yin; Xiaofang Zhou 001; Shazia Sadiq; Mohammad Reza Kangavari 001; Ngai-Man Cheung (World Wide Web, 2019)

Attention-Based Context Aware Reasoning for Situation Recognition. - Thilini Cooray; Ngai-Man Cheung; Wei Lu 011 (CVPR, 2020)

Attentive Weights Generation for Few Shot Learning via Information Maximization. - Yiluan Guo; Ngai-Man Cheung (CVPR, 2020)

Explanation-Guided Training for Cross-Domain Few-Shot Classification. - Jiamei Sun; Sebastian Lapuschkin; Wojciech Samek; Yunqing Zhao; Ngai-Man Cheung; Alexander Binder (ICPR, 2020)

Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. - Tuan Hoang; Thanh-Toan Do; Tam V. Nguyen 002; Ngai-Man Cheung (IJCAI, 2020)

Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval. - Tuan Hoang; Thanh-Toan Do; Ngai-Man Cheung; Michael Riegler 001; Jan Zahálka (ACM Multimedia, 2020)

Towards Good Practices for Data Augmentation in GAN Training. - Ngoc-Trung Tran; Viet-Hung Tran; Ngoc-Bao Nguyen; Trung-Kien Nguyen; Ngai-Man Cheung (CoRR, 2020)

Simultaneous compression and quantization: A joint approach for efficient unsupervised hashing. - Tuan Hoang; Thanh-Toan Do; Huu Le; Dang-Khoa Le Tan; Ngai-Man Cheung (Comput. Vis. Image Underst., 2020)

TEAGS: time-aware text embedding approach to generate subgraphs. - Saeid Hosseini; Saeed Najafi Pour; Ngai-Man Cheung; Hongzhi Yin; Mohammad Reza Kangavari 001; Xiaofang Zhou 001 (Data Min. Knowl. Discov., 2020)

Unsupervised Deep Cross-modality Spectral Hashing. - Tuan Hoang; Thanh-Toan Do; Tam V. Nguyen 002; Ngai-Man Cheung (IEEE Trans. Image Process., 2020)

Compact Hash Code Learning With Binary Deep Neural Network. - Thanh-Toan Do; Tuan Hoang; Dang-Khoa Le Tan; Anh-Dzung Doan; Ngai-Man Cheung (IEEE Trans. Multim., 2020)

A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection. - Keshigeyan Chandrasegaran; Ngoc-Trung Tran; Ngai-Man Cheung (CVPR, 2021)

Time Delay Attack Detection Using Recurrent Variational Autoencoder and K-means Clustering. - Shahram Ghahremani; David K. Y. Yau; Justin Albrethsen; Rajvir Sidhu; Ngai-Man Cheung (ISGT Asia, 2021)

Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. - Milad Abdollahzadeh; Touba Malekzadeh; Ngai-Man Cheung (NeurIPS, 2021)

Defense against Power System Time Delay Attacks via Attention-based Multivariate Deep Learning. - Shahram Ghahremani; Rajvir Sidhu; David K. Y. Yau; Ngai-Man Cheung; Justin Albrethsen (SmartGridComm, 2021)

InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. - Kwot Sin Lee; Ngoc-Trung Tran; Ngai-Man Cheung (WACV, 2021)

Measuring Fairness in Generative Models. - Christopher T. H. Teo; Ngai-Man Cheung (CoRR, 2021)

Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. - Yi Xiang Marcus Tan; Penny Chong; Jiamei Sun; Ngai-Man Cheung; Yuval Elovici; Alexander Binder (CoRR, 2021)

Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. - Tuan Hoang; Thanh-Toan Do; Tam V. Nguyen 002; Ngai-Man Cheung (CoRR, 2021)

Joint estimation of low-rank components and connectivity graph in high-dimensional graph signals: Application to brain imaging. - Rui Liu 034; Ngai-Man Cheung (Signal Process., 2021)

On Data Augmentation for GAN Training. - Ngoc-Trung Tran; Viet-Hung Tran; Ngoc-Bao Nguyen; Trung-Kien Nguyen; Ngai-Man Cheung (IEEE Trans. Image Process., 2021)

Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. - Thilini Cooray; Ngai-Man Cheung (AAAI, 2022)

A Closer Look at Few-shot Image Generation. - Yunqing Zhao; Henghui Ding; Houjing Huang; Ngai-Man Cheung (CVPR, 2022)

Discovering Transferable Forensic Features for CNN-Generated Images Detection. - Keshigeyan Chandrasegaran; Ngoc-Trung Tran; Alexander Binder; Ngai-Man Cheung (ECCV (15), 2022)

Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? - Keshigeyan Chandrasegaran; Ngoc-Trung Tran; Yunqing Zhao; Ngai-Man Cheung (ICML, 2022)

Few-shot Image Generation via Adaptation-Aware Kernel Modulation. - Yunqing Zhao; Keshigeyan Chandrasegaran; Milad Abdollahzadeh; Ngai-Man Cheung (NeurIPS, 2022)

Accelerating Federated Learning on Non-IID Data Against Stragglers. - Yupeng Zhang; Lingjie Duan; Ngai-Man Cheung (SECON Workshops, 2022)

Neural Correlates of Face Familiarity Perception. - Evan C. Ehrenberg; Kleovoulos Leo Tsourides; Hossein Nejati; Ngai-Man Cheung; Pawan Sinha (CoRR, 2022)

Shell Theory: A Statistical Model of Reality. - Wen-Yan Lin; Siying Liu; Changhao Ren; Ngai-Man Cheung; Hongdong Li; Yasuyuki Matsushita (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Toward Scalable and Unified Example-Based Explanation and Outlier Detection. - Penny Chong; Ngai-Man Cheung; Yuval Elovici; Alexander Binder (IEEE Trans. Image Process., 2022)

