SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision.

Ngai-Man Cheung https://orcid.org/0000-0003-0135-3791 https://www.wikidata.org/entity/Q59751536 Zhaoxu Li Chenqi Kong Yi Yu 0011 Qiangqiang Wu Xinghao Jiang Ngai-Man Cheung Bihan Wen Alex C. Kot Xudong Jiang 0001 SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. 35617-35625 2026 AAAI https://doi.org/10.1609/aaai.v40i42.40873 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiKYWJCWKJ26

Chao Liu Ngai-Man Cheung On the Adversarial Robustness of 3D Large Vision-Language Models. 2026 January abs/2601.06464 CoRR https://doi.org/10.48550/arXiv.2601.06464 db/journals/corr/corr2601.html#abs-2601-06464 streams/journals/corr

Guimeng Liu Tianze Yu Somayeh Ebrahimkhani Lin Zhi Zheng Shawn Kok Pin Ng Ngai-Man Cheung How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images. 2026 March abs/2603.14323 CoRR https://doi.org/10.48550/arXiv.2603.14323 db/journals/corr/corr2603.html#abs-2603-14323 streams/journals/corr

Phat Nguyen Xue Geng Kaixin Xu Zhe Wang 0019 Xulei Yang Ngai-Man Cheung Joint Architecture-Token-Bitwidth Multi-Axis Optimization of Vision Transformers for Semiconductor IC Packaging. 2026 May abs/2605.01742 CoRR https://doi.org/10.48550/arXiv.2605.01742 db/journals/corr/corr2605.html#abs-2605-01742 streams/journals/corr

Jingze Ge Xue Geng Yun Liu 0011 Wanqi Dong Wang Zhe Mark Min Wu 0008 Ngai-Man Cheung Bharadwaj Veeravalli Xulei Yang CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning. 2026 May abs/2605.08174 CoRR https://doi.org/10.48550/arXiv.2605.08174 db/journals/corr/corr2605.html#abs-2605-08174 streams/journals/corr

Quoc-Anh Bui-Huynh Thanh Duc Ngo Xue Geng Kaixin Xu Wang Zhe Xulei Yang Ngai-Man Cheung Characterizing Detectability in 3DGS Poisoning: A Stage-wise Benchmark. 2026 June abs/2606.03499 CoRR https://doi.org/10.48550/arXiv.2606.03499 db/journals/corr/corr2606.html#abs-2606-03499 streams/journals/corr

Milad Abdollahzadeh Guimeng Liu Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Ngai-Man Cheung A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=u7GTHazuRp db/journals/tmlr/tmlr2025.html#AbdollahzadehLMTCC25 streams/journals/tmlr

Viet-Hung Tran Ngoc-Bao Nguyen Son T. Mai Hans Vandierendonck Ira Assent Alex C. Kot Ngai-Man Cheung Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=S9CwKnPHaO db/journals/tmlr/tmlr2025.html#TranNMVAKC25 streams/journals/tmlr

Phat Nguyen Ngai-Man Cheung Token Compression Meets Compact Vision Transformers: a Survey and Comparative Evaluation for Edge AI. 2418-2423 2025 APSIPA https://doi.org/10.1109/APSIPAASC65261.2025.11249396 conf/apsipa/2025 db/conf/apsipa/apsipa2025.html#NguyenC25

Sy-Tuyen Ho Tuan Van Vo Somayeh Ebrahimkhani Ngai-Man Cheung Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights. 2025 January abs/2501.03782 CoRR https://doi.org/10.48550/arXiv.2501.03782 db/journals/corr/corr2501.html#abs-2501-03782 streams/journals/corr

Pengfei Yang Ngai-Man Cheung Xinda Ma Text to Image Generation and Editing: A Survey. 2025 May abs/2505.02527 CoRR https://doi.org/10.48550/arXiv.2505.02527 db/journals/corr/corr2505.html#abs-2505-02527 streams/journals/corr

Sy-Tuyen Ho Koh Jun Hao Ngoc-Bao Nguyen Alexander Binder Ngai-Man Cheung Revisiting Model Inversion Evaluation: From Misleading Standards to Reliable Privacy Assessment. 2025 May abs/2505.03519 CoRR https://doi.org/10.48550/arXiv.2505.03519 db/journals/corr/corr2505.html#abs-2505-03519 streams/journals/corr

Guimeng Liu Milad Abdollahzadeh Ngai-Man Cheung AIR: Zero-shot Generative Model Adaptation with Iterative Refinement. 2025 June abs/2506.10895 CoRR https://doi.org/10.48550/arXiv.2506.10895 db/journals/corr/corr2506.html#abs-2506-10895 streams/journals/corr

Phat Nguyen Ngai-Man Cheung Token Compression Meets Compact Vision Transformers: A Survey and Comparative Evaluation for Edge AI. 2025 July abs/2507.09702 CoRR https://doi.org/10.48550/arXiv.2507.09702 db/journals/corr/corr2507.html#abs-2507-09702 streams/journals/corr

Zhaoxu Li Chenqi Kong Yi Yu 0011 Qiangqiang Wu Xinghao Jiang Ngai-Man Cheung Bihan Wen Alex ChiChung Kot Xudong Jiang 0001 SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. 2025 August abs/2508.03177 CoRR https://doi.org/10.48550/arXiv.2508.03177 db/journals/corr/corr2508.html#abs-2508-03177 streams/journals/corr

Ngoc-Bao Nguyen Sy-Tuyen Ho Koh Jun Hao Ngai-Man Cheung Model Inversion Attacks on Vision-Language Models: Do They Leak What They Learn? 2025 August abs/2508.04097 CoRR https://doi.org/10.48550/arXiv.2508.04097 db/journals/corr/corr2508.html#abs-2508-04097 streams/journals/corr

Chandler Timm C. Doloriel Habib Ullah Kristian Hovde Liland Fadi Al Machot Ngai-Man Cheung Towards Sustainable Universal Deepfake Detection with Frequency-Domain Masking. 2025 December abs/2512.08042 CoRR https://doi.org/10.48550/arXiv.2512.08042 db/journals/corr/corr2512.html#abs-2512-08042 streams/journals/corr

Siyang Dai Jun Liu 0036 Ngai-Man Cheung Uncertainty-Aware Pedestrian Crossing Prediction via Reinforcement Learning. 9540-9549 2024 October 34 IEEE Trans. Circuits Syst. Video Technol. 10 https://doi.org/10.1109/TCSVT.2024.3400391 db/journals/tcsv/tcsv34.html#DaiLC24 streams/journals/tcsv

Sy-Tuyen Ho Koh Jun Hao Keshigeyan Chandrasegaran Ngoc-Bao Nguyen Ngai-Man Cheung Model Inversion Robustness: Can Transfer Learning Help? 12183-12193 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01158 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#HoHCNC24 Siyang Dai Jun Liu 0036 Ngai-Man Cheung Referring Expression Counting. 16985-16995 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01607 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#DaiLC24 Koh Jun Hao Sy-Tuyen Ho Ngoc-Bao Nguyen Ngai-Man Cheung On the Vulnerability of Skip Connections to Model Inversion Attacks. 140-157 2024 ECCV (81) https://doi.org/10.1007/978-3-031-73004-7_9 conf/eccv/2024-81 db/conf/eccv/eccv2024-81.html#HaoHNC24 streams/conf/eccv Chandler Timm C. Doloriel Ngai-Man Cheung Frequency Masking for Universal Deepfake Detection. 13466-13470 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10446290 conf/icassp/2024 db/conf/icassp/icassp2024.html#DolorielC24 S. Ebrahimkhani J. Zheng A. C. Y. Ngo Ngai-Man Cheung Masked Signal Modeling for Plastic Waste Resin Classification. 1200-1206 2024 ICIP https://doi.org/10.1109/ICIP51287.2024.10648261 conf/icip/2024 db/conf/icip/icip2024.html#EbrahimkhaniZNC24 Sy-Tuyen Ho Tuan Van Vo Somayeh Ebrahimkhani Ngai-Man Cheung Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9952369f49ecc064d169fe6612cbf204-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#HoVEC24 Christopher T. H. Teo Milad Abdollahzadeh Xinda Ma Ngai-Man Cheung FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/28997f1826c70bbe4024b62aa28e838f-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#TeoAMC24

Chandler Timm C. Doloriel Ngai-Man Cheung Frequency Masking for Universal Deepfake Detection. 2024 abs/2401.06506 CoRR https://doi.org/10.48550/arXiv.2401.06506 db/journals/corr/corr2401.html#abs-2401-06506

Sy-Tuyen Ho Koh Jun Hao Keshigeyan Chandrasegaran Ngoc-Bao Nguyen Ngai-Man Cheung Model Inversion Robustness: Can Transfer Learning Help? 2024 abs/2405.05588 CoRR https://doi.org/10.48550/arXiv.2405.05588 db/journals/corr/corr2405.html#abs-2405-05588

Viet-Hung Tran Ngoc-Bao Nguyen Son T. Mai Hans Vandierendonck Ngai-Man Cheung Defending against Model Inversion Attacks via Random Erasing. 2024 abs/2409.01062 CoRR https://doi.org/10.48550/arXiv.2409.01062 db/journals/corr/corr2409.html#abs-2409-01062 streams/journals/corr

Koh Jun Hao Sy-Tuyen Ho Ngoc-Bao Nguyen Ngai-Man Cheung On the Vulnerability of Skip Connections to Model Inversion Attacks. 2024 abs/2409.01696 CoRR https://doi.org/10.48550/arXiv.2409.01696 db/journals/corr/corr2409.html#abs-2409-01696 streams/journals/corr

Christopher T. H. Teo Milad Abdollahzadeh Xinda Ma Ngai-Man Cheung FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation. 2024 abs/2410.18615 CoRR https://doi.org/10.48550/arXiv.2410.18615 db/journals/corr/corr2410.html#abs-2410-18615 streams/journals/corr

Tri Cao Minh-Huy Trinh Ailin Deng Quoc-Nam Nguyen Khoa Duong Ngai-Man Cheung Bryan Hooi Are Anomaly Scores Telling the Whole Story? A Benchmark for Multilevel Anomaly Detection. 2024 abs/2411.14515 CoRR https://doi.org/10.48550/arXiv.2411.14515 db/journals/corr/corr2411.html#abs-2411-14515 streams/journals/corr

Siyang Dai Jun Liu 0036 Ngai-Man Cheung Urban Air Temperature Prediction using Conditional Diffusion Models. 2024 abs/2412.13504 CoRR https://doi.org/10.48550/arXiv.2412.13504 db/journals/corr/corr2412.html#abs-2412-13504 streams/journals/corr

