Ngai-Man Cheung

252 papers A* 37A 4B 32C 10Misc 12Journal 128Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images. CoRR Guimeng Liu, Tianze Yu, Somayeh Ebrahimkhani, Lin Zhi Zheng Shawn, Kok Pin Ng, Ngai-Man Cheung
2026	J	`jnl`	On the Adversarial Robustness of 3D Large Vision-Language Models. CoRR Chao Liu, Ngai-Man Cheung
2026	A*	`conf`	SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. AAAI Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex C. Kot, Xudong Jiang
2025	J	`jnl`	A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot. Trans. Mach. Learn. Res. Milad Abdollahzadeh, Guimeng Liu, Touba Malekzadeh, Christopher T. H. Teo, Keshigeyan Chandrasegaran, Ngai-Man Cheung
2025	J	`jnl`	AIR: Zero-shot Generative Model Adaptation with Iterative Refinement. CoRR Guimeng Liu, Milad Abdollahzadeh, Ngai-Man Cheung
2025	J	`jnl`	Model Inversion Attacks on Vision-Language Models: Do They Leak What They Learn? CoRR Ngoc-Bao Nguyen, Sy-Tuyen Ho, Koh Jun Hao, Ngai-Man Cheung
2025	J	`jnl`	Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? Trans. Mach. Learn. Res. Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ira Assent, Alex C. Kot, Ngai-Man Cheung
2025	J	`jnl`	Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment. CoRR Sy-Tuyen Ho, Koh Jun Hao, Ngoc-Bao Nguyen, Alexander Binder, Ngai-Man Cheung
2025	J	`jnl`	SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. CoRR Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex ChiChung Kot, Xudong Jiang
2025	J	`jnl`	Text to Image Generation and Editing: A Survey. CoRR Pengfei Yang, Ngai-Man Cheung, Xinda Ma
2025	J	`jnl`	Token Compression Meets Compact Vision Transformers: A Survey and Comparative Evaluation for Edge AI. CoRR Phat Nguyen, Ngai-Man Cheung
2025	—	`conf`	Token Compression Meets Compact Vision Transformers: a Survey and Comparative Evaluation for Edge AI. APSIPA Phat Nguyen, Ngai-Man Cheung
2025	J	`jnl`	Towards Sustainable Universal Deepfake Detection with Frequency-Domain Masking. CoRR Chandler Timm C. Doloriel, Habib Ullah, Kristian Hovde Liland, Fadi Al Machot, Ngai-Man Cheung
2025	J	`jnl`	Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights. CoRR Sy-Tuyen Ho, Tuan Van Vo, Somayeh Ebrahimkhani, Ngai-Man Cheung
2024	J	`jnl`	Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection. CoRR Tri Cao, Minh-Huy Trinh, Ailin Deng, Quoc-Nam Nguyen, Khoa Duong, Ngai-Man Cheung, Bryan Hooi
2024	J	`jnl`	Defending against Model Inversion Attacks via Random Erasing. CoRR Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-Man Cheung
2024	A*	`conf`	FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation. NeurIPS Christopher T. H. Teo, Milad Abdollahzadeh, Xinda Ma, Ngai-Man Cheung
2024	J	`jnl`	FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation. CoRR Christopher T. H. Teo, Milad Abdollahzadeh, Xinda Ma, Ngai-Man Cheung
2024	Misc	`conf`	Frequency Masking for Universal Deepfake Detection. ICASSP Chandler Timm C. Doloriel, Ngai-Man Cheung
2024	J	`jnl`	Frequency Masking for Universal Deepfake Detection. CoRR Chandler Timm C. Doloriel, Ngai-Man Cheung
2024	B	`conf`	Masked Signal Modeling for Plastic Waste Resin Classification. ICIP S. Ebrahimkhani, J. Zheng, A. C. Y. Ngo, Ngai-Man Cheung
2024	A*	`conf`	Model Inversion Robustness: Can Transfer Learning Help? CVPR Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-Man Cheung
2024	J	`jnl`	Model Inversion Robustness: Can Transfer Learning Help? CoRR Sy-Tuyen Ho, Koh Jun Hao, Keshigeyan Chandrasegaran, Ngoc-Bao Nguyen, Ngai-Man Cheung
2024	J	`jnl`	Multimodal Preference Data Synthetic Alignment with Reward Model. CoRR Robert Wijaya, Ngoc-Bao Nguyen, Ngai-Man Cheung
2024	—	`conf`	On the Vulnerability of Skip Connections to Model Inversion Attacks. ECCV (81) Koh Jun Hao, Sy-Tuyen Ho, Ngoc-Bao Nguyen, Ngai-Man Cheung
2024	J	`jnl`	On the Vulnerability of Skip Connections to Model Inversion Attacks. CoRR Koh Jun Hao, Sy-Tuyen Ho, Ngoc-Bao Nguyen, Ngai-Man Cheung
2024	A*	`conf`	Referring Expression Counting. CVPR Siyang Dai, Jun Liu, Ngai-Man Cheung
2024	J	`jnl`	Uncertainty-Aware Pedestrian Crossing Prediction via Reinforcement Learning. IEEE Trans. Circuits Syst. Video Technol. Siyang Dai, Jun Liu, Ngai-Man Cheung
2024	J	`jnl`	Urban Air Temperature Prediction using Conditional Diffusion Models. CoRR Siyang Dai, Jun Liu, Ngai-Man Cheung
2024	A*	`conf`	Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights. NeurIPS Sy-Tuyen Ho, Tuan Van Vo, Somayeh Ebrahimkhani, Ngai-Man Cheung
2023	J	`jnl`	A Recipe for Watermarking Diffusion Models. CoRR Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Ngai-Man Cheung, Min Lin
2023	J	`jnl`	A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot. CoRR Milad Abdollahzadeh, Touba Malekzadeh, Christopher T. H. Teo, Keshigeyan Chandrasegaran, Guimeng Liu, Ngai-Man Cheung
