| 2026 | AAAI | SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision. | Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex C. Kot, Xudong Jiang |
| 2026 | AAAI | From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge. | Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang |
| 2025 | AAAI | Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger. | Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot |
| 2025 | CVPR | Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual. | Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen |
| 2025 | CVPR | Pay Attention to the Foreground in Object-Centric Learning. | Pinzhuo Tian, Shengjie Yang, Hang Yu, Alex C. Kot |
| 2025 | CVPR | Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems. | Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang |
| 2025 | ICCV | Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking. | Qiangqiang Wu, Yi Yu, Chenqi Kong, Ziquan Liu, Jia Wan, Haoliang Li, Alex C. Kot, Antoni B. Chan |
| 2025 | ICIP | Towards Effective and Robust Unlearnable Examples Against Object Detection. | Chenyu Yi, Ruohan Meng, Haohang Peng, Bingquan Shen, Alex C. Kot |
| 2025 | ICML | MTL-UE: Learning to Learn Nothing for Multi-Task Learning. | Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot |
| 2025 | ISCAS | HRHuman: Tuning-Free Higher-Resolution Human Image Generation via Template Knowledge. | Ling Li, Lanqing Guo, Siyuan Yang, Qian Zheng, Yakun Ju, Weisi Lin, Alex C. Kot |
| 2024 | AAAI | Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency. | Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot |
| 2024 | AAAI | Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding. | Peijun Bao, Yong Xia, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot |
| 2024 | CVPR | Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining. | Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu |
| 2024 | CVPR | Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing. | Xun Lin, Shuai Wang, Rizhao Cai, Yizhong Liu, Ying Fu, Wenzhong Tang, Zitong Yu, Alex C. Kot |
| 2024 | CVPR | SinSR: Diffusion-Based Image Super-Resolution in a Single Step. | Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui Chau, Ziwei Liu, Yu Qiao, Alex C. Kot, Bihan Wen |
| 2024 | ECCV | E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation. | Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Alex C. Kot |
| 2024 | ECCV | BenchLMM: Benchmarking Cross-Style Visual Capability of Large Multimodal Models. | Rizhao Cai, Zirui Song, Dayan Guan, Zhenhao Chen, Yaohang Li, Xing Luo, Chenyu Yi, Alex C. Kot |
| 2024 | ECCV | STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning. | Hao Cheng, Siyuan Yang, Chong Wang, Joey Tianyi Zhou, Alex C. Kot, Bihan Wen |
| 2024 | ICANN | Unlearnable Examples Detection via Iterative Filtering. | Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot |
| 2024 | ICML | Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach. | Zhihao Li, Yufei Wang, Alex C. Kot, Bihan Wen |
| 2024 | ICML | Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. | Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot |
| 2023 | AAAI | Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization. | Peijun Bao, Wenhan Yang, Boon Poh Ng, Meng Hwa Er, Alex C. Kot |
| 2023 | CVPR | Raw Image Reconstruction with Learned Compact Metadata. | Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen |
| 2023 | CVPR | Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger. | Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot |
| 2023 | ICASSP | Unsupervised Deep Digital Staining for Microscopic Cell Images via Knowledge Distillation. | Ziwang Xu, Lanqing Guo, Shuyan Zhang, Alex C. Kot, Bihan Wen |
| 2023 | ICASSP | Towards Explainable Recommendation Via Bert-Guided Explanation Generator. | Huijing Zhan, Ling Li, Shaohua Li, Weide Liu, Manas Gupta, Alex C. Kot |
| 2023 | ICCV | Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. | Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex C. Kot |
| 2023 | ICCV | Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning. | Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot |
| 2023 | ICCV | Virtual Try-On with Pose-Garment Keypoints Guided Inpainting. | Zhi Li, Pengfei Wei, Xiang Yin, Zejun Ma, Alex C. Kot |