Robert Wijaya Ngoc-Bao Nguyen Ngai-Man Cheung Multimodal Preference Data Synthetic Alignment with Reward Model. 2024 abs/2412.17417 CoRR https://doi.org/10.48550/arXiv.2412.17417 db/journals/corr/corr2412.html#abs-2412-17417 streams/journals/corr

Yunqing Zhao Ngai-Man Cheung FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification. 2252-2266 2023 32 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2023.3266172 db/journals/tip/tip32.html#ZhaoC23

Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Multimodal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. 6289-6302 2023 September 34 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2021.3135420 db/journals/tnn/tnn34.html#HoangDNC23

Christopher T. H. Teo Milad Abdollahzadeh Ngai-Man Cheung Fair Generative Models via Transfer Learning. 2429-2437 2023 AAAI https://doi.org/10.1609/aaai.v37i2.25339 conf/aaai/2023 db/conf/aaai/aaai2023.html#TeoAC23 Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min Lin Shuicheng Yan Ngai-Man Cheung Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. 7380-7391 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00713 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#ZhaoDAPLYC23 Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Re-Thinking Model Inversion Attacks Against Deep Neural Networks. 16384-16393 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01572 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#NguyenCAC23 Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Label-Only Model Inversion Attacks via Knowledge Transfer. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/d9827e811c5a205c1313fb950c072c7d-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#NguyenCAC23 Christopher T. H. Teo Milad Abdollahzadeh Ngai-Man Cheung On Measuring Fairness in Generative Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/220165f9c7f51163b73c8c7fff578b4e-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#TeoAC23 Yunqing Zhao Tianyu Pang Chao Du Xiao Yang 0028 Chongxuan Li Ngai-Man Cheung Min Lin On Evaluating Adversarial Robustness of Large Vision-Language Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/a97b58c4f7551053b0512f92244b0810-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#ZhaoPDYLCL23

Yunqing Zhao Tianyu Pang Chao Du Xiao Yang 0028 Ngai-Man Cheung Min Lin A Recipe for Watermarking Diffusion Models. 2023 abs/2303.10137 CoRR https://doi.org/10.48550/arXiv.2303.10137 db/journals/corr/corr2303.html#abs-2303-10137

Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Re-thinking Model Inversion Attacks Against Deep Neural Networks. 2023 abs/2304.01669 CoRR https://doi.org/10.48550/arXiv.2304.01669 db/journals/corr/corr2304.html#abs-2304-01669

Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min Lin Shuicheng Yan Ngai-Man Cheung Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. 2023 abs/2304.07574 CoRR https://doi.org/10.48550/arXiv.2304.07574 db/journals/corr/corr2304.html#abs-2304-07574

Yunqing Zhao Tianyu Pang Chao Du Xiao Yang 0028 Chongxuan Li Ngai-Man Cheung Min Lin On Evaluating Adversarial Robustness of Large Vision-Language Models. 2023 abs/2305.16934 CoRR https://doi.org/10.48550/arXiv.2305.16934 db/journals/corr/corr2305.html#abs-2305-16934

Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-Man Cheung A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot. 2023 abs/2307.14397 CoRR https://doi.org/10.48550/arXiv.2307.14397 db/journals/corr/corr2307.html#abs-2307-14397

Christopher T. H. Teo Milad Abdollahzadeh Ngai-Man Cheung On Measuring Fairness in Generative Models. 2023 abs/2310.19297 CoRR https://doi.org/10.48550/arXiv.2310.19297 db/journals/corr/corr2310.html#abs-2310-19297

Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Label-Only Model Inversion Attacks via Knowledge Transfer. 2023 abs/2310.19342 CoRR https://doi.org/10.48550/arXiv.2310.19342 db/journals/corr/corr2310.html#abs-2310-19342

Wen-Yan Lin Siying Liu Changhao Ren Ngai-Man Cheung Hongdong Li Yasuyuki Matsushita Shell Theory: A Statistical Model of Reality. 6438-6453 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2021.3084598 db/journals/pami/pami44.html#LinLRCLM22

Penny Chong Ngai-Man Cheung Yuval Elovici Alexander Binder Toward Scalable and Unified Example-Based Explanation and Outlier Detection. 525-540 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3127847 db/journals/tip/tip31.html#ChongCEB22

Thilini Cooray Ngai-Man Cheung Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. 6420-6428 2022 AAAI https://doi.org/10.1609/aaai.v36i6.20593 conf/aaai/2022 db/conf/aaai/aaai2022.html#CoorayC22 Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung A Closer Look at Few-shot Image Generation. 9130-9140 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.00893 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#ZhaoDHC22 Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-Man Cheung Discovering Transferable Forensic Features for CNN-Generated Images Detection. 671-689 2022 ECCV (15) https://doi.org/10.1007/978-3-031-19784-0_39 conf/eccv/2022-15 db/conf/eccv/eccv2022-15.html#ChandrasegaranT22 Keshigeyan Chandrasegaran Ngoc-Trung Tran Yunqing Zhao Ngai-Man Cheung Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? 2890-2916 2022 ICML https://proceedings.mlr.press/v162/chandrasegaran22a.html conf/icml/2022 db/conf/icml/icml2022.html#ChandrasegaranT22 Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Few-shot Image Generation via Adaptation-Aware Kernel Modulation. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/7b122d0a0dcb1a86ffa25ccba154652b-Abstract-Conference.html db/conf/nips/neurips2022.html#ZhaoCAC22 Yupeng Zhang Lingjie Duan Ngai-Man Cheung Accelerating Federated Learning on Non-IID Data Against Stragglers. 43-48 2022 SECON Workshops https://doi.org/10.1109/SECONWorkshops56311.2022.9926402 conf/secon/2022w db/conf/secon/secon2022w.html#ZhangDC22

Yunqing Zhao Henghui Ding Houjing Huang Ngai-Man Cheung A Closer Look at Few-shot Image Generation. 2022 abs/2205.03805 CoRR https://doi.org/10.48550/arXiv.2205.03805 db/journals/corr/corr2205.html#abs-2205-03805

Keshigeyan Chandrasegaran Ngoc-Trung Tran Yunqing Zhao Ngai-Man Cheung Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? 2022 abs/2206.14532 CoRR https://doi.org/10.48550/arXiv.2206.14532 db/journals/corr/corr2206.html#abs-2206-14532

Evan C. Ehrenberg Kleovoulos Leo Tsourides Hossein Nejati Ngai-Man Cheung Pawan Sinha Neural Correlates of Face Familiarity Perception. 2022 abs/2208.00352 CoRR https://doi.org/10.48550/arXiv.2208.00352 db/journals/corr/corr2208.html#abs-2208-00352

Yunqing Zhao Ngai-Man Cheung FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification. 2022 abs/2208.10930 CoRR https://doi.org/10.48550/arXiv.2208.10930 db/journals/corr/corr2208.html#abs-2208-10930

Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-Man Cheung Discovering Transferable Forensic Features for CNN-generated Images Detection. 2022 abs/2208.11342 CoRR https://doi.org/10.48550/arXiv.2208.11342 db/journals/corr/corr2208.html#abs-2208-11342

Yunqing Zhao Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-Man Cheung Few-shot Image Generation via Adaptation-Aware Kernel Modulation. 2022 abs/2210.16559 CoRR https://doi.org/10.48550/arXiv.2210.16559 db/journals/corr/corr2210.html#abs-2210-16559

Christopher T. H. Teo Milad Abdollahzadeh Ngai-Man Cheung Fair Generative Models via Transfer Learning. 2022 abs/2212.00926 CoRR https://doi.org/10.48550/arXiv.2212.00926 db/journals/corr/corr2212.html#abs-2212-00926

Rui Liu 0034 Ngai-Man Cheung Joint estimation of low-rank components and connectivity graph in high-dimensional graph signals: Application to brain imaging. 107931 2021 182 Signal Process. https://doi.org/10.1016/j.sigpro.2020.107931 db/journals/sigpro/sigpro182.html#LiuC21

Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-Man Cheung On Data Augmentation for GAN Training. 1882-1897 2021 30 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3049346 db/journals/tip/tip30.html#TranTNNC21

Keshigeyan Chandrasegaran Ngoc-Trung Tran Ngai-Man Cheung A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection. 7200-7209 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Chandrasegaran_A_Closer_Look_at_Fourier_Spectrum_Discrepancies_for_CNN-Generated_Images_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00712 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#ChandrasegaranT21 Shahram Ghahremani David K. Y. Yau Justin Albrethsen Rajvir Sidhu Ngai-Man Cheung Time Delay Attack Detection Using Recurrent Variational Autoencoder and K-means Clustering. 1-5 2021 ISGT Asia https://doi.org/10.1109/ISGTAsia49270.2021.9715557 conf/isgta/2021 db/conf/isgta/isgta2021.html#GhahremaniYASC21 Milad Abdollahzadeh Touba Malekzadeh Ngai-Man Cheung Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. 14632-14644 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/7b3403f79b478699224bb449509694cf-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#AbdollahzadehMC21 Shahram Ghahremani Rajvir Sidhu David K. Y. Yau Ngai-Man Cheung Justin Albrethsen Defense against Power System Time Delay Attacks via Attention-based Multivariate Deep Learning. 115-120 2021 SmartGridComm https://doi.org/10.1109/SmartGridComm51999.2021.9632305 conf/smartgridcomm/2021 db/conf/smartgridcomm/smartgridcomm2021.html#GhahremaniSYCA21 Kwot Sin Lee Ngoc-Trung Tran Ngai-Man Cheung InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. 3941-3951 2021 WACV https://doi.org/10.1109/WACV48630.2021.00399 conf/wacv/2021 db/conf/wacv/wacv2021.html#LeeTC21

Keshigeyan Chandrasegaran Ngoc-Trung Tran Ngai-Man Cheung A Closer Look at Fourier Spectrum Discrepancies for CNN-generated Images Detection. 2021 abs/2103.17195 CoRR https://arxiv.org/abs/2103.17195 db/journals/corr/corr2103.html#abs-2103-17195

Christopher T. H. Teo Ngai-Man Cheung Measuring Fairness in Generative Models. 2021 abs/2107.07754 CoRR https://arxiv.org/abs/2107.07754 db/journals/corr/corr2107.html#abs-2107-07754

Yi Xiang Marcus Tan Penny Chong Jiamei Sun Ngai-Man Cheung Yuval Elovici Alexander Binder Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples. 2021 abs/2110.12357 CoRR https://arxiv.org/abs/2110.12357 db/journals/corr/corr2110.html#abs-2110-12357

Milad Abdollahzadeh Touba Malekzadeh Ngai-Man Cheung Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. 2021 abs/2110.14202 CoRR https://arxiv.org/abs/2110.14202 db/journals/corr/corr2110.html#abs-2110-14202

Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing. 2021 abs/2112.06489 CoRR https://arxiv.org/abs/2112.06489 db/journals/corr/corr2112.html#abs-2112-06489

Thilini Cooray Ngai-Man Cheung Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning. 2021 abs/2112.08830 CoRR https://arxiv.org/abs/2112.08830 db/journals/corr/corr2112.html#abs-2112-08830

Tuan Hoang Thanh-Toan Do Huu Le Dang-Khoa Le Tan Ngai-Man Cheung Simultaneous compression and quantization: A joint approach for efficient unsupervised hashing. 102852 2020 191 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2019.102852 db/journals/cviu/cviu191.html#HoangDLTC20

Saeid Hosseini Saeed Najafi Pour Ngai-Man Cheung Hongzhi Yin Mohammad Reza Kangavari 0001 Xiaofang Zhou 0001 TEAGS: time-aware text embedding approach to generate subgraphs. 1136-1174 2020 34 Data Min. Knowl. Discov. 4 https://doi.org/10.1007/s10618-020-00688-7 db/journals/datamine/datamine34.html#HosseiniPCYKZ20

Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Unsupervised Deep Cross-modality Spectral Hashing. 8391-8406 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2020.3014727 https://www.wikidata.org/entity/Q98388421 db/journals/tip/tip29.html#HoangDNC20

Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Anh-Dzung Doan Ngai-Man Cheung Compact Hash Code Learning With Binary Deep Neural Network. 992-1004 2020 22 IEEE Trans. Multim. 4 https://doi.org/10.1109/TMM.2019.2935680 db/journals/tmm/tmm22.html#DoHTDC20

Thilini Cooray Ngai-Man Cheung Wei Lu 0011 Attention-Based Context Aware Reasoning for Situation Recognition. 4735-4744 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Cooray_Attention-Based_Context_Aware_Reasoning_for_Situation_Recognition_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00479 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#CoorayCL20 Yiluan Guo Ngai-Man Cheung Attentive Weights Generation for Few Shot Learning via Information Maximization. 13496-13505 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Guo_Attentive_Weights_Generation_for_Few_Shot_Learning_via_Information_Maximization_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01351 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#GuoC20 Jiamei Sun Sebastian Lapuschkin Wojciech Samek Yunqing Zhao Ngai-Man Cheung Alexander Binder Explanation-Guided Training for Cross-Domain Few-Shot Classification. 7609-7616 2020 ICPR https://doi.org/10.1109/ICPR48806.2021.9412941 conf/icpr/2020 db/conf/icpr/icpr2020.html#SunLSZCB20 Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. 2111-2118 2020 IJCAI https://doi.org/10.24963/ijcai.2020/292 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#HoangDNC20 Tuan Hoang Thanh-Toan Do Ngai-Man Cheung Michael Riegler 0001 Jan Zahálka Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval. 4448-4452 2020 ACM Multimedia https://doi.org/10.1145/3394171.3414814 conf/mm/2020 db/conf/mm/mm2020.html#HoangDCRZ20

Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-Man Cheung Towards Good Practices for Data Augmentation in GAN Training. 2020 abs/2006.05338 CoRR https://arxiv.org/abs/2006.05338 db/journals/corr/corr2006.html#abs-2006-05338

Kwot Sin Lee Ngoc-Trung Tran Ngai-Man Cheung InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning. 2020 abs/2007.04589 CoRR https://arxiv.org/abs/2007.04589 db/journals/corr/corr2007.html#abs-2007-04589

Jiamei Sun Sebastian Lapuschkin Wojciech Samek Yunqing Zhao Ngai-Man Cheung Alexander Binder Explanation-Guided Training for Cross-Domain Few-Shot Classification. 2020 abs/2007.08790 CoRR https://arxiv.org/abs/2007.08790 db/journals/corr/corr2007.html#abs-2007-08790

Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Unsupervised Deep Cross-modality Spectral Hashing. 2020 abs/2008.00223 CoRR https://arxiv.org/abs/2008.00223 db/journals/corr/corr2008.html#abs-2008-00223

Tuan Hoang Thanh-Toan Do Tam V. Nguyen 0002 Ngai-Man Cheung Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks. 2020 abs/2012.13762 CoRR https://arxiv.org/abs/2012.13762 db/journals/corr/corr2012.html#abs-2012-13762

Leila Khalatbari Mohammadreza Kangavari Saeid Hosseini Hongzhi Yin Ngai-Man Cheung MCP: A multi-component learning machine to predict protein secondary structure. 144-155 2019 110 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.04.040 https://www.wikidata.org/entity/Q92465045 db/journals/cbm/cbm110.html#KhalatbariKHYC19

Ngoc-Trung Tran Dang-Khoa Le Tan Anh-Dzung Doan Thanh-Toan Do Tuan-Anh Bui Mengxuan Tan Ngai-Man Cheung On-Device Scalable Image-Based Localization via Prioritized Cascade Search and Fast One-Many RANSAC. 1675-1690 2019 28 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2018.2881829 https://www.wikidata.org/entity/Q93210658 db/journals/tip/tip28.html#TranTDDBTC19

Thanh-Toan Do Khoa Le Tuan Hoang Huu Le Tam V. Nguyen 0002 Ngai-Man Cheung Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. 4954-4969 2019 28 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2019.2913509 https://www.wikidata.org/entity/Q91882310 db/journals/tip/tip28.html#DoLHLNC19

Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Huu Le Tam V. Nguyen 0002 Ngai-Man Cheung From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. 43:1-43:22 2019 15 ACM Trans. Multim. Comput. Commun. Appl. 2 https://doi.org/10.1145/3314051 https://www.wikidata.org/entity/Q127735799 db/journals/tomccap/tomccap15.html#DoHTLNC19

Saeid Hosseini Hongzhi Yin Xiaofang Zhou 0001 Shazia Sadiq Mohammad Reza Kangavari 0001 Ngai-Man Cheung Leveraging multi-aspect time-related influence in location recommendation. 1001-1028 2019 22 World Wide Web 3 https://doi.org/10.1007/s11280-018-0573-2 https://www.wikidata.org/entity/Q129817238 db/journals/www/www22.html#HosseiniYZSKC19

Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung Improving GAN with Neighbors Embedding and Gradient Matching. 5191-5198 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33015191 conf/aaai/2019 db/conf/aaai/aaai2019.html#TranBC19 Huu M. Le Thanh-Toan Do Tuan Hoang Ngai-Man Cheung SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences. 124-133 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Le_SDRSAC_Semidefinite-Based_Randomized_Approach_for_Robust_Point_Cloud_Registration_Without_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00021 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#LeDHC19 Linxiao Yang Ngai-Man Cheung Jiaying Li 0001 Jun Fang 0001 Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding. 6439-6448 2019 ICCV https://doi.org/10.1109/ICCV.2019.00654 conf/iccv/2019 db/conf/iccv/iccv2019.html#YangCL019 Heng Zhao Kim-Hui Yap Alex C. Kot Lingyu Duan Ngai-Man Cheung Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition. 1-5 2019 ISCAS https://doi.org/10.1109/ISCAS.2019.8702564 conf/iscas/2019 db/conf/iscas/iscas2019.html#ZhaoYKDC19 Mengxuan Tan Alfonso Iacovazzi Ngai-Man Cheung Yuval Elovici A Neural Attention Model for Real-Time Network Intrusion Detection. 291-299 2019 LCN https://doi.org/10.1109/LCN44214.2019.8990890 conf/lcn/2019 db/conf/lcn/lcn2019.html#TanICE19 Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-Man Cheung Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game. 13232-13243 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/d04cb95ba2bea9fd2f0daa8945d70f11-Abstract.html http://papers.nips.cc/paper/9481-self-supervised-gan-analysis-and-improvement-with-multi-class-minimax-game conf/nips/2019 db/conf/nips/nips2019.html#TranTNYC19 Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Trung Pham Huu Le Ngai-Man Cheung Ian D. Reid 0001 Binary Constrained Deep Hashing Network for Image Retrieval Without Manual Annotation. 695-704 2019 WACV https://doi.org/10.1109/WACV.2019.00079 conf/wacv/2019 db/conf/wacv/wacv2019.html#DoHTPLC019

Mostafa Rezazad Matthias R. Brust Mohammad Akbari Pascal Bouvry Ngai-Man Cheung Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning. 2019 abs/1903.01550 CoRR http://arxiv.org/abs/1903.01550 db/journals/corr/corr1903.html#abs-1903-01550

Huu Le Thanh-Toan Do Tuan Hoang Ngai-Man Cheung SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences. 2019 abs/1904.03483 CoRR http://arxiv.org/abs/1904.03483 db/journals/corr/corr1904.html#abs-1904-03483

Thanh-Toan Do Khoa Le Tuan Hoang Huu Le Tam V. Nguyen 0002 Ngai-Man Cheung Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. 2019 abs/1904.11820 CoRR http://arxiv.org/abs/1904.11820 db/journals/corr/corr1904.html#abs-1904-11820

Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Ngai-Man Cheung An Improved Self-supervised GAN via Adversarial Training. 2019 abs/1905.05469 CoRR http://arxiv.org/abs/1905.05469 db/journals/corr/corr1905.html#abs-1905-05469

Saeid Hosseini Saeed Najafi Pour Ngai-Man Cheung Mohammad Reza Kangavari 0001 Xiaofang Zhou 0001 Yuval Elovici TEALS: Time-aware Text Embedding Approach to Leverage Subgraphs. 2019 abs/1907.03191 CoRR http://arxiv.org/abs/1907.03191 db/journals/corr/corr1907.html#abs-1907-03191

Hamed Alizadeh Ghazijahani Hadi Seyedarabi Javad Musevi Niya Ngai-Man Cheung Optimized Routing and Spectrum Assignment for Video Communication over an Elastic Optical Network. 2019 abs/1909.06536 CoRR http://arxiv.org/abs/1909.06536 db/journals/corr/corr1909.html#abs-1909-06536

Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-Man Cheung Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game. 2019 abs/1911.06997 CoRR http://arxiv.org/abs/1911.06997 db/journals/corr/corr1911.html#abs-1911-06997

Milad Abdollahzadeh Hadi Seyedarabi Javad Musevi Niya Ngai-Man Cheung Optimal HEVC Configuration for Wireless Video Communication Under Energy Constraints. 72479-72493 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2881833 https://www.wikidata.org/entity/Q128899807 db/journals/access/access6.html#AbdollahzadehSN18

Thanh-Toan Do Ngai-Man Cheung Embedding Based on Function Approximation for Large Scale Image Search. 626-638 2018 40 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2017.2686861 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2686861 https://www.wikidata.org/entity/Q47353252 db/journals/pami/pami40.html#DoC18