2023	A*	`conf`	Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. CVPR Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung
2023	J	`jnl`	Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. CoRR Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung
2023	J	`jnl`	FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification. IEEE Trans. Image Process. Yunqing Zhao, Ngai-Man Cheung
2023	A*	`conf`	Fair Generative Models via Transfer Learning. AAAI Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung
2023	A*	`conf`	Label-Only Model Inversion Attacks via Knowledge Transfer. NeurIPS Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2023	J	`jnl`	Label-Only Model Inversion Attacks via Knowledge Transfer. CoRR Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2023	J	`jnl`	Multimodal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. IEEE Trans. Neural Networks Learn. Syst. Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2023	A*	`conf`	On Evaluating Adversarial Robustness of Large Vision-Language Models. NeurIPS Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin
2023	J	`jnl`	On Evaluating Adversarial Robustness of Large Vision-Language Models. CoRR Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin
2023	A*	`conf`	On Measuring Fairness in Generative Models. NeurIPS Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung
2023	J	`jnl`	On Measuring Fairness in Generative Models. CoRR Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung
2023	A*	`conf`	Re-Thinking Model Inversion Attacks Against Deep Neural Networks. CVPR Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2023	J	`jnl`	Re-thinking Model Inversion Attacks Against Deep Neural Networks. CoRR Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2022	A*	`conf`	A Closer Look at Few-shot Image Generation. CVPR Yunqing Zhao, Henghui Ding, Houjing Huang, Ngai-Man Cheung
2022	J	`jnl`	A Closer Look at Few-shot Image Generation. CoRR Yunqing Zhao, Henghui Ding, Houjing Huang, Ngai-Man Cheung
2022	—	`conf`	Accelerating Federated Learning on Non-IID Data Against Stragglers. SECON Workshops Yupeng Zhang, Lingjie Duan, Ngai-Man Cheung
2022	—	`conf`	Discovering Transferable Forensic Features for CNN-Generated Images Detection. ECCV (15) Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung
2022	J	`jnl`	Discovering Transferable Forensic Features for CNN-generated Images Detection. CoRR Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Alexander Binder, Ngai-Man Cheung
2022	J	`jnl`	FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification. CoRR Yunqing Zhao, Ngai-Man Cheung
2022	J	`jnl`	Fair Generative Models via Transfer Learning. CoRR Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung
2022	A*	`conf`	Few-shot Image Generation via Adaptation-Aware Kernel Modulation. NeurIPS Yunqing Zhao, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2022	J	`jnl`	Few-shot Image Generation via Adaptation-Aware Kernel Modulation. CoRR Yunqing Zhao, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung
2022	A*	`conf`	Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. AAAI Thilini Cooray, Ngai-Man Cheung
2022	J	`jnl`	Neural Correlates of Face Familiarity Perception. CoRR Evan C. Ehrenberg, Kleovoulos Leo Tsourides, Hossein Nejati, Ngai-Man Cheung, Pawan Sinha
2022	A*	`conf`	Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? ICML Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung
2022	J	`jnl`	Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? CoRR Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man Cheung
2022	J	`jnl`	Shell Theory: A Statistical Model of Reality. IEEE Trans. Pattern Anal. Mach. Intell. Wen-Yan Lin, Siying Liu, Changhao Ren, Ngai-Man Cheung, Hongdong Li, Yasuyuki Matsushita
2022	J	`jnl`	Toward Scalable and Unified Example-Based Explanation and Outlier Detection. IEEE Trans. Image Process. Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2021	A*	`conf`	A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection. CVPR Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung
2021	J	`jnl`	A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection. CoRR Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Ngai-Man Cheung
2021	—	`conf`	Defense against Power System Time Delay Attacks via Attention-based Multivariate Deep Learning. SmartGridComm Shahram Ghahremani, Rajvir Sidhu, David K. Y. Yau, Ngai-Man Cheung, Justin Albrethsen
2021	J	`jnl`	Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. CoRR Thilini Cooray, Ngai-Man Cheung
2021	A	`conf`	InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. WACV Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung
2021	J	`jnl`	Joint estimation of low-rank components and connectivity graph in high-dimensional graph signals: Application to brain imaging. Signal Process. Rui Liu, Ngai-Man Cheung
2021	J	`jnl`	Measuring Fairness in Generative Models. CoRR Christopher T. H. Teo, Ngai-Man Cheung