| 2023 | ICCV | ExposureDiffusion: Learning to Expose for Low-light Image Enhancement. | Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen |
| 2023 | ICIP | Enhancing Low-Light Images Using Infrared Encoded Images. | Shulin Tian, Yufei Wang, Renjie Wan, Wenhan Yang, Alex C. Kot, Bihan Wen |
| 2023 | ICLR | Temporal Coherent Test Time Optimization for Robust Video Classification. | Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot |
| 2023 | Interspeech | Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers. | Nithish Muthuchamy Selvaraj, Xiaobao Guo, Adams Wai-Kin Kong, Bingquan Shen, Alex C. Kot |
| 2023 | ISCAS | Removing Image Artifacts From Scratched Lens Protectors. | Yufei Wang, Renjie Wan, Wenhan Yang, Bihan Wen, Lap-Pui Chau, Alex C. Kot |
| 2022 | AAAI | Low-Light Image Enhancement with Normalizing Flow. | Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot |
| 2022 | CVPR | Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond. | Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot |
| 2022 | FUSION | An Improved Two-Stage Based Multi-frame Track-Before-Detect Algorithm in Radar systems. | Wujun Li, Kah Chan Teh, Desheng Zhang, Xiujuan Lu, Wei Yi, Alex C. Kot |
| 2022 | ICIP | Adversarial Pairwise Reverse Attention for Camera Performance Imbalance in Person Re-Identification: New Dataset And Metrics. | Eugene P. W. Ang, Shan Lin, Rahul Ahuja, Nemath Ahmed, Alex C. Kot |
| 2021 | BMVC | DEX: Domain Embedding Expansion for Generalized Person Re-identification. | Eugene P. W. Ang, Shan Lin, Alex C. Kot |
| 2021 | CVPR | Panoramic Image Reflection Removal. | Yuchen Hong, Qian Zheng, Lingran Zhao, Xudong Jiang, Alex C. Kot, Boxin Shi |
| 2021 | CVPR | Single Image Reflection Removal With Absorption Effect. | Qian Zheng, Boxin Shi, Jinnan Chen, Xudong Jiang, Ling-Yu Duan, Alex C. Kot |
| 2021 | ICCV | Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning. | Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot |
| 2021 | ICIP | AI-GAN: Attack-Inspired Generation of Adversarial Examples. | Tao Bai, Jun Zhao, Jinlin Zhu, Shoudong Han, Jiefeng Chen, Bo Li, Alex C. Kot |
| 2021 | ICIP | Multi-Scale Feature Guided Low-Light Image Enhancement. | Lanqing Guo, Renjie Wan, Guan-Ming Su, Alex C. Kot, Bihan Wen |
| 2020 | CVPR | Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras. | Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot |
| 2020 | CVPR | Reflection Scene Separation From a Single Image. | Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot |
| 2020 | CVPR | What Does Plate Glass Reveal About Camera Calibration? | Qian Zheng, Jinnan Chen, Zhan Lu, Boxin Shi, Xudong Jiang, Kim-Hui Yap, Ling-Yu Duan, Alex C. Kot |
| 2020 | ECCV | Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-order Feature Analysis. | Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot |
| 2020 | ECCV | Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation. | Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex C. Kot |
| 2020 | ICANN | A New Efficient Finger-Vein Verification Based on Lightweight Neural Network Using Multiple Schemes. | Haocong Zheng, Yongjian Hu, Beibei Liu, Guang Chen, Alex C. Kot |
| 2020 | ICASSP | Heterogeneous Domain Generalization Via Domain Mixup. | Yufei Wang, Haoliang Li, Alex C. Kot |
| 2020 | ICIP | Data Representation in Hybrid Coding Framework for Feature Maps Compression. | Zhuo Chen, Ling-Yu Duan, Shiqi Wang, Weisi Lin, Alex C. Kot |
| 2020 | ICIP | Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition. | Jiashu Liao, Alex C. Kot, Tanaya Guha, Victor Sanchez |
| 2020 | VCIP | Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training. | Chenyu Yi, Haoliang Li, Renjie Wan, Alex C. Kot |
| 2020 | VCIP | The Enhancement of Underexposed Images with Blurred Reflectance. | Jinchao Zhou, Renjie Wan, Haoliang Li, Alex C. Kot |
| 2019 | AAAI | Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding. | Haoliang Li, Sinno Jialin Pan, Renjie Wan, Alex C. Kot |
| 2019 | ICASSP | Detection of Real-world Fights in Surveillance Videos. | Mauricio Perez, Alex C. Kot, Anderson Rocha |