Yiren Zhou Thanh-Toan Do Haitian Zheng Ngai-Man Cheung Lu Fang 0001 Computation and Memory Efficient Image Segmentation. 46-61 2018 28 IEEE Trans. Circuits Syst. Video Technol. 1 https://doi.org/10.1109/TCSVT.2016.2600261 db/journals/tcsv/tcsv28.html#ZhouDZCF18

Thanh-Toan Do Tuan Hoang Victor Pomponiu Yiren Zhou Zhao Chen 0005 Ngai-Man Cheung Dawn Chin-Ing Koh Aaron Tan Suat-Hoon Tan Accessible Melanoma Detection Using Smartphones and Mobile Image Analysis. 2849-2864 2018 20 IEEE Trans. Multim. 10 https://doi.org/10.1109/TMM.2018.2814346 db/journals/tmm/tmm20.html#DoHPZCCKTT18

Manas Khatua Seyed Hamid Safavi Ngai-Man Cheung Sparse Laplacian Component Analysis for Internet Traffic Anomalies Detection. 697-711 2018 4 IEEE Trans. Signal Inf. Process. over Networks 4 https://doi.org/10.1109/TSIPN.2018.2818950 db/journals/tsipn/tsipn4.html#KhatuaSC18

Yiren Zhou Seyed-Mohsen Moosavi-Dezfooli Ngai-Man Cheung Pascal Frossard Adaptive Quantization for Deep Neural Network. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11623 conf/aaai/2018 db/conf/aaai/aaai2018.html#ZhouMCF18 4596-4604 Hadi Mohammadzadeh Abachi Saeid Hosseini Mojtaba Amiri Maskouni Mohammadreza Kangavari Ngai-Man Cheung Statistical Discretization of Continuous Attributes Using Kolmogorov-Smirnov Test. 309-315 2018 ADC https://doi.org/10.1007/978-3-319-92013-9_25 conf/adc/2018 db/conf/adc/adc2018.html#AbachiHMKC18 Yiluan Guo Ngai-Man Cheung Efficient and Deep Person Re-Identification Using Multi-Level Similarity. 2335-2344 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Guo_Efficient_and_Deep_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00248 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00248 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#GuoC18 Dang-Khoa Le Tan Huu Le Tuan Hoang Thanh-Toan Do Ngai-Man Cheung DeepVQ: A Deep Network Architecture for Vector Quantization. 2579-2582 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w50/html/Le_Tan_DeepVQ_A_Deep_CVPR_2018_paper.html conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#TanLHDC18 Saeid Hosseini Hongzhi Yin Ngai-Man Cheung Kan Pak Leng Yuval Elovici Xiaofang Zhou 0001 Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. 342-351 2018 DASFAA (1) https://doi.org/10.1007/978-3-319-91452-7_23 conf/dasfaa/2018-1 db/conf/dasfaa/dasfaa2018-1.html#HosseiniYCLEZ18 Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung Dist-GAN: An Improved GAN Using Distance Constraints. 387-401 2018 ECCV (14) https://doi.org/10.1007/978-3-030-01264-9_23 conf/eccv/2018-14 db/conf/eccv/eccv2018-14.html#TranBC18 Hossein Nejati Hamed Alizadeh Ghazijahani Milad Abdollahzadeh Touba Malekzadeh Ngai-Man Cheung Kheng Hock Lee Lian Leng Low Fine-Grained Wound Tissue Analysis Using Deep Neural Network. 1010-1014 2018 ICASSP https://doi.org/10.1109/ICASSP.2018.8461927 conf/icassp/2018 db/conf/icassp/icassp2018.html#NejatiGAMCLL18 Swee Kiat Lim Yi Loo Ngoc-Trung Tran Ngai-Man Cheung Gemma Roig Yuval Elovici DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. 1122-1127 2018 ICDM https://doi.org/10.1109/ICDM.2018.00146 conf/icdm/2018 db/conf/icdm/icdm2018.html#LimLTCRE18 Dang-Khoa Le Tan Thanh-Toan Do Ngai-Man Cheung Supervised Hashing with End-to-End Binary Deep Neural Network. 3019-3023 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451192 conf/icip/2018 db/conf/icip/icip2018.html#TanDC18 Sibo Song Ngai-Man Cheung Vijay Chandrasekhar 0001 Bappaditya Mandal Deep Adaptive Temporal Pooling for Activity Recognition. 1829-1837 2018 ACM Multimedia https://doi.org/10.1145/3240508.3240713 conf/mm/2018 db/conf/mm/mm2018.html#SongCCM18

Saurabh Misra Mengxuan Tan Mostafa Rezazad Ngai-Man Cheung Early detection of Crossfire attacks using deep learning. 2018 abs/1801.00235 CoRR http://arxiv.org/abs/1801.00235 db/journals/corr/corr1801.html#abs-1801-00235

Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Ngai-Man Cheung From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. 2018 abs/1802.02899 CoRR http://arxiv.org/abs/1802.02899 db/journals/corr/corr1802.html#abs-1802-02899

Ngoc-Trung Tran Dang-Khoa Le Tan Anh-Dzung Doan Thanh-Toan Do Tuan-Anh Bui Ngai-Man Cheung On-device Scalable Image-based Localization. 2018 abs/1802.03510 CoRR http://arxiv.org/abs/1802.03510 db/journals/corr/corr1802.html#abs-1802-03510

Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-Man Cheung Simultaneous Compression and Quantization: A Joint Approach for Efficient Unsupervised Hashing. 2018 abs/1802.06645 CoRR http://arxiv.org/abs/1802.06645 db/journals/corr/corr1802.html#abs-1802-06645

Thanh-Toan Do Dang-Khoa Le Tan Trung Pham Tuan Hoang Ngai-Man Cheung Binary Constrained Deep Hashing Network for Image Retrieval without Human Intervention. 2018 abs/1802.07437 CoRR http://arxiv.org/abs/1802.07437 db/journals/corr/corr1802.html#abs-1802-07437

Hossein Nejati Hamed Alizadeh Ghazijahani Milad Abdollahzadeh Tooba Malekzadeh Ngai-Man Cheung Kheng Hock Lee Lian Leng Low Fine-grained wound tissue analysis using deep neural network. 2018 abs/1802.10426 CoRR http://arxiv.org/abs/1802.10426 db/journals/corr/corr1802.html#abs-1802-10426

Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung Generative Adversarial Autoencoder Networks. 2018 abs/1803.08887 CoRR http://arxiv.org/abs/1803.08887 db/journals/corr/corr1803.html#abs-1803-08887

Yiluan Guo Ngai-Man Cheung Efficient and Deep Person Re-Identification using Multi-Level Similarity. 2018 abs/1803.11353 CoRR http://arxiv.org/abs/1803.11353 db/journals/corr/corr1803.html#abs-1803-11353

Leila Khalatbari Mohammadreza Kangavari Saeid Hosseini Hongzhi Yin Ngai-Man Cheung MCP: a multi-component learning machine for prediction of protein secondary structure. 2018 abs/1806.06394 CoRR http://arxiv.org/abs/1806.06394 db/journals/corr/corr1806.html#abs-1806-06394

Sibo Song Yueru Chen Ngai-Man Cheung C.-C. Jay Kuo Defense Against Adversarial Attacks with Saak Transform. 2018 abs/1808.01785 CoRR http://arxiv.org/abs/1808.01785 db/journals/corr/corr1808.html#abs-1808-01785

Sibo Song Ngai-Man Cheung Vijay Chandrasekhar 0001 Bappaditya Mandal Deep Adaptive Temporal Pooling for Activity Recognition. 2018 abs/1808.07272 CoRR http://arxiv.org/abs/1808.07272 db/journals/corr/corr1808.html#abs-1808-07272

Swee Kiat Lim Yi Loo Ngoc-Trung Tran Ngai-Man Cheung Gemma Roig Yuval Elovici DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. 2018 abs/1808.07632 CoRR http://arxiv.org/abs/1808.07632 db/journals/corr/corr1808.html#abs-1808-07632

Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung Improving GAN with neighbors embedding and gradient matching. 2018 abs/1811.01333 CoRR http://arxiv.org/abs/1811.01333 db/journals/corr/corr1811.html#abs-1811-01333

Jiyan Wu Chau Yuen Ngai-Man Cheung Junliang Chen 0001 Chang Wen Chen Streaming Mobile Cloud Gaming Video Over TCP With Adaptive Source-FEC Coding. 32-48 2017 27 IEEE Trans. Circuits Syst. Video Technol. 1 https://doi.org/10.1109/TCSVT.2016.2527398 https://orkg.org/orkg/resource/R175087 db/journals/tcsv/tcsv27.html#WuYCCC17

Thanh-Toan Do Dang-Khoa Le Tan Trung T. Pham Ngai-Man Cheung Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search. 4217-4226 2017 CVPR https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.449 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#DoTPC17 Manas Khatua Seyed Hamid Safavi Ngai-Man Cheung Detection of Internet Traffic Anomalies Using Sparse Laplacian Component Analysis. 1-6 2017 GLOBECOM https://doi.org/10.1109/GLOCOM.2017.8254833 conf/globecom/2017 db/conf/globecom/globecom2017.html#KhatuaSC17 Yiren Zhou Sibo Song Ngai-Man Cheung On classification of distorted images with deep convolutional neural networks. 1213-1217 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952349 conf/icassp/2017 db/conf/icassp/icassp2017.html#ZhouSC17 Rui Liu 0034 Hossein Nejati Seyed Hamid Safavi Ngai-Man Cheung Simultaneous low-rank component and graph estimation for high-dimensional graph signals: Application to brain imaging. 4134-4138 2017 ICASSP https://doi.org/10.1109/ICASSP.2017.7952934 conf/icassp/2017 db/conf/icassp/icassp2017.html#RuiNSC17 Xin Sun 0003 Ngai-Man Cheung Hongxun Yao Yiluan Guo Non-rigid Object Tracking via Deformable Patches Using Shape-Preserved KCF and Level Sets. 5496-5504 2017 ICCV https://doi.org/10.1109/ICCV.2017.586 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.586 conf/iccv/2017 db/conf/iccv/iccv2017.html#SunCYG17 Yiluan Guo Hossein Nejati Ngai-Man Cheung Deep neural networks on graph signals for brain imaging analysis. 3295-3299 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296892 conf/icip/2017 db/conf/icip/icip2017.html#GuoNC17 Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-Man Cheung Enhancing feature discrimination for unsupervised hashing. 3710-3714 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296975 conf/icip/2017 db/conf/icip/icip2017.html#HoangDTC17 Teoh Teik Toe Y. Y. Nguwi Yuval Elovici Ngai-Man Cheung W. L. Ng Analyst intuition based Hidden Markov Model on high speed, temporal cyber security big data. 2080-2083 2017 ICNC-FSKD https://doi.org/10.1109/FSKD.2017.8393092 conf/icnc/2017 db/conf/icnc/icnc2017.html#TeohNECN17 Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-Man Cheung Selective Deep Convolutional Features for Image Retrieval. 1600-1608 2017 ACM Multimedia https://doi.org/10.1145/3123266.3123417 conf/mm/2017 db/conf/mm/mm2017.html#HoangDTC17 Xin Sun 0003 Jiatao Ding Giacomo Dalla Chiara Lynette Cheah Ngai-Man Cheung A generic framework for monitoring local freight traffic movements using computer vision-based techniques. 63-68 2017 MT-ITS https://doi.org/10.1109/MTITS.2017.8005592 conf/mtits/2017 db/conf/mtits/mtits2017.html#SunDCCC17 Bree J. Westphal Hyowon Lee 0001 Ngai-Man Cheung Chor Guan Teo Wei Kiat Leong Experience of designing and deploying a tablet game for people with dementia. 31-40 2017 OZCHI https://doi.org/10.1145/3152771.3152775 conf/ozchi/2017 db/conf/ozchi/ozchi2017.html#WestphalLCTL17