2021	J	`jnl`	Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. CoRR Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2021	J	`jnl`	On Data Augmentation for GAN Training. IEEE Trans. Image Process. Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man Cheung
2021	A*	`conf`	Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. NeurIPS Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung
2021	J	`jnl`	Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. CoRR Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung
2021	—	`conf`	Time Delay Attack Detection Using Recurrent Variational Autoencoder and K-means Clustering. ISGT Asia Shahram Ghahremani, David K. Y. Yau, Justin Albrethsen, Rajvir Sidhu, Ngai-Man Cheung
2021	J	`jnl`	Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. CoRR Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2020	A*	`conf`	Attention-Based Context Aware Reasoning for Situation Recognition. CVPR Thilini Cooray, Ngai-Man Cheung, Wei Lu
2020	A*	`conf`	Attentive Weights Generation for Few Shot Learning via Information Maximization. CVPR Yiluan Guo, Ngai-Man Cheung
2020	J	`jnl`	Compact Hash Code Learning With Binary Deep Neural Network. IEEE Trans. Multim. Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Anh-Dzung Doan, Ngai-Man Cheung
2020	A*	`conf`	Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. IJCAI Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2020	J	`jnl`	Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. CoRR Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2020	B	`conf`	Explanation-Guided Training for Cross-Domain Few-Shot Classification. ICPR Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Yunqing Zhao, Ngai-Man Cheung, Alexander Binder
2020	J	`jnl`	Explanation-Guided Training for Cross-Domain Few-Shot Classification. CoRR Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Yunqing Zhao, Ngai-Man Cheung, Alexander Binder
2020	J	`jnl`	InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. CoRR Kwot Sin Lee, Ngoc-Trung Tran, Ngai-Man Cheung
2020	A*	`conf`	Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval. ACM Multimedia Tuan Hoang, Thanh-Toan Do, Ngai-Man Cheung, Michael Riegler, Jan Zahálka
2020	J	`jnl`	Simultaneous compression and quantization: A joint approach for efficient unsupervised hashing. Comput. Vis. Image Underst. Tuan Hoang, Thanh-Toan Do, Huu Le, Dang-Khoa Le Tan, Ngai-Man Cheung
2020	J	`jnl`	TEAGS: time-aware text embedding approach to generate subgraphs. Data Min. Knowl. Discov. Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Hongzhi Yin, Mohammad Reza Kangavari, Xiaofang Zhou
2020	J	`jnl`	Towards Good Practices for Data Augmentation in GAN Training. CoRR Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Trung-Kien Nguyen, Ngai-Man Cheung
2020	J	`jnl`	Unsupervised Deep Cross-modality Spectral Hashing. CoRR Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2020	J	`jnl`	Unsupervised Deep Cross-modality Spectral Hashing. IEEE Trans. Image Process. Tuan Hoang, Thanh-Toan Do, Tam V. Nguyen, Ngai-Man Cheung
2019	B	`conf`	A Neural Attention Model for Real-Time Network Intrusion Detection. LCN Mengxuan Tan, Alfonso Iacovazzi, Ngai-Man Cheung, Yuval Elovici
2019	J	`jnl`	An Improved Self-supervised GAN via Adversarial Training. CoRR Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Ngai-Man Cheung
2019	A	`conf`	Binary Constrained Deep Hashing Network for Image Retrieval Without Manual Annotation. WACV Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Trung Pham, Huu Le, Ngai-Man Cheung, Ian D. Reid
2019	A*	`conf`	Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding. ICCV Linxiao Yang, Ngai-Man Cheung, Jiaying Li, Jun Fang
2019	J	`jnl`	Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning. CoRR Mostafa Rezazad, Matthias R. Brust, Mohammad Akbari, Pascal Bouvry, Ngai-Man Cheung
2019	C	`conf`	Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition. ISCAS Heng Zhao, Kim-Hui Yap, Alex C. Kot, Lingyu Duan, Ngai-Man Cheung
2019	J	`jnl`	From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Huu Le, Tam V. Nguyen, Ngai-Man Cheung
2019	A*	`conf`	Improving GAN with Neighbors Embedding and Gradient Matching. AAAI Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung
2019	J	`jnl`	Leveraging multi-aspect time-related influence in location recommendation. World Wide Web Saeid Hosseini, Hongzhi Yin, Xiaofang Zhou, Shazia Sadiq, Mohammad Reza Kangavari, Ngai-Man Cheung
2019	J	`jnl`	MCP: A multi-component learning machine to predict protein secondary structure. Comput. Biol. Medicine Leila Khalatbari, Mohammadreza Kangavari, Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung
2019	J	`jnl`	On-Device Scalable Image-Based Localization via Prioritized Cascade Search and Fast One-Many RANSAC. IEEE Trans. Image Process. Ngoc-Trung Tran, Dang-Khoa Le Tan, Anh-Dzung Doan, Thanh-Toan Do, Tuan-Anh Bui, Mengxuan Tan, Ngai-Man Cheung
