| 2026 | AAAI | When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing. | Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong |
| 2025 | AAAI | CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception. | Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong |
| 2025 | AAAI | AI-generated Image Quality Assessment in Visual Communication. | Yu Tian, Yixuan Li, Baoliang Chen, Hanwei Zhu, Shiqi Wang, Sam Kwong |
| 2025 | CVPR | Decoupled Motion Expression Video Segmentation. | Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Sam Kwong, Wei Zhang |
| 2025 | GECCO | Generative Evolutionary Computation: An Automatic Gene Targeting Differential Evolution Via Genetic Programming. | Yi-Chao Huang, Xin-Xin Xu, Jian-Yu Li, Sam Kwong, Zhi-Hui Zhan, Jun Zhang |
| 2025 | ICASSP | An Efficient Sample Utilization Method for Deep Learning Based on Class Uncertainty. | Jinxin Huang, Qianhua He, Jiezhi Xu, Sam Kwong, Mingru Yang |
| 2025 | ICCV | Joint Semantic and Rendering Enhancements in 3D Gaussian Modeling with Anisotropic Local Encoding. | Jingming He, Chongyi Li, Shiqi Wang, Sam Kwong |
| 2025 | ICCV | MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation. | Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong |
| 2025 | ICML | SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. | Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace H. S. Ip, Sam Kwong |
| 2025 | SMC | Comparisons of Some Evolutionary Computation Algorithms for Prompt Optimization in Large Language Models. | Jian-Yu Li, Tian-Le Jin, Zhi-Hui Zhan, Sam Kwong, Jun Zhang |
| 2024 | AAAI | ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field. | Zhangkai Ni, Peiqi Yang, Wenhan Yang, Hanli Wang, Lin Ma, Sam Kwong |
| 2024 | CEC | A Review on Evolutionary Multiform Transfer Optimization. | Yinglan Feng, Liang Feng, Xiaoming Xue, Sam Kwong, Kay Chen Tan |
| 2024 | CEC | An Improved Gradient-Based Repair Method for Constrained Numerical Optimization. | Jing-Yu Ji, Sen Yang, Kwan-Yeung Lee, Billy Chiu, Man Leung Wong, Sam Kwong |
| 2024 | CEC | Tri-Objective Differential Evolution with Gradient Information Reused for Constrained Optimization. | Sen Yang, Zusheng Tan, Jing-Yu Ji, Haoran Xie, Man Leung Wong, Sam Kwong |
| 2024 | CVPR | CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration. | Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong |
| 2024 | ECCV | Strike a Balance in Continual Panoptic Segmentation. | Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho-Shing Ip, Sam Kwong |
| 2024 | ICML | Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset. | Shijie Lian, Ziyi Zhang, Hua Li, Wenjie Li, Laurence Tianruo Yang, Sam Kwong, Runmin Cong |
| 2024 | MMSP | Reveal Fluidity Behind Frames: A Multi-Modality Framework for Action Quality Assessment. | Siyuan Xu, Peilin Chen, Yue Liu, Meng Wang, Shiqi Wang, Sam Kwong |
| 2024 | SMC | Surrogate-Assisted Differential Evolution for Expensive Equality Constrained Optimization. | Jing-Yu Ji, Wei-Jie Yu, Man-Leung Wong, Sam Kwong |