Yiren Zhou Sibo Song Ngai-Man Cheung On Classification of Distorted Images with Deep Convolutional Neural Networks. 2017 abs/1701.01924 CoRR http://arxiv.org/abs/1701.01924 db/journals/corr/corr1701.html#ZhouSC17

Thanh-Toan Do Dang-Khoa Le Tan Trung T. Pham Ngai-Man Cheung Simultaneous Feature Aggregating and Hashing for Large-scale Image Search. 2017 abs/1704.00860 CoRR http://arxiv.org/abs/1704.00860 db/journals/corr/corr1704.html#DoTPC17

Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-Man Cheung Enhance Feature Discrimination for Unsupervised Hashing. 2017 abs/1704.01754 CoRR http://arxiv.org/abs/1704.01754 db/journals/corr/corr1704.html#HoangDTC17

Yiluan Guo Hossein Nejati Ngai-Man Cheung Deep neural networks on graph signals for brain imaging analysis. 2017 abs/1705.04828 CoRR http://arxiv.org/abs/1705.04828 db/journals/corr/corr1705.html#GuoNC17

Zhe Wang 0019 Kingsley Kuan Mathieu Ravaut Gaurav Manek Sibo Song Fang Yuan Kim Seokhwan Nancy F. Chen Luis Fernando D'Haro Anh Tuan Luu Hongyuan Zhu 0002 Zeng Zeng Ngai-Man Cheung Georgios Piliouras Jie Lin 0001 Vijay Chandrasekhar 0001 Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. 2017 abs/1706.05461 CoRR http://arxiv.org/abs/1706.05461 db/journals/corr/corr1706.html#WangKRMSYSCETZZ17

Tuan Hoang Thanh-Toan Do Dang-Khoa Le Tan Ngai-Man Cheung Selective Deep Convolutional Features for Image Retrieval. 2017 abs/1707.00809 CoRR http://arxiv.org/abs/1707.00809 db/journals/corr/corr1707.html#HoangDTC17aa

Dang-Khoa Le Tan Thanh-Toan Do Ngai-Man Cheung Supervised Hashing with End-to-End Binary Deep Neural Network. 2017 abs/1711.08901 CoRR http://arxiv.org/abs/1711.08901 db/journals/corr/corr1711.html#abs-1711-08901

Thanh-Toan Do Victor Pomponiu Yiren Zhou Tuan Hoang Zhao Chen 0005 Ngai-Man Cheung Dawn Chin-Ing Koh Aaron Tan Suat-Hoon Tan Accessible Melanoma Detection using Smartphones and Mobile Image Analysis. 2017 abs/1711.09553 CoRR http://arxiv.org/abs/1711.09553 db/journals/corr/corr1711.html#abs-1711-09553

Yiren Zhou Seyed-Mohsen Moosavi-Dezfooli Ngai-Man Cheung Pascal Frossard Adaptive Quantization for Deep Neural Network. 2017 abs/1712.01048 CoRR http://arxiv.org/abs/1712.01048 db/journals/corr/corr1712.html#abs-1712-01048

Thanh-Toan Do Dang-Khoa Le Tan Tuan Hoang Ngai-Man Cheung Compact Hash Code Learning with Binary Deep Neural Network. 2017 abs/1712.02956 CoRR http://arxiv.org/abs/1712.02956 db/journals/corr/corr1712.html#abs-1712-02956

Touba Malekzadeh Milad Abdollahzadeh Hossein Nejati Ngai-Man Cheung Aircraft Fuselage Defect Detection using Deep Neural Networks. 2017 abs/1712.09213 CoRR http://arxiv.org/abs/1712.09213 db/journals/corr/corr1712.html#abs-1712-09213

Hossein Nejati Victor Pomponiu Thanh-Toan Do Yiren Zhou Sahar Iravani Ngai-Man Cheung Smartphone and Mobile Image Processing for Assisted Living: Health-monitoring apps powered by advanced mobile imaging algorithms. 30-48 2016 33 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2016.2549996 db/journals/spm/spm33.html#NejatiPDZIC16

Jiyan Wu Bo Cheng 0001 Chau Yuen Ngai-Man Cheung Junliang Chen 0001 Trading Delay for Distortion in One-Way Video Communication Over the Internet. 711-723 2016 26 IEEE Trans. Circuits Syst. Video Technol. 4 https://doi.org/10.1109/TCSVT.2015.2412774 db/journals/tcsv/tcsv26.html#WuCYCC16

Lu Fang 0001 Yijian Xiang Ngai-Man Cheung Feng Wu 0001 Estimation of Virtual View Synthesis Distortion Toward Virtual View Position. 1961-1976 2016 25 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2016.2535345 https://www.wikidata.org/entity/Q87462787 db/journals/tip/tip25.html#FangXCW16

Seong-Ping Chuah Ngai-Man Cheung Chau Yuen Layered Coding for Mobile Cloud Gaming Using Scalable Blinn-Phong Lighting. 3112-3125 2016 25 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2016.2565259 https://www.wikidata.org/entity/Q39004732 db/journals/tip/tip25.html#ChuahCY16

Wei Dai 0002 Gene Cheung Ngai-Man Cheung Antonio Ortega Oscar C. Au Merge Frame Design for Video Stream Switching Using Piecewise Constant Functions. 3489-3504 2016 25 IEEE Trans. Image Process. 8 https://doi.org/10.1109/TIP.2016.2571564 https://www.wikidata.org/entity/Q89332833 db/journals/tip/tip25.html#DaiCCOA16

Jiyan Wu Chau Yuen Ngai-Man Cheung Junliang Chen 0001 Delay-Constrained High Definition Video Transmission in Heterogeneous Wireless Networks with Multi-Homed Terminals. 641-655 2016 15 IEEE Trans. Mob. Comput. 3 https://doi.org/10.1109/TMC.2015.2426710 http://doi.ieeecomputersociety.org/10.1109/TMC.2015.2426710 db/journals/tmc/tmc15.html#WuYCC16

Jiyan Wu Chau Yuen Ngai-Man Cheung Junliang Chen 0001 Chang Wen Chen Modeling and Optimization of High Frame Rate Video Transmission Over Wireless Networks. 2713-2726 2016 15 IEEE Trans. Wirel. Commun. 4 https://doi.org/10.1109/TWC.2015.2509063 db/journals/twc/twc15.html#WuYCCC16

Sibo Song Vijay Chandrasekhar 0001 Bappaditya Mandal Liyuan Li Joo-Hwee Lim Giduthuri Sateesh Babu Phyo Phyo San Ngai-Man Cheung Multimodal Multi-Stream Deep Learning for Egocentric Activity Recognition. 378-385 2016 CVPR Workshops https://doi.org/10.1109/CVPRW.2016.54 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2016.54 conf/cvpr/2016w db/conf/cvpr/cvprw2016.html#SongCMLLBSC16 Ali Hashemi 0002 Mohammad Rostami Ngai-Man Cheung Efficient Environmental Temperature Monitoring Using Compressed Sensing. 602 2016 DCC https://doi.org/10.1109/DCC.2016.100 conf/dcc/2016 db/conf/dcc/dcc2016.html#HashemiRC16 Thanh-Toan Do Anh-Dzung Doan Ngai-Man Cheung Learning to Hash with Binary Deep Neural Network. 219-234 2016 ECCV (5) https://doi.org/10.1007/978-3-319-46454-1_14 conf/eccv/2016-5 db/conf/eccv/eccv2016-5.html#DoDC16 Thanh-Toan Do Anh-Dzung Doan Duc Thanh Nguyen Ngai-Man Cheung Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. 802-817 2016 ECCV (2) https://doi.org/10.1007/978-3-319-46475-6_49 conf/eccv/2016-2 db/conf/eccv/eccv2016-2.html#DoDNC16 Sibo Song Ngai-Man Cheung Vijay Chandrasekhar 0001 Bappaditya Mandal Jie Lin 0001 Egocentric activity recognition with multimodal fisher vector. 2717-2721 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472171 conf/icassp/2016 db/conf/icassp/icassp2016.html#SongCCML16 Yiren Zhou Hossein Nejati Thanh-Toan Do Ngai-Man Cheung Lynette Cheah Image-based vehicle analysis using deep neural network: A systematic study. 276-280 2016 DSP https://doi.org/10.1109/ICDSP.2016.7868561 conf/icdsp/2016 db/conf/icdsp/icdsp2016.html#ZhouNDCC16 Rui Liu 0034 Hossein Nejati Ngai-Man Cheung Dimensionality reduction of brain imaging data using graph signal processing. 1329-1333 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532574 conf/icip/2016 db/conf/icip/icip2016.html#RuiNC16 Victor Pomponiu Hossein Nejati Ngai-Man Cheung Deepmole: Deep neural networks for skin mole lesion classification. 2623-2627 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532834 conf/icip/2016 db/conf/icip/icip2016.html#PomponiuNC16 Benedicte Motz Gene Cheung Ngai-Man Cheung Designing coding structures with merge frames for interactive multiview video streaming. 1-6 2016 ICME Workshops https://doi.org/10.1109/ICMEW.2016.7574725 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2016.7574725 conf/icmcs/2016w db/conf/icmcs/icmew2016.html#MotzCC16 Hyowon Lee 0001 Bree J. Westphal Wei Kiat Leong Ngai-Man Cheung Chor Guan Teo When Intuitive Multi-touch Tablet Is Not Enough: Mobile Gaming for Extreme Usability. 7 2016 MobiGames@MobiSys https://doi.org/10.1145/2934646.2934651 conf/mobisys/2016mobigames db/conf/mobisys/mobigames2016.html#LeeWLCT16 Seong-Ping Chuah Ngai-Man Cheung Chau Yuen Low Bit-rate Mobile Cloud Gaming. 17-22 2016 MobiGames@MobiSys https://doi.org/10.1145/2934646.2934649 conf/mobisys/2016mobigames db/conf/mobisys/mobigames2016.html#ChuahCY16