2019	J	`jnl`	Optimized Routing and Spectrum Assignment for Video Communication over an Elastic Optical Network. CoRR Hamed Alizadeh Ghazijahani, Hadi Seyedarabi, Javad Musevi Niya, Ngai-Man Cheung
2019	A*	`conf`	SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences. CVPR Huu M. Le, Thanh-Toan Do, Tuan Hoang, Ngai-Man Cheung
2019	J	`jnl`	SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences. CoRR Huu Le, Thanh-Toan Do, Tuan Hoang, Ngai-Man Cheung
2019	A*	`conf`	Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game. NeurIPS Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Linxiao Yang, Ngai-Man Cheung
2019	J	`jnl`	Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game. CoRR Ngoc-Trung Tran, Viet-Hung Tran, Ngoc-Bao Nguyen, Linxiao Yang, Ngai-Man Cheung
2019	J	`jnl`	Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. CoRR Thanh-Toan Do, Khoa Le, Tuan Hoang, Huu Le, Tam V. Nguyen, Ngai-Man Cheung
2019	J	`jnl`	Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. IEEE Trans. Image Process. Thanh-Toan Do, Khoa Le, Tuan Hoang, Huu Le, Tam V. Nguyen, Ngai-Man Cheung
2019	J	`jnl`	TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. CoRR Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Mohammad Reza Kangavari, Xiaofang Zhou, Yuval Elovici
2018	J	`jnl`	Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis. IEEE Trans. Multim. Thanh-Toan Do, Tuan Hoang, Victor Pomponiu, Yiren Zhou, Zhao Chen, Ngai-Man Cheung, Dawn Chin-Ing Koh, Aaron Tan, Suat-Hoon Tan
2018	A*	`conf`	Adaptive Quantization for Deep Neural Network. AAAI Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard
2018	J	`jnl`	Binary Constrained Deep Hashing Network for Image Retrieval without Human Intervention. CoRR Thanh-Toan Do, Dang-Khoa Le Tan, Trung Pham, Tuan Hoang, Ngai-Man Cheung
2018	J	`jnl`	Computation and Memory Efficient Image Segmentation. IEEE Trans. Circuits Syst. Video Technol. Yiren Zhou, Thanh-Toan Do, Haitian Zheng, Ngai-Man Cheung, Lu Fang
2018	A*	`conf`	DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. ICDM Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici
2018	J	`jnl`	DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. CoRR Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici
2018	A*	`conf`	Deep Adaptive Temporal Pooling for Activity Recognition. ACM Multimedia Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal
2018	J	`jnl`	Deep Adaptive Temporal Pooling for Activity Recognition. CoRR Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal
2018	—	`conf`	DeepVQ: A Deep Network Architecture for Vector Quantization. CVPR Workshops Dang-Khoa Le Tan, Huu Le, Tuan Hoang, Thanh-Toan Do, Ngai-Man Cheung
2018	J	`jnl`	Defense Against Adversarial Attacks with Saak Transform. CoRR Sibo Song, Yueru Chen, Ngai-Man Cheung, C.-C. Jay Kuo
2018	—	`conf`	Dist-GAN: An Improved GAN Using Distance Constraints. ECCV (14) Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung
2018	J	`jnl`	Early detection of Crossfire attacks using deep learning. CoRR Saurabh Misra, Mengxuan Tan, Mostafa Rezazad, Ngai-Man Cheung
2018	A*	`conf`	Efficient and Deep Person Re-Identification Using Multi-Level Similarity. CVPR Yiluan Guo, Ngai-Man Cheung
2018	J	`jnl`	Efficient and Deep Person Re-Identification using Multi-Level Similarity. CoRR Yiluan Guo, Ngai-Man Cheung
2018	J	`jnl`	Embedding Based on Function Approximation for Large Scale Image Search. IEEE Trans. Pattern Anal. Mach. Intell. Thanh-Toan Do, Ngai-Man Cheung
2018	—	`conf`	Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. DASFAA (1) Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung, Kan Pak Leng, Yuval Elovici, Xiaofang Zhou
2018	Misc	`conf`	Fine-Grained Wound Tissue Analysis Using Deep Neural Network. ICASSP Hossein Nejati, Hamed Alizadeh Ghazijahani, Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung, Kheng Hock Lee, Lian Leng Low
2018	J	`jnl`	Fine-grained wound tissue analysis using deep neural network. CoRR Hossein Nejati, Hamed Alizadeh Ghazijahani, Milad Abdollahzadeh, Tooba Malekzadeh, Ngai-Man Cheung, Kheng Hock Lee, Lian Leng Low
2018	J	`jnl`	From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. CoRR Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Ngai-Man Cheung
2018	J	`jnl`	Generative Adversarial Autoencoder Networks. CoRR Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung
2018	J	`jnl`	Improving GAN with neighbors embedding and gradient matching. CoRR Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung
2018	J	`jnl`	MCP: a multi-component learning machine for prediction of protein secondary structure. CoRR Leila Khalatbari, Mohammadreza Kangavari, Saeid Hosseini, Hongzhi Yin, Ngai-Man Cheung
2018	J	`jnl`	On-device Scalable Image-based Localization. CoRR Ngoc-Trung Tran, Dang-Khoa Le Tan, Anh-Dzung Doan, Thanh-Toan Do, Tuan-Anh Bui, Ngai-Man Cheung