| 2024 | SMC | Matrix-Based Ant Colony System for Traveling Salesman Problem. | Xu Li, Jian-Yu Li, Chun-Hua Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang |
| 2024 | SMC | Conflict-Free Genetic Algorithm with Nash Equilibrium Seeking for Game-Based Battery Swapping Station Recommendation. | Chang-Long Sun, Xin-Xin Xu, Chun-Hua Chen, Jun Hong, Zhenan He, Dengxiu Yu, Sam Kwong, Zhi-Hui Zhan |
| 2024 | VCIP | Early Determination for Intra Block Copy Prediction with Refined Screen Content Detection. | Zhenhao Sun, Meng Wang, Yingwen Zhang, Shiqi Wang, Sam Kwong |
| 2023 | ICCV | WaterMask: Instance Segmentation for Underwater Imagery. | Shijie Lian, Hua Li, Runmin Cong, Suqi Li, Wei Zhang, Sam Kwong |
| 2023 | ICCV | Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment. | Fu-Zhao Ou, Baoliang Chen, Chongyi Li, Shiqi Wang, Sam Kwong |
| 2023 | SMC | Optimal Peaks Detected-Based Differential Evolution for Multimodal Optimization Problems. | Si-Jia Jie, Yi Jiang, Xin-Xin Xu, Sam Kwong, Jun Zhang, Zhi-Hui Zhan |
| 2022 | CVPR | Crowd Counting in the Frequency Domain. | Weibo Shu, Jia Wan, Kay Chen Tan, Sam Kwong, Antoni B. Chan |
| 2022 | ICIP | End-To-End Depth Map Compression Framework Via Rgb-To-Depth Structure Priors Learning. | Minghui Chen, Pingping Zhang, Zhuo Chen, Yun Zhang, Xu Wang, Sam Kwong |
| 2022 | ISCAS | Deep Video Compression for P-frame in Sub-sampled Color Spaces. | Rongqun Lin, Pingping Zhang, Meng Wang, Shiqi Wang, Sam Kwong |
| 2022 | SMC | A Novel Hierarchical Discourse Model for Scientific Article and It's Efficient Top-K Resampling-based Text Classification Approach. | Min Gao, Chun-Hua Chen, Zhi-Han Gao, Wei-Long Chen, Yuan Ren, Sam Kwong, Zhi-Hui Zhan |
| 2021 | CEC | EMT-ReMO: Evolutionary Multitasking for High-Dimensional Multi-Objective Optimization via Random Embedding. | Yinglan Feng, Liang Feng, Yaqing Hou, Kay Chen Tan, Sam Kwong |
| 2021 | ICASSP | Joint Reinforcement Learning and Game Theory Bitrate Control Method for 360-Degree Dynamic Adaptive Streaming. | Xuekai Wei, Mingliang Zhou, Sam Kwong, Hui Yuan, Tao Xiang |
| 2021 | PCS | Complexity-Configurable Learning-based Genome Compression. | Zhenhao Sun, Meng Wang, Shiqi Wang, Sam Kwong |
| 2021 | SMC | Multi-Exemplar Learning Particle Swarm Optimization for Regional Traffic Signal Timing Optimization with Multi-Intersections. | Zhuang-Jie Deng, Zhi-Hui Zhan, Sam Kwong, Jun Zhang |
| 2021 | SMC | Real Traffic Distance-Aware Logistics Scheduling. | Li-Jiao Wu, Zhi-Hui Zhan, Sam Kwong, Jun Zhang |
| 2020 | AAAI | Learning Light Field Angular Super-Resolution via a Geometry-Aware Network. | Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong |
| 2020 | CVPR | Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. | Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong |
| 2020 | CVPR | Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization. | Jing Jin, Junhui Hou, Jie Chen, Sam Kwong |
| 2020 | ECCV | PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling. | Yue Qian, Junhui Hou, Sam Kwong, Ying He |
| 2020 | ICASSP | Intra Frame Rate Control for Versatile Video Coding with Quadratic Rate-Distortion Modelling. | Yi Chen, Sam Kwong, Mingliang Zhou, Shiqi Wang, Guopu Zhu, Yi Wang |