Yiren Zhou Ngai-Man Cheung Vehicle Classification using Transferable Deep Neural Network Features. 2016 abs/1601.01145 CoRR http://arxiv.org/abs/1601.01145 db/journals/corr/corr1601.html#ZhouC16

Sibo Song Ngai-Man Cheung Vijay Chandrasekhar 0001 Bappaditya Mandal Jie Lin 0001 Egocentric Activity Recognition with Multimodal Fisher Vector. 2016 abs/1601.06603 CoRR http://arxiv.org/abs/1601.06603 db/journals/corr/corr1601.html#SongCCML16

Thanh-Toan Do Ngai-Man Cheung Embedding based on function approximation for large scale image search. 2016 abs/1605.06914 CoRR http://arxiv.org/abs/1605.06914 db/journals/corr/corr1605.html#DoC16

Thanh-Toan Do Anh-Zung Doan Ngai-Man Cheung Learning to Hash with Binary Deep Neural Network. 2016 abs/1607.05140 CoRR http://arxiv.org/abs/1607.05140 db/journals/corr/corr1607.html#DoDC16

Thanh-Toan Do Anh-Dzung Doan Duc Thanh Nguyen Ngai-Man Cheung Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. 2016 abs/1607.05396 CoRR http://arxiv.org/abs/1607.05396 db/journals/corr/corr1607.html#DoDNC16

Liu Rui Hossein Nejati Ngai-Man Cheung Simultaneous Low-rank Component and Graph Estimation for High-dimensional Graph Signals: Application to Brain Imaging. 2016 abs/1609.08221 CoRR http://arxiv.org/abs/1609.08221 db/journals/corr/corr1609.html#LiuNC16

Jiyan Wu Chau Yuen Ngai-Man Cheung Junliang Chen 0001 Chang Wen Chen Enabling Adaptive High-Frame-Rate Video Streaming in Mobile Cloud Gaming Applications. 1988-2001 2015 25 IEEE Trans. Circuits Syst. Video Technol. 12 https://doi.org/10.1109/TCSVT.2015.2441412 db/journals/tcsv/tcsv25.html#WuYCCC15

Jason Chen Zhao Ngai-Man Cheung Ricardo Sosa Dawn Chin-Ing Koh Design Self-Diagnosis Applications for Non-Patients. 1433-1438 2015 CHI Extended Abstracts https://doi.org/10.1145/2702613.2732865 conf/chi/2015a db/conf/chi/chi2015a.html#ZhaoCSK15 Thanh-Toan Do Quang D. Tran Ngai-Man Cheung FAemb: A function approximation-based embedding method for image retrieval. 3556-3564 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298978 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298978 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#DoTC15 Yichen Zhang Ngai-Man Cheung Lu Yu 0003 On the Efficiency of View Synthesis Prediction for 3D Video Coding. 283-292 2015 DCC https://doi.org/10.1109/DCC.2015.44 conf/dcc/2015 db/conf/dcc/dcc2015.html#ZhangCY15 Yijian Xiang Lu Fang 0001 Ren Li Ngai-Man Cheung Depth Error Induced Virtual View Synthesis Distortion Estimation for 3D Video Coding. 313-322 2015 DCC https://doi.org/10.1109/DCC.2015.10 conf/dcc/2015 db/conf/dcc/dcc2015.html#XiangFLC15 Hossein Nejati Kleovoulos Tsourides Victor Pomponiu Evan C. Ehrenberg Ngai-Man Cheung Pawan Sinha Towards perception awareness: Perceptual event detection for Brain computer interfaces. 1480-1483 2015 EMBC https://doi.org/10.1109/EMBC.2015.7318650 https://www.wikidata.org/entity/Q49042147 conf/embc/2015 db/conf/embc/embc2015.html#NejatiTPECS15 Yichen Zhang Ngai-Man Cheung Lu Yu 0003 The efficiency of view synthesis prediction for 3D video coding: A spectral domain analysis. 1453-1457 2015 ICASSP https://doi.org/10.1109/ICASSP.2015.7178211 conf/icassp/2015 db/conf/icassp/icassp2015.html#ZhangCY15 Cheah Huei Yoong Hyowon Lee 0001 Ngai-Man Cheung Open Designettes, Flowcharts, and Pseudocodes in Python Programming with the Aid of Finch. 2015 ICCE https://library.apsce.net/index.php/ICCE/article/view/3284 conf/icce/2015 db/conf/icce/icce2015.html#Yoong0C15 Seong-Ping Chuah Ngai-Man Cheung Chau Yuen Information-theoretic analysis of Blinn-Phong lighting with applicationto mobile cloud gaming. 382-386 2015 ICIP https://doi.org/10.1109/ICIP.2015.7350825 conf/icip/2015 db/conf/icip/icip2015.html#ChuahCY15

Thanh-Toan Do Anh-Zung Doan Ngai-Man Cheung Discrete Hashing with Deep Neural Network. 2015 abs/1508.07148 CoRR http://arxiv.org/abs/1508.07148 db/journals/corr/corr1508.html#DoDC15

Wei Dai 0002 Gene Cheung Ngai-Man Cheung Antonio Ortega Oscar C. Au Merge Frame Design for Video Stream Switching using Piecewise Constant Functions. 2015 abs/1509.02995 CoRR http://arxiv.org/abs/1509.02995 db/journals/corr/corr1509.html#DaiCCOA15

Lu Fang 0001 Ngai-Man Cheung Dong Tian Anthony Vetro Huifang Sun Oscar C. Au An Analytical Model for Synthesis Distortion Estimation in 3D Video. 185-199 2014 23 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2013.2287608 https://www.wikidata.org/entity/Q51145820 db/journals/tip/tip23.html#FangCTVSA14

Seong-Ping Chuah Chau Yuen Ngai-Man Cheung Cloud gaming: a green solution to massive multiplayer online games. 78-87 2014 21 IEEE Wirel. Commun. 4 https://doi.org/10.1109/MWC.2014.6882299 db/journals/wc/wc21.html#ChuahYC14

Sibo Song Vijay Chandrasekhar 0001 Ngai-Man Cheung Sanath Narayan Liyuan Li Joo-Hwee Lim Activity Recognition in Egocentric Life-Logging Videos. 445-458 2014 ACCV Workshops (3) https://doi.org/10.1007/978-3-319-16634-6_33 conf/accv/2014-w3 db/conf/accv/accv2014-w3.html#SongCCNLL14 Thanh-Toan Do Yiren Zhou Haitian Zheng Ngai-Man Cheung Dawn Chin-Ing Koh Early melanoma diagnosis with mobile imaging. 6752-6757 2014 EMBC https://doi.org/10.1109/EMBC.2014.6945178 https://www.wikidata.org/entity/Q33442528 conf/embc/2014 db/conf/embc/embc2014.html#DoZZCK14 Yijian Xiang Ngai-Man Cheung Juyong Zhang Lu Fang 0001 Analytical model for camera distance related 3D virtual view distortion estimation. 5442-5446 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026101 conf/icip/2014 db/conf/icip/icip2014.html#XiangCZF14 Seong-Ping Chuah Ngai-Man Cheung Bandwidth efficient mobile cloud gaming with layered coding and scalable phong lighting. 6006-6010 2014 ICIP https://doi.org/10.1109/ICIP.2014.7026212 conf/icip/2014 db/conf/icip/icip2014.html#ChuahC14 Seong-Ping Chuah Ngai-Man Cheung Layered Coding for Mobile Cloud Gaming. 4:1-4:6 2014 MMVE@MMSys https://dl.acm.org/citation.cfm?id=2577395 conf/mmsys/2014mmve db/conf/mmsys/mmve2014.html#ChuahC14 Hossein Nejati Ngai-Man Cheung Ricardo Sosa Dawn Chin-Ing Koh DeepCAPTCHA: an image CAPTCHA based on depth perception. 81-90 2014 MMSys https://doi.org/10.1145/2557642.2557653 conf/mmsys/2014 db/conf/mmsys/mmsys2014.html#NejatiCSK14

Lu Fang 0001 Oscar C. Au Ngai-Man Cheung Subpixel Rendering: From Font Rendering to Image Subsampling [Applications Corner]. 177-189 2013 30 IEEE Signal Process. Mag. 3 https://doi.org/10.1109/MSP.2013.2241311 db/journals/spm/spm30.html#FangAC13

Lu Fang 0001 Oscar C. Au Ngai-Man Cheung Aggelos K. Katsaggelos Houqiang Li Feng Zou 0006 Luma-Chroma Space Filter Design for Subpixel-Based Monochrome Image Downsampling. 3818-3829 2013 22 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2013.2262288 https://www.wikidata.org/entity/Q43825754 db/journals/tip/tip22.html#FangACKLZ13

Lu Fang 0001 Ngai-Man Cheung Oscar C. Au Houqiang Li Ketan Tang Low Bit-Rate Subpixel-Based Color Image Compression. 489 2013 DCC https://doi.org/10.1109/DCC.2013.70 conf/dcc/2013 db/conf/dcc/dcc2013.html#FangCALT13 Flora S. Tsai Karthik Natarajan Selin Damla Ahipasaoglu Chau Yuen Hyowon Lee 0001 Ngai-Man Cheung Justin Ruths Shisheng Huang Thomas L. Magnanti From Boxes to bees: Active learning in freshmen calculus. 59-68 2013 EDUCON https://doi.org/10.1109/EduCon.2013.6530087 conf/educon/2013 db/conf/educon/educon2013.html#TsaiNAYLCRHM13 Mohammad Rostami Ngai-Man Cheung Tony Q. S. Quek Compressed sensing of diffusion fields under heat equation constraint. 4271-4274 2013 ICASSP https://doi.org/10.1109/ICASSP.2013.6638465 conf/icassp/2013 db/conf/icassp/icassp2013.html#RostamiCQ13 Rui Ma Ngai-Man Cheung Oscar C. Au Dong Tian Novel distortion metric for depth coding of 3D video. 1714-1718 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738353 conf/icip/2013 db/conf/icip/icip2013.html#MaCAT13 Wei Dai 0002 Gene Cheung Ngai-Man Cheung Antonio Ortega Oscar C. Au Rate-distortion optimized merge frame using piecewise constant functions. 1787-1791 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738368 conf/icip/2013 db/conf/icip/icip2013.html#DaiCCOA13 Lu Fang 0001 Ngai-Man Cheung Dong Tian Anthony Vetro Huifang Sun Lu Yu 0003 Synthesis distortion estimation in 3D video using frequency and spatial analysis. 3176-3180 2013 ICIP https://doi.org/10.1109/ICIP.2013.6738654 conf/icip/2013 db/conf/icip/icip2013.html#FangCTVSY13 Ngai-Man Cheung Gene Cheung Coding for Interactive Navigation in High-Dimensional Media Data. 162-186 2013 Emerging Technologies for 3D Video https://doi.org/10.1002/9781118583593.ch9 books/wi/13/DPC2013 db/books/collections/DPC2013.html#CheungC13