Fair Generative Models via Transfer Learning. - Christopher T. H. Teo; Milad Abdollahzadeh; Ngai-Man Cheung (AAAI, 2023)

Re-Thinking Model Inversion Attacks Against Deep Neural Networks. - Ngoc-Bao Nguyen; Keshigeyan Chandrasegaran; Milad Abdollahzadeh; Ngai-Man Cheung (CVPR, 2023)

Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. - Yunqing Zhao; Chao Du; Milad Abdollahzadeh; Tianyu Pang; Min Lin; Shuicheng Yan; Ngai-Man Cheung (CVPR, 2023)

Label-Only Model Inversion Attacks via Knowledge Transfer. - Ngoc-Bao Nguyen; Keshigeyan Chandrasegaran; Milad Abdollahzadeh; Ngai-Man Cheung (NeurIPS, 2023)

On Measuring Fairness in Generative Models. - Christopher T. H. Teo; Milad Abdollahzadeh; Ngai-Man Cheung (NeurIPS, 2023)

On Evaluating Adversarial Robustness of Large Vision-Language Models. - Yunqing Zhao; Tianyu Pang; Chao Du; Xiao Yang; Chongxuan Li; Ngai-Man Cheung; Min Lin (NeurIPS, 2023)

A Recipe for Watermarking Diffusion Models. - Yunqing Zhao; Tianyu Pang; Chao Du; Xiao Yang; Ngai-Man Cheung; Min Lin (CoRR, 2023)

A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot. - Milad Abdollahzadeh; Touba Malekzadeh; Christopher T. H. Teo; Keshigeyan Chandrasegaran; Guimeng Liu; Ngai-Man Cheung (CoRR, 2023)

FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification. - Yunqing Zhao; Ngai-Man Cheung (IEEE Trans. Image Process., 2023)

Multimodal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. - Tuan Hoang; Thanh-Toan Do; Tam V. Nguyen 002; Ngai-Man Cheung (IEEE Trans. Neural Networks Learn. Syst., 2023)

Referring Expression Counting. - Siyang Dai; Jun Liu 036; Ngai-Man Cheung (CVPR, 2024)

Model Inversion Robustness: Can Transfer Learning Help? - Sy-Tuyen Ho; Koh Jun Hao; Keshigeyan Chandrasegaran; Ngoc-Bao Nguyen; Ngai-Man Cheung (CVPR, 2024)

On the Vulnerability of Skip Connections to Model Inversion Attacks. - Koh Jun Hao; Sy-Tuyen Ho; Ngoc-Bao Nguyen; Ngai-Man Cheung (ECCV (81), 2024)

Frequency Masking for Universal Deepfake Detection. - Chandler Timm C. Doloriel; Ngai-Man Cheung (ICASSP, 2024)

Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights. - Sy-Tuyen Ho; Tuan Van Vo; Somayeh Ebrahimkhani; Ngai-Man Cheung (NeurIPS, 2024)

FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation. - Christopher T. H. Teo; Milad Abdollahzadeh; Xinda Ma; Ngai-Man Cheung (NeurIPS, 2024)

Defending against Model Inversion Attacks via Random Erasing. - Viet-Hung Tran; Ngoc-Bao Nguyen; Son T. Mai; Hans Vandierendonck; Ngai-Man Cheung (CoRR, 2024)

Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection. - Tri Cao; Minh-Huy Trinh; Ailin Deng; Quoc-Nam Nguyen; Khoa Duong; Ngai-Man Cheung; Bryan Hooi (CoRR, 2024)

Urban Air Temperature Prediction using Conditional Diffusion Models. - Siyang Dai; Jun Liu 036; Ngai-Man Cheung (CoRR, 2024)

Multimodal Preference Data Synthetic Alignment with Reward Model. - Robert Wijaya; Ngoc-Bao Nguyen; Ngai-Man Cheung (CoRR, 2024)

Uncertainty-Aware Pedestrian Crossing Prediction via Reinforcement Learning. - Siyang Dai; Jun Liu 036; Ngai-Man Cheung (IEEE Trans. Circuits Syst. Video Technol., 2024)

Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? - Viet-Hung Tran; Ngoc-Bao Nguyen; Son T. Mai; Hans Vandierendonck; Ira Assent; Alex C. Kot; Ngai-Man Cheung (Trans. Mach. Learn. Res., 2025)

Text to Image Generation and Editing: A Survey. - Pengfei Yang; Ngai-Man Cheung; Xinda Ma (CoRR, 2025)

Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment. - Sy-Tuyen Ho; Koh Jun Hao; Ngoc-Bao Nguyen; Alexander Binder; Ngai-Man Cheung (CoRR, 2025)

AIR: Zero-shot Generative Model Adaptation with Iterative Refinement. - Guimeng Liu; Milad Abdollahzadeh; Ngai-Man Cheung (CoRR, 2025)

Token Compression Meets Compact Vision Transformers: A Survey and Comparative Evaluation for Edge AI. - Phat Nguyen; Ngai-Man Cheung (CoRR, 2025)

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. - Zhaoxu Li; Chenqi Kong; Yi Yu 011; Qiangqiang Wu; Xinghao Jiang; Ngai-Man Cheung; Bihan Wen; Alex ChiChung Kot; Xudong Jiang 001 (CoRR, 2025)

Model Inversion Attacks on Vision-Language Models: Do They Leak What They Learn? - Ngoc-Bao Nguyen; Sy-Tuyen Ho; Koh Jun Hao; Ngai-Man Cheung (CoRR, 2025)