| 2020 | ICASSP | Just Noticeable Distortion Based Perceptually Lossless Intra Coding. | Xuelin Shen, Xinfeng Zhang, Shiqi Wang, Sam Kwong, Guopu Zhu |
| 2020 | SMC | Particle Swarm Optimization with Hybrid Ring Topology for Multimodal Optimization Problems. | Zong-Gan Chen, Zhi-Hui Zhan, Dong Liu, Sam Kwong, Jun Zhang |
| 2020 | SMC | A Tripartite Theory of Trustworthiness for Autonomous Systems. | Yingxu Wang, Svetlana N. Yanushkevich, Ming Hou, Konstantinos N. Plataniotis, Mark Coates, Marina L. Gavrilova, Yaoping Hu, Fakhri Karray, Henry Leung, Arash Mohammadi, Sam Kwong, Edward W. Tunstel, Ljiljana Trajkovic, Imre J. Rudas, Janusz Kacprzyk |
| 2019 | CVPR | Learning to Explore Intrinsic Saliency for Stereoscopic Video. | Qiudan Zhang, Xu Wang, Shiqi Wang, Shikai Li, Sam Kwong, Jianmin Jiang |
| 2019 | DCC | Extended Quad-Tree Partitioning for Future Video Coding. | Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong, Siwei Ma |
| 2019 | ICASSP | Fast Coding Unit Decision for Intra Screen Content Coding Based on Ensemble Learning. | Yali Xue, Xu Wang, Linwei Zhu, Zhaoqing Pan, Sam Kwong |
| 2019 | ICIP | Compressed Image Quality Assessment Based on Saak Features. | Xinfeng Zhang, Sam Kwong, C.-C. Jay Kuo |
| 2019 | SMC | Incremental Hashing with Undersampling. | Xiaoxia Jiang, Wing W. Y. Ng, Xing Tian, Sam Kwong, Hui Wang |
| 2018 | ICIP | Complexity Control for HEVC Inter Coding Based on Two-Level Complexity Allocation and Mode Sorting. | Jia Zhang, Sam Kwong, Tiesong Zhao, Xu Wang, Shiqi Wang |
| 2017 | CEC | An efficient batch expensive multi-objective evolutionary algorithm based on Decomposition. | Xi Lin, Qingfu Zhang, Sam Kwong |
| 2017 | GECCO | Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression. | Mengyuan Wu, Sam Kwong, Yuheng Jia, Ke Li, Qingfu Zhang |
| 2017 | ICIP | Study of subjective and objective quality assessment for screen content images. | Xu Wang, Lei Cao, Yingying Zhu, Yun Zhang, Jianmin Jiang, Sam Kwong |
| 2017 | ICONIP | A Generalized I-ELM Algorithm for Handling Node Noise in Single-Hidden Layer Feedforward Networks. | Hiu Tung Wong, Chi-Sing Leung, Sam Kwong |
| 2017 | ISNN | Noise Resistant Training for Extreme Learning Machine. | Yik Lam Lui, Hiu Tung Wong, Chi-Sing Leung, Sam Kwong |
| 2017 | VCIP | Multi-class ranking based most probable prediction unit selection for HEVC encoding. | Linwei Zhu, Sam Kwong, Yun Zhang, Xu Wang, Shiqi Wang |
| 2016 | CEC | A decomposition based multiobjective evolutionary algorithm with classification. | Xi Lin, Qingfu Zhang, Sam Kwong |
| 2016 | CEC | Adaptive patch-based sparsity estimation for image via MOEA/D. | Yu Zhou, Sam Kwong, Qingfu Zhang, Mengyuan Wu |
| 2016 | ICMLC | Multiscale phase congruency analysis for image edge visual saliency detection. | Wei Gao, Sam Kwong, Yu Zhou, Yuheng Jia, Jia Zhang, Wenhui Wu |
| 2016 | SMC | Phase Congruency based edge saliency detection and rate control for perceptual image and video coding. | Wei Gao, Sam Kwong |