Martin Takác 0001 Selin Damla Ahipasaoglu Ngai-Man Cheung Peter Richtárik TOP-SPIN: TOPic discovery via Sparse Principal component INterference. 2013 CoRR http://arxiv.org/abs/1311.1406 abs/1311.1406 db/journals/corr/corr1311.html#TakacACR13

Lu Fang 0001 Oscar C. Au Jingjing Dai Hanli Wang Ngai-Man Cheung Analytical study of RGB vertical stripe and RGBX square-shaped subpixel arrangements. 333-336 2012 ICIP https://doi.org/10.1109/ICIP.2012.6466863 conf/icip/2012 db/conf/icip/icip2012.html#FangADWC12 Ngai-Man Cheung Dong Tian Anthony Vetro Huifang Sun On modeling the rendering error in 3D video. 3021-3024 2012 ICIP https://doi.org/10.1109/ICIP.2012.6467536 conf/icip/2012 db/conf/icip/icip2012.html#CheungTVS12

Bernd Girod Vijay Chandrasekhar 0001 David M. Chen Ngai-Man Cheung Radek Grzeszczuk Yuriy A. Reznik Gabriel Takacs Sam S. Tsai Ramakrishna Vedantham Mobile Visual Search. 61-76 2011 28 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2011.940881 db/journals/spm/spm28.html#GirodCCCGRTTV11

Gene Cheung Antonio Ortega Ngai-Man Cheung Interactive Streaming of Stored Multiview Video Using Redundant Frame Structures. 744-761 2011 20 IEEE Trans. Image Process. 3 https://doi.org/10.1109/TIP.2010.2070074 https://www.wikidata.org/entity/Q51666033 db/journals/tip/tip20.html#CheungOC11

Georg Schroth Ngai-Man Cheung Eckehard G. Steinbach Bernd Girod Synchronization of presentation slides and lecture videos using bit rate sequences. 925-928 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116711 conf/icip/2011 db/conf/icip/icip2011.html#SchrothCSG11 Mina Makar Yao-Chung Lin Ngai-Man Cheung Derek Pang Bernd Girod Quality-controlled view interpolation for multiview video. 1805-1808 2011 ICIP https://doi.org/10.1109/ICIP.2011.6115814 conf/icip/2011 db/conf/icip/icip2011.html#MakarLCPG11 Derek Pang Sherif A. Halawa Ngai-Man Cheung Bernd Girod Mobile interactive region-of-interest video streaming with crowd-driven prefetching. 7-12 2011 IMMPD@ACM Multimedia https://doi.org/10.1145/2072561.2072564 conf/mm/2011immpd db/conf/mm/immpd2011.html#PangHCG11a Sherif A. Halawa Derek Pang Ngai-Man Cheung Bernd Girod ClassX: an open source interactive lecture StreamingSystem. 719-722 2011 ACM Multimedia https://doi.org/10.1145/2072298.2072428 conf/mm/2011 db/conf/mm/mm2011.html#HalawaPCG11 Derek Pang Sherif A. Halawa Ngai-Man Cheung Bernd Girod ClassX Mobile: region-of-interest video streaming to mobile devices with multi-touch interaction. 787-788 2011 ACM Multimedia https://doi.org/10.1145/2072298.2072457 conf/mm/2011 db/conf/mm/mm2011.html#PangHCG11 Vijay Chandrasekhar 0001 David M. Chen Sam S. Tsai Ngai-Man Cheung Huizhong Chen Gabriel Takacs Yuriy A. Reznik Ramakrishna Vedantham Radek Grzeszczuk Jeff Bach Bernd Girod The stanford mobile visual search data set. 117-122 2011 MMSys https://doi.org/10.1145/1943552.1943568 conf/mmsys/2011 db/conf/mmsys/mmsys2011.html#ChandrasekharCTCCTRVGBG11

Xiaopeng Fan 0001 Oscar C. Au Ngai-Man Cheung Yan Chen 0007 Jiantao Zhou 0001 Successive refinement based Wyner-Ziv video compression. 47-63 2010 25 Signal Process. Image Commun. 1 https://doi.org/10.1016/j.image.2009.09.004 db/journals/spic/spic25.html#FanACCZ10

Ngai-Man Cheung Xiaopeng Fan 0001 Oscar C. Au Man Cheung Kung Video Coding on Multicore Graphics Processors. 79-89 2010 27 IEEE Signal Process. Mag. 2 https://doi.org/10.1109/MSP.2009.935416 db/journals/spm/spm27.html#CheungFAK10

Xiaopeng Fan 0001 Oscar C. Au Ngai-Man Cheung Transform-Domain Adaptive Correlation Estimation (TRACE) for Wyner-Ziv Video Coding. 1423-1436 2010 20 IEEE Trans. Circuits Syst. Video Technol. 11 https://doi.org/10.1109/TCSVT.2010.2077472 db/journals/tcsv/tcsv20.html#FanAC10

David M. Chen Ngai-Man Cheung Sam S. Tsai Vijay Chandrasekhar 0001 Gabriel Takacs Ramakrishna Vedantham Radek Grzeszczuk Bernd Girod Dynamic selection of a feature-rich query frame for mobile video retrieval. 1017-1020 2010 ICIP https://doi.org/10.1109/ICIP.2010.5650653 conf/icip/2010 db/conf/icip/icip2010.html#ChenCTCTVGG10 Ngai-Man Cheung Antonio Ortega Gene Cheung Rate-distortion based reconstruction optimization in distributed source coding for interactive multiview video streaming. 3721-3724 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652672 conf/icip/2010 db/conf/icip/icip2010.html#CheungOC10 Vijay Chandrasekhar 0001 David M. Chen Andy Lin Gabriel Takacs Sam S. Tsai Ngai-Man Cheung Yuriy A. Reznik Radek Grzeszczuk Bernd Girod Comparison of local feature descriptors for mobile visual search. 3885-3888 2010 ICIP https://doi.org/10.1109/ICIP.2010.5649937 conf/icip/2010 db/conf/icip/icip2010.html#ChandrasekharCLTTCRGG10 Ngai-Man Cheung David M. Chen Vijay Chandrasekhar 0001 Sam S. Tsai Gabriel Takacs Sherif A. Halawa Bernd Girod Restoration of out-of-focus lecture video by automatic slide matching. 899-902 2010 ACM Multimedia https://doi.org/10.1145/1873951.1874108 conf/mm/2010 db/conf/mm/mm2010.html#CheungCCTTHG10 Sam S. Tsai David M. Chen Vijay Chandrasekhar 0001 Gabriel Takacs Ngai-Man Cheung Ramakrishna Vedantham Radek Grzeszczuk Bernd Girod Mobile product recognition. 1587-1590 2010 ACM Multimedia https://doi.org/10.1145/1873951.1874293 conf/mm/2010 db/conf/mm/mm2010.html#TsaiCCTCVGG10 Gene Cheung Antonio Ortega Ngai-Man Cheung Bernd Girod On media data structures for interactive streaming in immersive applications. 77440O 2010 VCIP https://doi.org/10.1117/12.863532 conf/vcip/2010 db/conf/vcip/vcip2010.html#CheungOCG10

Ngai-Man Cheung Oscar C. Au Man Cheung Kung Peter H. W. Wong Chun-Hung Liu Highly Parallel Rate-Distortion Optimized Intra-Mode Decision on Multicore Graphics Processors. 1692-1703 2009 19 IEEE Trans. Circuits Syst. Video Technol. 11 https://doi.org/10.1109/TCSVT.2009.2031515 db/journals/tcsv/tcsv19.html#CheungAKWL09

Xiaopeng Fan 0001 Oscar C. Au Mengyao Ma Ling Hou Jiantao Zhou 0001 Ngai-Man Cheung Transcoding based robust streaming of compressed video. 909-912 2009 ICASSP https://doi.org/10.1109/ICASSP.2009.4959732 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2009.4959732 conf/icassp/2009 db/conf/icassp/icassp2009.html#FanAMHZC09 Gene Cheung Ngai-Man Cheung Antonio Ortega Optimized frame structure using distributed source coding for interactive multiview video streaming. 1389-1392 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414623 conf/icip/2009 db/conf/icip/icip2009.html#CheungCO09 Xiaopeng Fan 0001 Oscar C. Au Ngai-Man Cheung Adaptive correlation estimation for general Wyner-Ziv video coding. 1409-1412 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414618 conf/icip/2009 db/conf/icip/icip2009.html#FanAC09 Ngai-Man Cheung Oscar C. Au Man Cheung Kung Xiaopeng Fan 0001 Parallel rate-distortion optimized intra mode decision on multi-core graphics processors using greedy-based encoding orders. 2309-2312 2009 ICIP https://doi.org/10.1109/ICIP.2009.5414475 conf/icip/2009 db/conf/icip/icip2009.html#CheungAKF09 Xiaopeng Fan 0001 Oscar C. Au Mengyao Ma Ling Hou Jiantao Zhou 0001 Ngai-Man Cheung On Improving the Robustness of Compressed Video by Slepian-Wolf based Lossless Transcoding. 884-887 2009 ISCAS https://doi.org/10.1109/ISCAS.2009.5117898 conf/iscas/2009 db/conf/iscas/iscas2009.html#FanAMHZC09 Ngai-Man Cheung Antonio Ortega Gene Cheung Distributed source coding techniques for interactive multiview video streaming. 1-4 2009 PCS https://doi.org/10.1109/PCS.2009.5167460 conf/pcs/2009 db/conf/pcs/pcs2009.html#CheungOC09

Ngai-Man Cheung Huisheng Wang Antonio Ortega Sampling-Based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints. 2122-2137 2008 17 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2008.2004619 https://www.wikidata.org/entity/Q47263442 db/journals/tip/tip17.html#CheungWO08

Ngai-Man Cheung Antonio Ortega Flexible Video Decoding: A Distributed Source Coding Approach. 103-106 2007 MMSP https://doi.org/10.1109/MMSP.2007.4412828 conf/mmsp/2007 db/conf/mmsp/mmsp2007.html#CheungO07