2018	J	`jnl`	Optimal HEVC Configuration for Wireless Video Communication Under Energy Constraints. IEEE Access Milad Abdollahzadeh, Hadi Seyedarabi, Javad Musevi Niya, Ngai-Man Cheung
2018	J	`jnl`	Simultaneous Compression and Quantization: A Joint Approach for Efficient Unsupervised Hashing. CoRR Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung
2018	J	`jnl`	Sparse Laplacian Component Analysis for Internet Traffic Anomalies Detection. IEEE Trans. Signal Inf. Process. over Networks Manas Khatua, Seyed Hamid Safavi, Ngai-Man Cheung
2018	Misc	`conf`	Statistical Discretization of Continuous Attributes Using Kolmogorov-Smirnov Test. ADC Hadi Mohammadzadeh Abachi, Saeid Hosseini, Mojtaba Amiri Maskouni, Mohammadreza Kangavari, Ngai-Man Cheung
2018	B	`conf`	Supervised Hashing with End-to-End Binary Deep Neural Network. ICIP Dang-Khoa Le Tan, Thanh-Toan Do, Ngai-Man Cheung
2017	—	`conf`	A generic framework for monitoring local freight traffic movements using computer vision-based techniques. MT-ITS Xin Sun, Jiatao Ding, Giacomo Dalla Chiara, Lynette Cheah, Ngai-Man Cheung
2017	J	`jnl`	Accessible Melanoma Detection using Smartphones and Mobile Image Analysis. CoRR Thanh-Toan Do, Victor Pomponiu, Yiren Zhou, Tuan Hoang, Zhao Chen, Ngai-Man Cheung, Dawn Chin-Ing Koh, Aaron Tan, Suat-Hoon Tan
2017	J	`jnl`	Adaptive Quantization for Deep Neural Network. CoRR Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard
2017	J	`jnl`	Aircraft Fuselage Defect Detection using Deep Neural Networks. CoRR Touba Malekzadeh, Milad Abdollahzadeh, Hossein Nejati, Ngai-Man Cheung
2017	—	`conf`	Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data. ICNC-FSKD Teoh Teik Toe, Y. Y. Nguwi, Yuval Elovici, Ngai-Man Cheung, W. L. Ng
2017	J	`jnl`	Compact Hash Code Learning with Binary Deep Neural Network. CoRR Thanh-Toan Do, Dang-Khoa Le Tan, Tuan Hoang, Ngai-Man Cheung
2017	B	`conf`	Deep neural networks on graph signals for brain imaging analysis. ICIP Yiluan Guo, Hossein Nejati, Ngai-Man Cheung
2017	J	`jnl`	Deep neural networks on graph signals for brain imaging analysis. CoRR Yiluan Guo, Hossein Nejati, Ngai-Man Cheung
2017	B	`conf`	Detection of Internet Traffic Anomalies Using Sparse Laplacian Component Analysis. GLOBECOM Manas Khatua, Seyed Hamid Safavi, Ngai-Man Cheung
2017	J	`jnl`	Enhance Feature Discrimination for Unsupervised Hashing. CoRR Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung
2017	B	`conf`	Enhancing feature discrimination for unsupervised hashing. ICIP Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung
2017	Misc	`conf`	Experience of designing and deploying a tablet game for people with dementia. OZCHI Bree J. Westphal, Hyowon Lee, Ngai-Man Cheung, Chor Guan Teo, Wei Kiat Leong
2017	A*	`conf`	Non-rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets. ICCV Xin Sun, Ngai-Man Cheung, Hongxun Yao, Yiluan Guo
2017	J	`jnl`	On Classification of Distorted Images with Deep Convolutional Neural Networks. CoRR Yiren Zhou, Sibo Song, Ngai-Man Cheung
2017	Misc	`conf`	On classification of distorted images with deep convolutional neural networks. ICASSP Yiren Zhou, Sibo Song, Ngai-Man Cheung
2017	A*	`conf`	Selective Deep Convolutional Features for Image Retrieval. ACM Multimedia Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung
2017	J	`jnl`	Selective Deep Convolutional Features for Image Retrieval. CoRR Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung
2017	A*	`conf`	Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search. CVPR Thanh-Toan Do, Dang-Khoa Le Tan, Trung T. Pham, Ngai-Man Cheung
2017	J	`jnl`	Simultaneous Feature Aggregating and Hashing for Large-scale Image Search. CoRR Thanh-Toan Do, Dang-Khoa Le Tan, Trung T. Pham, Ngai-Man Cheung
2017	Misc	`conf`	Simultaneous low-rank component and graph estimation for high-dimensional graph signals: Application to brain imaging. ICASSP Rui Liu, Hossein Nejati, Seyed Hamid Safavi, Ngai-Man Cheung
2017	J	`jnl`	Streaming Mobile Cloud Gaming Video Over TCP With Adaptive Source-FEC Coding. IEEE Trans. Circuits Syst. Video Technol. Jiyan Wu, Chau Yuen, Ngai-Man Cheung, Junliang Chen, Chang Wen Chen
2017	J	`jnl`	Supervised Hashing with End-to-End Binary Deep Neural Network. CoRR Dang-Khoa Le Tan, Thanh-Toan Do, Ngai-Man Cheung
2017	J	`jnl`	Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR Zhe Wang, 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, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar
2016	—	`conf`	Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. ECCV (2) Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung
2016	J	`jnl`	Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. CoRR Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung
2016	B	`conf`	Deepmole: Deep neural networks for skin mole lesion classification. ICIP Victor Pomponiu, Hossein Nejati, Ngai-Man Cheung