| 2019 | ICCV | Learning to Jointly Generate and Separate Reflections. | Daiqian Ma, Renjie Wan, Boxin Shi, Alex C. Kot, Lingyu Duan |
| 2019 | ICCV | SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks. | Qian Zheng, Yiming Jia, Boxin Shi, Xudong Jiang, Lingyu Duan, Alex C. Kot |
| 2019 | ICIG | Attention to Head Locations for Crowd Counting. | Youmei Zhang, Chunluan Zhou, Faliang Chang, Alex C. Kot, Wei Zhang |
| 2019 | ICIP | Fashion Recommendation on Street Images. | Huijing Zhan, Boxin Shi, Jiawei Chen, Qian Zheng, Ling-Yu Duan, Alex C. Kot |
| 2019 | ICIP | Denoising Adversarial Networks for Rain Removal and Reflection Removal. | Qian Zheng, Boxin Shi, Xudong Jiang, Ling-Yu Duan, Alex C. Kot |
| 2019 | ISCAS | Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition. | Heng Zhao, Kim-Hui Yap, Alex C. Kot, Lingyu Duan, Ngai-Man Cheung |
| 2019 | VCIP | Semantic Segmentation via Domain Adaptation with Global Structure Embedding. | Tianyi Zhang, Guosheng Lin, Jianfei Cai, Alex C. Kot |
| 2019 | VCIP | Task-in-all Domain Adaptation for Semantic Segmentation. | Tianyi Zhang, Jingyi Yang, Chuanxia Zheng, Guosheng Lin, Jianfei Cai, Alex C. Kot |
| 2018 | BMVC | Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. | Shan Lin, Haoliang Li, Chang-Tsun Li, Alex C. Kot |
| 2018 | CVPR | SSNet: Scale Selection Network for Online 3D Action Prediction. | Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot |
| 2018 | CVPR | Domain Generalization With Adversarial Feature Learning. | Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot |
| 2018 | CVPR | Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification. | Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang |
| 2018 | CVPR | CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. | Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot |
| 2017 | BMVC | DeepShoe: A Multi-Task View-Invariant CNN for Street-to-Shop Shoe Retrieval. | Huijing Zhan, Boxin Shi, Alex C. Kot |
| 2017 | CVPR | Global Context-Aware Attention LSTM Networks for 3D Action Recognition. | Jun Liu, Gang Wang, Ping Hu, Ling-Yu Duan, Alex C. Kot |
| 2017 | ICASSP | A novel LBP-based Color descriptor for face recognition. | Ze Lu, Xudong Jiang, Alex C. Kot |
| 2017 | ICCV | Benchmarking Single-Image Reflection Removal Algorithms. | Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot |
| 2017 | ICIP | Deep regional feature pooling for video matching. | Yan Bai, Jie Lin, Vijay Chandrasekhar, Yihang Lou, Shiqi Wang, Ling-Yu Duan, Tiejun Huang, Alex C. Kot |
| 2017 | ICIP | Street-to-shop shoe retrieval with multi-scale viewpoint invariant triplet network. | Huijing Zhan, Boxin Shi, Alex C. Kot |
| 2017 | ISCAS | Cross-domain shoe retrieval using a three-level deep feature representation. | Huijing Zhan, Boxin Shi, Alex C. Kot |
| 2017 | VCIP | Action proposals using hierarchical clustering of super-trajectories. | Tianyi Zhang, Li Niu, Jianfei Cai, Alex C. Kot |
| 2016 | ICASSP | Efficient object feature selection for action recognition. | Tianyi Zhang, Yu Zhang, Jianfei Cai, Alex C. Kot |
| 2016 | ICIP | Depth of field guided reflection removal. | Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot |
| 2016 | ISCAS | Color space identification from single images. | Haoliang Li, Alex C. Kot, Leida Li |
| 2015 | ICASSP | Dominant SIFT: A novel compact descriptor. | Anh T. Tra, Weisi Lin, Alex C. Kot |
| 2015 | ISCAS | Image splicing localization based on blur type inconsistency. | Khosro Bahrami, Alex C. Kot |
| 2014 | ICASSP | Image tampering detection by exposing blur type inconsistency. | Khosro Bahrami, Alex C. Kot |
| 2014 | ICIP | Complementary feature extraction for branded handbag recognition. | Yan Wang, Sheng Li, Alex C. Kot |
| 2013 | ISCAS | Mobile media communication, processing, and analysis: A review of recent advances. | Wen Gao, Ling-Yu Duan, Jun Sun, Junsong Yuan, Yonggang Wen, Yap-Peng Tan, Jianfei Cai, Alex C. Kot |
| 2012 | AAMAS | A Dempster-Shafer theory based witness trustworthiness model. | Siyuan Liu, Alex C. Kot, Chunyan Miao, Yin Leng Theng |
| 2012 | ICASSP | Step-edge reconstruction using 2D finite rate of innovation principle. | Changsheng Chen, Pina Marziliano, Alex C. Kot |
| 2010 | ICASSP | Identification of recaptured photographs on LCD screens. | Hong Cao, Alex C. Kot |