Huisheng Wang Ngai-Man Cheung Antonio Ortega A Framework for Adaptive Scalable Video Coding Using Wyner-Ziv Techniques. 2006 2006 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/ASP/2006/60971 https://www.wikidata.org/entity/Q114829965 db/journals/ejasp/ejasp2006.html#WangCO06

Ngai-Man Cheung Caimu Tang Antonio Ortega Cauligi S. Raghavendra Efficient wavelet-based predictive Slepian-Wolf coding for hyperspectral imagery. 3180-3195 2006 86 Signal Process. 11 https://doi.org/10.1016/j.sigpro.2006.03.016 db/journals/sigpro/sigpro86.html#CheungTOR06

Ngai-Man Cheung Antonio Ortega A Model-Based Approach to Correlation Estimation Inwavelet-Based Distributed Source Coding with Application to Hyperspectral Imagery. 613-616 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312410 db/conf/icip/icip2006.html#CheungO06 Caimu Tang Ngai-Man Cheung Antonio Ortega Cauligi S. Raghavendra Efficient Inter-Band Prediction and Wavelet Based Compression for Hyperspectral Imagery: A Distributed Source Coding Approach. 437-446 2005 conf/dcc/2005 DCC https://doi.org/10.1109/DCC.2005.36 https://doi.ieeecomputersociety.org/10.1109/DCC.2005.36 db/conf/dcc/dcc2005.html#TangCOR05 Ngai-Man Cheung Huisheng Wang Antonio Ortega Correlation estimation for distributed source coding under information exchange constraints. 682-685 2005 conf/icip/2005 ICIP (2) https://doi.org/10.1109/ICIP.2005.1530147 db/conf/icip/icip2005-2.html#CheungWO05 Ngai-Man Cheung Yuji Itoh Configurable variable length code with genetic algorithms. 689-692 2002 conf/icip/2002 ICIP (3) db/conf/icip/icip2002-3.html#CheungI02 https://doi.org/10.1109/ICIP.2002.1039065 Ngai-Man Cheung Yuji Itoh Configurable variable length code for video coding. 1805-1808 2001 ICASSP https://doi.org/10.1109/ICASSP.2001.941292 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2001.941292 conf/icassp/2001 db/conf/icassp/icassp2001.html#CheungI01 Yuji Itoh Ngai-Man Cheung Universal Variable Length Code for DCT Coding. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#ItohC00 https://doi.org/10.1109/ICIP.2000.901115 940-943 Steven Trautmann Ngai-Man Cheung Christopher Poletto Applications of the Processor Enhanced Memory Module for Music Signal Processing. 1999 ICMC https://hdl.handle.net/2027/spo.bbp2372.1999.347 conf/icmc/1999 db/conf/icmc/icmc1999.html#TrautmannCP99 Ngai-Man Cheung Tsugio Kawashima Yoshihide Iwata Steven Trautmann Jeff Tsay Basavaraj I. Pawate Software MPEG-2 video decoder on a DSP Enhanced Memory Module. 661-666 1999 MMSP https://doi.org/10.1109/MMSP.1999.793941 conf/mmsp/1999 db/conf/mmsp/mmsp1999.html#CheungKITTP99 Ngai-Man Cheung Steven Trautmann Andrew Horner Head-related transfer function modeling in 3-D sound systems with genetic algorithms. 3529-3532 1998 ICASSP https://doi.org/10.1109/ICASSP.1998.679630 conf/icassp/1998 db/conf/icassp/icassp1998.html#CheungTH98 Ngai-Man Cheung Steven Trautmann Genetic algorithm approach to head-related transfer functions modeling in 3-D sound system. 83-88 1997 MMSP https://doi.org/10.1109/MMSP.1997.602617 conf/mmsp/1997 db/conf/mmsp/mmsp1997.html#CheungT97 Steven Trautmann Ngai-Man Cheung Wavetable music synthesis for multimedia and beyond. 89-94 1997 MMSP https://doi.org/10.1109/MMSP.1997.602618 conf/mmsp/1997 db/conf/mmsp/mmsp1997.html#TrautmannC97 Andrew Horner Ngai-Man Cheung James W. Beauchamp Genetic Algorithm Optimization of Additive Synthesis Envelope Breakpoints and Group Synthesis Parameters. 1995 ICMC https://hdl.handle.net/2027/spo.bbp2372.1995.062 conf/icmc/1995 db/conf/icmc/icmc1995.html#HornerCB95 Hadi Mohammadzadeh Abachi Milad Abdollahzadeh Selin Damla Ahipasaoglu Mohammad Akbari Justin Albrethsen Ira Assent Oscar C. Au G. Sateesh BabuGiduthuri Sateesh Babu Jeff Bach James W. Beauchamp Alexander Binder Pascal Bouvry Matthias R. Brust Tuan-Anh Bui Quoc-Anh Bui-Huynh Tri Cao Keshigeyan Chandrasegaran Vijay Chandrasekhar 0001 Lynette Cheah Chang Wen Chen David M. Chen Huizhong Chen Junliang Chen 0001 Nancy F. Chen Yan Chen 0007 Yueru Chen Zhao Chen 0005 Bo Cheng 0001 Gene Cheung Giacomo Dalla Chiara Penny Chong Seong-Ping Chuah Thilini Cooray Jingjing Dai Siyang Dai Wei Dai 0002 Ailin Deng Luis Fernando D'Haro Henghui Ding Jiatao Ding Thanh-Toan Do Anh-Dzung DoanAnh-Zung Doan Chandler Timm C. Doloriel Wanqi Dong Chao Du Ling-Yu DuanLingyu Duan Lingjie Duan Khoa Duong S. Ebrahimkhani Somayeh Ebrahimkhani Evan C. Ehrenberg Yuval Elovici Xiaopeng Fan 0001 Jun Fang 0001 Lu Fang 0001 Pascal Frossard Jingze Ge Xue Geng Shahram Ghahremani Hamed Alizadeh Ghazijahani Bernd Girod Radek Grzeszczuk Yiluan Guo Sherif A. Halawa Koh Jun Hao Ali Hashemi 0002 Sy-Tuyen Ho Tuan Hoang Bryan Hooi Andrew Horner Saeid Hosseini Ling Hou Houjing Huang Shisheng Huang Alfonso Iacovazzi Sahar Iravani Yuji Itoh Yoshihide Iwata Xinghao Jiang Xudong Jiang 0001 Mohammadreza KangavariMohammad Reza Kangavari 0001 Aggelos K. Katsaggelos Tsugio Kawashima Leila Khalatbari Manas Khatua Dawn Chin-Ing Koh Chenqi Kong Alex ChiChung KotAlex C. Kot Kingsley Kuan Man Cheung Kung C.-C. Jay Kuo Sebastian Lapuschkin Huu LeHuu M. Le Khoa Le Hyowon Lee 0001 Kheng Hock Lee Kwot Sin Lee Kan Pak Leng Wei Kiat Leong Chongxuan Li Hongdong Li Houqiang Li Jiaying Li 0001 Liyuan Li Ren Li Zhaoxu Li Kristian Hovde Liland Joo-Hwee Lim Swee Kiat Lim Andy Lin Jie Lin 0001 Min Lin Wen-Yan Lin Yao-Chung Lin Chao Liu Chun-Hung Liu Guimeng Liu Jun Liu 0036 Rui Liu 0034 Siying Liu Yun Liu 0011 Yi Loo Lian Leng Low Wei Lu 0011 Anh Tuan Luu Mengyao Ma Rui Ma Xinda Ma Fadi Al Machot Thomas L. Magnanti Son T. Mai Mina Makar Touba MalekzadehTooba Malekzadeh Bappaditya Mandal Gaurav Manek Wang Zhe Mark Mojtaba Amiri Maskouni Yasuyuki Matsushita Saurabh Misra Seyed-Mohsen Moosavi-Dezfooli Benedicte Motz Sanath Narayan Karthik Natarajan Hossein Nejati Kok Pin Ng W. L. Ng A. C. Y. Ngo Thanh Duc Ngo Y. Y. Nguwi Duc Thanh Nguyen Ngoc-Bao Nguyen Phat Nguyen Quoc-Nam Nguyen Tam V. Nguyen 0002 Trung-Kien Nguyen Javad Musevi Niya Antonio Ortega Derek Pang Tianyu Pang Raj PawateBasavaraj I. Pawate Trung Pham Trung T. Pham Georgios Piliouras Christopher Poletto Victor Pomponiu Saeed Najafi Pour Tony Q. S. Quek Cauligi S. Raghavendra Mathieu Ravaut Ian D. Reid 0001 Changhao Ren Mostafa Rezazad Yuriy A. Reznik Peter Richtárik Michael Riegler 0001 Gemma Roig Mohammad Rostami Liu Rui Justin Ruths Shazia Sadiq Seyed Hamid Safavi Wojciech Samek Phyo Phyo San Georg Schroth Kim Seokhwan Hadi Seyedarabi Lin Zhi Zheng Shawn Rajvir Sidhu Pawan Sinha Sibo Song Ricardo Sosa Eckehard G. Steinbach Huifang Sun Jiamei Sun Xin Sun 0003 Martin Takác 0001 Gabriel Takacs Aaron Tan Dang-Khoa Le Tan Mengxuan Tan Suat-Hoon Tan Yi Xiang Marcus Tan Caimu Tang Ketan Tang Chor Guan Teo Christopher T. H. Teo Dong Tian Teoh Teik Toe Ngoc-Trung Tran Quang D. Tran Viet-Hung Tran Steven Trautmann Minh-Huy Trinh Flora S. Tsai Sam S. Tsai Jeff Tsay Kleovoulos TsouridesKleovoulos Leo Tsourides Habib Ullah Hans Vandierendonck Ramakrishna Vedantham Bharadwaj Veeravalli Anthony Vetro Tuan Van Vo Hanli Wang Huisheng Wang Zhe Wang 0019 Bihan Wen Bree J. Westphal Robert Wijaya Peter Hon-Wah WongPeter H. W. Wong Feng Wu 0001 Jiyan Wu Min Wu 0008 Qiangqiang Wu Yijian Xiang Kaixin Xu Shuicheng Yan Linxiao Yang Pengfei Yang Xiao Yang 0028 Xulei Yang Hongxun Yao Kim-Hui Yap David K. Y. Yau Hongzhi Yin Cheah Huei Yoong Lu Yu 0003 Tianze Yu Yi Yu 0011 Fang Yuan Chau Yuen Jan Zahálka Zeng Zeng Juyong Zhang Yichen Zhang Yupeng Zhang Heng Zhao Jason Chen Zhao Yunqing Zhao Wang Zhe Haitian Zheng J. Zheng Jiantao Zhou 0001 Xiaofang Zhou 0001 Yiren Zhou Hongyuan Zhu 0002 Feng Zou 0006