2016	J	`jnl`	Delay-Constrained High Definition Video Transmission in Heterogeneous Wireless Networks with Multi-Homed Terminals. IEEE Trans. Mob. Comput. Jiyan Wu, Chau Yuen, Ngai-Man Cheung, Junliang Chen
2016	—	`conf`	Designing coding structures with merge frames for interactive multiview video streaming. ICME Workshops Benedicte Motz, Gene Cheung, Ngai-Man Cheung
2016	B	`conf`	Dimensionality reduction of brain imaging data using graph signal processing. ICIP Rui Liu, Hossein Nejati, Ngai-Man Cheung
2016	B	`conf`	Efficient Environmental Temperature Monitoring Using Compressed Sensing. DCC Ali Hashemi, Mohammad Rostami, Ngai-Man Cheung
2016	J	`jnl`	Egocentric Activity Recognition with Multimodal Fisher Vector. CoRR Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal, Jie Lin
2016	Misc	`conf`	Egocentric activity recognition with multimodal fisher vector. ICASSP Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal, Jie Lin
2016	J	`jnl`	Embedding based on function approximation for large scale image search. CoRR Thanh-Toan Do, Ngai-Man Cheung
2016	J	`jnl`	Estimation of Virtual View Synthesis Distortion Toward Virtual View Position. IEEE Trans. Image Process. Lu Fang, Yijian Xiang, Ngai-Man Cheung, Feng Wu
2016	—	`conf`	Image-based vehicle analysis using deep neural network: A systematic study. DSP Yiren Zhou, Hossein Nejati, Thanh-Toan Do, Ngai-Man Cheung, Lynette Cheah
2016	J	`jnl`	Layered Coding for Mobile Cloud Gaming Using Scalable Blinn-Phong Lighting. IEEE Trans. Image Process. Seong-Ping Chuah, Ngai-Man Cheung, Chau Yuen
2016	—	`conf`	Learning to Hash with Binary Deep Neural Network. ECCV (5) Thanh-Toan Do, Anh-Dzung Doan, Ngai-Man Cheung
2016	J	`jnl`	Learning to Hash with Binary Deep Neural Network. CoRR Thanh-Toan Do, Anh-Zung Doan, Ngai-Man Cheung
2016	—	`conf`	Low Bit-rate Mobile Cloud Gaming. MobiGames@MobiSys Seong-Ping Chuah, Ngai-Man Cheung, Chau Yuen
2016	J	`jnl`	Merge Frame Design for Video Stream Switching Using Piecewise Constant Functions. IEEE Trans. Image Process. Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au
2016	J	`jnl`	Modeling and Optimization of High Frame Rate Video Transmission Over Wireless Networks. IEEE Trans. Wirel. Commun. Jiyan Wu, Chau Yuen, Ngai-Man Cheung, Junliang Chen, Chang Wen Chen
2016	—	`conf`	Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition. CVPR Workshops Sibo Song, Vijay Chandrasekhar, Bappaditya Mandal, Liyuan Li, Joo-Hwee Lim, Giduthuri Sateesh Babu, Phyo Phyo San, Ngai-Man Cheung
2016	J	`jnl`	Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging. CoRR Liu Rui, Hossein Nejati, Ngai-Man Cheung
2016	J	`jnl`	Smartphone and Mobile Image Processing for Assisted Living: Health-monitoring apps powered by advanced mobile imaging algorithms. IEEE Signal Process. Mag. Hossein Nejati, Victor Pomponiu, Thanh-Toan Do, Yiren Zhou, Sahar Iravani, Ngai-Man Cheung
2016	J	`jnl`	Trading Delay for Distortion in One-Way Video Communication Over the Internet. IEEE Trans. Circuits Syst. Video Technol. Jiyan Wu, Bo Cheng, Chau Yuen, Ngai-Man Cheung, Junliang Chen
2016	J	`jnl`	Vehicle Classification using Transferable Deep Neural Network Features. CoRR Yiren Zhou, Ngai-Man Cheung
2016	—	`conf`	When Intuitive Multi-touch Tablet Is Not Enough: Mobile Gaming for Extreme Usability. MobiGames@MobiSys Hyowon Lee, Bree J. Westphal, Wei Kiat Leong, Ngai-Man Cheung, Chor Guan Teo
2015	B	`conf`	Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding. DCC Yijian Xiang, Lu Fang, Ren Li, Ngai-Man Cheung
2015	—	`conf`	Design Self-Diagnosis Applications for Non-Patients. CHI Extended Abstracts Jason Chen Zhao, Ngai-Man Cheung, Ricardo Sosa, Dawn Chin-Ing Koh
2015	J	`jnl`	Discrete Hashing with Deep Neural Network. CoRR Thanh-Toan Do, Anh-Zung Doan, Ngai-Man Cheung
2015	J	`jnl`	Enabling Adaptive High-Frame-Rate Video Streaming in Mobile Cloud Gaming Applications. IEEE Trans. Circuits Syst. Video Technol. Jiyan Wu, Chau Yuen, Ngai-Man Cheung, Junliang Chen, Chang Wen Chen
2015	A*	`conf`	FAemb: A function approximation-based embedding method for image retrieval. CVPR Thanh-Toan Do, Quang D. Tran, Ngai-Man Cheung
2015	B	`conf`	Information-theoretic analysis of Blinn-Phong lighting with applicationto mobile cloud gaming. ICIP Seong-Ping Chuah, Ngai-Man Cheung, Chau Yuen
2015	J	`jnl`	Merge Frame Design for Video Stream Switching using Piecewise Constant Functions. CoRR Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au
2015	B	`conf`	On the Efficiency of View Synthesis Prediction for 3D Video Coding. DCC Yichen Zhang, Ngai-Man Cheung, Lu Yu
2015	C	`conf`	Open Designettes, Flowcharts, and Pseudocodes in Python Programming with the Aid of Finch. ICCE Cheah Huei Yoong, Hyowon Lee, Ngai-Man Cheung
2015	Misc	`conf`	The efficiency of view synthesis prediction for 3D video coding: A spectral domain analysis. ICASSP Yichen Zhang, Ngai-Man Cheung, Lu Yu