| 2010 | ICASSP | Knowledge guided adaptive binarization for 2D barcode images captured by mobile phones. | Huijuan Yang, Alex C. Kot, Xudong Jiang |
| 2010 | ICIP | A quality measure of mobile phone captured 2D barcode images. | Changsheng Chen, Alex C. Kot, Huijuan Yang |
| 2010 | ICIP | Accurate localization of four extreme corners for barcode images captured by mobile phones. | Huijuan Yang, Xudong Jiang, Alex C. Kot |
| 2010 | ICIP | Dynamic window construction for the binarization of barcode images captured by mobile phones. | Huijuan Yang, Alex C. Kot, Xudong Jiang |
| 2010 | ISCAS | Mobile camera identification using demosaicing features. | Hong Cao, Alex C. Kot |
| 2010 | IWDW | Detection of Tampering Inconsistencies on Mobile Photos. | Hong Cao, Alex C. Kot |
| 2009 | ICASSP | Lossless data hiding for electronic ink. | Hong Cao, Alex C. Kot |
| 2009 | ICDAR | Impact of Alphabet Knowledge on Online Writer Identification. | Guo Xian Tan, Christian Viard-Gaudin, Alex C. Kot |
| 2009 | ICDAR | Information Retrieval Model for Online Handwritten Script Identification. | Guo Xian Tan, Christian Viard-Gaudin, Alex C. Kot |
| 2008 | ISCAS | Backward-forward distortion minimization for binary images data hiding. | Huijuan Yang, Alex C. Kot |
| 2007 | ICASSP | Steganalysis of Binary Cartoon Image using Distortion Measure. | Jun Cheng, Alex C. Kot, Susanto Rahardja |
| 2007 | ICASSP | Face Recognition Based on Discriminant Evaluation in the Whole Space. | Xudong Jiang, Bappaditya Mandal, Alex C. Kot |
| 2007 | ISCAS | Data Hiding For Binary Images Authentication By Considering A Larger Neighborhood. | Huijuan Yang, Alex C. Kot |
| 2006 | ICASSP | Two-Layer Binary Image Authentication With Tampering Localization. | Huijuan Yang, Alex C. Kot |
| 2005 | ICASSP | Steganalysis of binary text images. | Jun Cheng, Alex C. Kot, Jun Liu, Hong Cao |
| 2005 | ICASSP | Data Hiding For Text Document Image Authentication by Connectivity-Preserving. | Huijuan Yang, Alex C. Kot |
| 2005 | ICIP | Detection of data hiding in binary text images. | Jun Cheng, Alex C. Kot, Jun Liu, Hong Cao |
| 2005 | ICIP | Relationships and unification of binary images data-hiding methods. | Jun Liu, Huijuan Yang, Alex C. Kot |
| 2005 | ISCAS | Steganalysis of data hiding in binary text images. | Jun Cheng, Alex C. Kot, Jun Liu, Hong Cao |
| 2005 | ISCAS | Semi-fragile watermarking for text document images authentication. | Huijuan Yang, Alex C. Kot, Jun Liu |
| 2004 | ISCAS | Data hiding for bi-level documents using smoothing technique. | Huijuan Yang, Alex C. Kot |
| 2003 | ICASSP | Decision-feedback multiple-symbol differential detection of differential space-time modulation in continuously fading channels. | Cong Ling, Kwok Hung Li, Alex C. Kot |
| 2003 | ISCAS | Secure data hiding in binary document images for authentication. | Haiping Lu, Alex C. Kot, Jun Cheng |
| 2002 | ICPR | An Objective Distortion Measure for Binary Document Images Based on Human Visual Perceptio. | Haiping Lu, Jian Wang, Alex C. Kot, Yun Q. Shi |
| 2000 | GLOBECOM | Blind code timing estimation for DS-CDMA signals in unknown colored noise. | Yugang Ma, Kwok Hung Li, Alex C. Kot, G. T. Ye |
| 2000 | GLOBECOM | DS-CDMA synchronization with dual-antenna in unknown correlated noise. | Yugang Ma, G. T. Ye, Kwok H. Li, Alex C. Kot |
| 2000 | ICASSP | A novel approach to FM interference suppression in DS spread-spectrum communication systems. | H. W. Fung, Alex C. Kot, Kwok H. Li |
| 1999 | ICASSP | Error probabilities and performance comparisons of FFH/BFSK receivers with multitone jamming and AWGN. | Kah Chan Teh, Alex C. Kot, Kwok H. Li |
| 1997 | ICASSP | A new adaptive neural network multiuser detector in synchronous CDMA systems. | Guiqing He, Alex C. Kot |
| 1990 | ICASSP | Performance analysis of a high resolution time delay estimation algorithm. | Ivars P. Kirsteins, Alex C. Kot |
| 1987 | ICASSP | The statistical performance of state-variable balancing and Prony's method in parameter estimation. | Alex C. Kot, Sarangarajan Parthasarathy, Donald W. Tufts, Richard J. Vaccaro |
| 1987 | ICASSP | A perturbation theory for the analysis of SVD-based algorithms. | Richard J. Vaccaro, Alex C. Kot |