2015	—	`conf`	Towards perception awareness: Perceptual event detection for Brain computer interfaces. EMBC Hossein Nejati, Kleovoulos Tsourides, Victor Pomponiu, Evan C. Ehrenberg, Ngai-Man Cheung, Pawan Sinha
2014	—	`conf`	Activity Recognition in Egocentric Life-Logging Videos. ACCV Workshops (3) Sibo Song, Vijay Chandrasekhar, Ngai-Man Cheung, Sanath Narayan, Liyuan Li, Joo-Hwee Lim
2014	J	`jnl`	An Analytical Model for Synthesis Distortion Estimation in 3D Video. IEEE Trans. Image Process. Lu Fang, Ngai-Man Cheung, Dong Tian, Anthony Vetro, Huifang Sun, Oscar C. Au
2014	B	`conf`	Analytical model for camera distance related 3D virtual view distortion estimation. ICIP Yijian Xiang, Ngai-Man Cheung, Juyong Zhang, Lu Fang
2014	B	`conf`	Bandwidth efficient mobile cloud gaming with layered coding and scalable phong lighting. ICIP Seong-Ping Chuah, Ngai-Man Cheung
2014	J	`jnl`	Cloud gaming: a green solution to massive multiplayer online games. IEEE Wirel. Commun. Seong-Ping Chuah, Chau Yuen, Ngai-Man Cheung
2014	A	`conf`	DeepCAPTCHA: an image CAPTCHA based on depth perception. MMSys Hossein Nejati, Ngai-Man Cheung, Ricardo Sosa, Dawn Chin-Ing Koh
2014	—	`conf`	Early melanoma diagnosis with mobile imaging. EMBC Thanh-Toan Do, Yiren Zhou, Haitian Zheng, Ngai-Man Cheung, Dawn Chin-Ing Koh
2014	—	`conf`	Layered Coding for Mobile Cloud Gaming. MMVE@MMSys Seong-Ping Chuah, Ngai-Man Cheung
2013	—	`ch.`	Coding for Interactive Navigation in High-Dimensional Media Data. Emerging Technologies for 3D Video Ngai-Man Cheung, Gene Cheung
2013	Misc	`conf`	Compressed sensing of diffusion fields under heat equation constraint. ICASSP Mohammad Rostami, Ngai-Man Cheung, Tony Q. S. Quek
2013	C	`conf`	From Boxes to bees: Active learning in freshmen calculus. EDUCON Flora S. Tsai, Karthik Natarajan, Selin Damla Ahipasaoglu, Chau Yuen, Hyowon Lee, Ngai-Man Cheung, Justin Ruths, Shisheng Huang, Thomas L. Magnanti
2013	B	`conf`	Low Bit-Rate Subpixel-Based Color Image Compression. DCC Lu Fang, Ngai-Man Cheung, Oscar C. Au, Houqiang Li, Ketan Tang
2013	J	`jnl`	Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. IEEE Trans. Image Process. Lu Fang, Oscar C. Au, Ngai-Man Cheung, Aggelos K. Katsaggelos, Houqiang Li, Feng Zou
2013	B	`conf`	Novel distortion metric for depth coding of 3D video. ICIP Rui Ma, Ngai-Man Cheung, Oscar C. Au, Dong Tian
2013	B	`conf`	Rate-distortion optimized merge frame using piecewise constant functions. ICIP Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au
2013	J	`jnl`	Subpixel Rendering: From Font Rendering to Image Subsampling [Applications Corner]. IEEE Signal Process. Mag. Lu Fang, Oscar C. Au, Ngai-Man Cheung
2013	B	`conf`	Synthesis distortion estimation in 3D video using frequency and spatial analysis. ICIP Lu Fang, Ngai-Man Cheung, Dong Tian, Anthony Vetro, Huifang Sun, Lu Yu
2013	J	`jnl`	TOP-SPIN: TOPic discovery via Sparse Principal component INterference. CoRR Martin Takác, Selin Damla Ahipasaoglu, Ngai-Man Cheung, Peter Richtárik
2012	B	`conf`	Analytical study of RGB vertical stripe and RGBX square-shaped subpixel arrangements. ICIP Lu Fang, Oscar C. Au, Jingjing Dai, Hanli Wang, Ngai-Man Cheung
2012	B	`conf`	On modeling the rendering error in 3D video. ICIP Ngai-Man Cheung, Dong Tian, Anthony Vetro, Huifang Sun
2011	A*	`conf`	ClassX Mobile: region-of-interest video streaming to mobile devices with multi-touch interaction. ACM Multimedia Derek Pang, Sherif A. Halawa, Ngai-Man Cheung, Bernd Girod
2011	A*	`conf`	ClassX: an open source interactive lecture StreamingSystem. ACM Multimedia Sherif A. Halawa, Derek Pang, Ngai-Man Cheung, Bernd Girod
2011	J	`jnl`	Interactive Streaming of Stored Multiview Video Using Redundant Frame Structures. IEEE Trans. Image Process. Gene Cheung, Antonio Ortega, Ngai-Man Cheung
2011	J	`jnl`	Mobile Visual Search. IEEE Signal Process. Mag. Bernd Girod, Vijay Chandrasekhar, David M. Chen, Ngai-Man Cheung, Radek Grzeszczuk, Yuriy A. Reznik, Gabriel Takacs, Sam S. Tsai, Ramakrishna Vedantham
2011	—	`conf`	Mobile interactive region-of-interest video streaming with crowd-driven prefetching. IMMPD@ACM Multimedia Derek Pang, Sherif A. Halawa, Ngai-Man Cheung, Bernd Girod
2011	B	`conf`	Quality-controlled view interpolation for multiview video. ICIP Mina Makar, Yao-Chung Lin, Ngai-Man Cheung, Derek Pang, Bernd Girod
2011	B	`conf`	Synchronization of presentation slides and lecture videos using bit rate sequences. ICIP Georg Schroth, Ngai-Man Cheung, Eckehard G. Steinbach, Bernd Girod
2011	A	`conf`	The stanford mobile visual search data set. MMSys 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	B	`conf`	Comparison of local feature descriptors for mobile visual search. ICIP Vijay Chandrasekhar, David M. Chen, Andy Lin, Gabriel Takacs, Sam S. Tsai, Ngai-Man Cheung, Yuriy A. Reznik, Radek Grzeszczuk, Bernd Girod
2010	B	`conf`	Dynamic selection of a feature-rich query frame for mobile video retrieval. ICIP David M. Chen, Ngai-Man Cheung, Sam S. Tsai, Vijay Chandrasekhar, Gabriel Takacs, Ramakrishna Vedantham, Radek Grzeszczuk, Bernd Girod
2010	A*	`conf`	Mobile product recognition. ACM Multimedia Sam S. Tsai, David M. Chen, Vijay Chandrasekhar, Gabriel Takacs, Ngai-Man Cheung, Ramakrishna Vedantham, Radek Grzeszczuk, Bernd Girod
2010	C	`conf`	On media data structures for interactive streaming in immersive applications. VCIP Gene Cheung, Antonio Ortega, Ngai-Man Cheung, Bernd Girod
2010	B	`conf`	Rate-distortion based reconstruction optimization in distributed source coding for interactive multiview video streaming. ICIP Ngai-Man Cheung, Antonio Ortega, Gene Cheung
2010	A*	`conf`	Restoration of out-of-focus lecture video by automatic slide matching. ACM Multimedia Ngai-Man Cheung, David M. Chen, Vijay Chandrasekhar, Sam S. Tsai, Gabriel Takacs, Sherif A. Halawa, Bernd Girod
2010	J	`jnl`	Successive refinement based Wyner-Ziv video compression. Signal Process. Image Commun. Xiaopeng Fan, Oscar C. Au, Ngai-Man Cheung, Yan Chen, Jiantao Zhou
2010	J	`jnl`	Transform-Domain Adaptive Correlation Estimation (TRACE) for Wyner-Ziv Video Coding. IEEE Trans. Circuits Syst. Video Technol. Xiaopeng Fan, Oscar C. Au, Ngai-Man Cheung
2010	J	`jnl`	Video Coding on Multicore Graphics Processors. IEEE Signal Process. Mag. Ngai-Man Cheung, Xiaopeng Fan, Oscar C. Au, Man Cheung Kung
2009	B	`conf`	Adaptive correlation estimation for general Wyner-Ziv video coding. ICIP Xiaopeng Fan, Oscar C. Au, Ngai-Man Cheung
2009	C	`conf`	Distributed source coding techniques for interactive multiview video streaming. PCS Ngai-Man Cheung, Antonio Ortega, Gene Cheung
2009	J	`jnl`	Highly Parallel Rate-Distortion Optimized Intra-Mode Decision on Multicore Graphics Processors. IEEE Trans. Circuits Syst. Video Technol. Ngai-Man Cheung, Oscar C. Au, Man Cheung Kung, Peter H. W. Wong, Chun-Hung Liu
2009	C	`conf`	On Improving the Robustness of Compressed Video by Slepian-Wolf based Lossless Transcoding. ISCAS Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung
2009	B	`conf`	Optimized frame structure using distributed source coding for interactive multiview video streaming. ICIP Gene Cheung, Ngai-Man Cheung, Antonio Ortega
2009	B	`conf`	Parallel rate-distortion optimized intra mode decision on multi-core graphics processors using greedy-based encoding orders. ICIP Ngai-Man Cheung, Oscar C. Au, Man Cheung Kung, Xiaopeng Fan
2009	Misc	`conf`	Transcoding based robust streaming of compressed video. ICASSP Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung
2008	J	`jnl`	Sampling-Based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints. IEEE Trans. Image Process. Ngai-Man Cheung, Huisheng Wang, Antonio Ortega
2007	C	`conf`	Flexible Video Decoding: A Distributed Source Coding Approach. MMSP Ngai-Man Cheung, Antonio Ortega
2006	J	`jnl`	A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques. EURASIP J. Adv. Signal Process. Huisheng Wang, Ngai-Man Cheung, Antonio Ortega
2006	B	`conf`	A Model-Based Approach to Correlation Estimation Inwavelet-Based Distributed Source Coding with Application to Hyperspectral Imagery. ICIP Ngai-Man Cheung, Antonio Ortega
2006	J	`jnl`	Efficient wavelet-based predictive Slepian-Wolf coding for hyperspectral imagery. Signal Process. Ngai-Man Cheung, Caimu Tang, Antonio Ortega, Cauligi S. Raghavendra
2005	—	`conf`	Correlation estimation for distributed source coding under information exchange constraints. ICIP (2) Ngai-Man Cheung, Huisheng Wang, Antonio Ortega
2005	B	`conf`	Efficient Inter-Band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach. DCC Caimu Tang, Ngai-Man Cheung, Antonio Ortega, Cauligi S. Raghavendra
2002	—	`conf`	Configurable variable length code with genetic algorithms. ICIP (3) Ngai-Man Cheung, Yuji Itoh
2001	Misc	`conf`	Configurable variable length code for video coding. ICASSP Ngai-Man Cheung, Yuji Itoh
2000	B	`conf`	Universal Variable Length Code for DCT Coding. ICIP Yuji Itoh, Ngai-Man Cheung
1999	—	`conf`	Applications of the Processor Enhanced Memory Module for Music Signal Processing. ICMC Steven Trautmann, Ngai-Man Cheung, Christopher Poletto
1999	C	`conf`	Software MPEG-2 video decoder on a DSP Enhanced Memory Module. MMSP Ngai-Man Cheung, Tsugio Kawashima, Yoshihide Iwata, Steven Trautmann, Jeff Tsay, Basavaraj I. Pawate
1998	Misc	`conf`	Head-related transfer function modeling in 3-D sound systems with genetic algorithms. ICASSP Ngai-Man Cheung, Steven Trautmann, Andrew Horner
1997	C	`conf`	Genetic algorithm approach to head-related transfer functions modeling in 3-D sound system. MMSP Ngai-Man Cheung, Steven Trautmann
1997	C	`conf`	Wavetable music synthesis for multimedia and beyond. MMSP Steven Trautmann, Ngai-Man Cheung
1995	—	`conf`	Genetic Algorithm Optimization of Additive Synthesis Envelope Breakpoints and Group Synthesis Parameters. ICMC Andrew Horner, Ngai-Man Cheung, James W. Beauchamp