| 2016 | VCIP | Complex singular value decomposition based stereoscopic image quality assessment. | Xu Wang, Lei Cao, Lin Ma, Yu Zhou, Sam Kwong |
| 2015 | SMC | Fast Transform Unit Depth Decision Based on Quantized Coefficients for HEVC. | Zhaoqing Pan, Jianjun Lei, Yun Zhang, Wenjie Yan, Sam Kwong |
| 2015 | SMC | Efficient Intra and Most Probable Mode (MPM) Selection Based on Statistical Texture Features. | Junaid Tariq, Sam Kwong |
| 2015 | SMC | Hybrid Fast Intra Mode Decision and Early Termination of Prediction Unit (PU) Splitting for HEVC. | Junaid Tariq, Sam Kwong |
| 2015 | SMC | Smooth View Quality Oriented Bit Allocation Optimization for 3D Video Coding. | Xu Wang, Sam Kwong, Wei Gao, Yu Zhou, Hui Yuan, Yun Zhang |
| 2015 | SMC | Active Learning Based on Single-Hidden Layer Feed-Forward Neural Network. | Ran Wang, Sam Kwong, Qingshan Jiang, Ka-Chun Wong |
| 2015 | SMC | Two-Level Stable Matching-Based Selection in MOEA/D. | Mengyuan Wu, Sam Kwong, Qingfu Zhang, Ke Li, Ran Wang, Bo Liu |
| 2014 | ICIP | Fast Coding Tree Unit depth decision for high efficiency video coding. | Zhaoqing Pan, Sam Kwong, Yun Zhang, Jianjun Lei, Hui Yuan |
| 2014 | ICMLC | AN indicator-based selection multi-objective evolutionary algorithm with preference for multi-class ensemble. | Jingjing Cao, Sam Kwong, Ran Wang, Ke Li |
| 2013 | ICASSP | Early termination for TZSearch in HEVC Motion Estimation. | Zhaoqing Pan, Yun Zhang, Sam Kwong, Xu Wang, Long Xu |
| 2012 | ICMLC | A weighted voting method using minimum square error based on Extreme Learning Machine. | Jingjing Cao, Sam Kwong, Ran Wang, Ke Li |
| 2012 | ICMLC | Fuzzy rough sets based uncertainty measuring for stream based active learning. | Ran Wang, Sam Kwong, Degang Chen, Qiang He |
| 2012 | SMC | Multi-objective differential evolution with self-navigation. | Ke Li, Sam Kwong, Ran Wang, Jingjing Cao, Imre J. Rudas |
| 2011 | GECCO | JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii. | Ke Li, Sam Kwong, Kim-Fung Man |
| 2011 | ICMLC | A new method for multi-class support vector machines by training least number of classifiers. | Ran Wang, Sam Kwong, Degang Chen |
| 2011 | ICMLC | Novel algorithms of attribute reduction for variable precision rough set. | Yanyan Yang, Degang Chen, Sam Kwong |
| 2011 | SMC | Combining interpretable fuzzy rule-based classifiers via multi-objective hierarchical evolutionary algorithm. | Jingjing Cao, Hanli Wang, Sam Kwong, Ke Li |
| 2011 | VCIP | Considering binocular spatial sensitivity in stereoscopic image quality assessment. | Xu Wang, Sam Kwong, Yun Zhang |
| 2011 | VCIP | Priority pyramid based bit allocation for multiview video coding. | Long Xu, Sam Kwong, Tiesong Zhao, Yu Zhou |
| 2010 | ICIP | Fast inter-layer mode decision in Scalable Video Coding. | Tiesong Zhao, Hanli Wang, Sam Kwong |
| 2010 | ICIP | Probability-based coding mode prediction for H.264/AVC. | Tiesong Zhao, Hanli Wang, Sam Kwong, Sudeng Hu |
| 2010 | ICMLC | Image thresholding based on Random spatial sampling and Majority voting. | Yi Hong, Hanli Wang, Sam Kwong |
| 2010 | ICMLC | Sample selection based on maximum entropy for support vector machines. | Ran Wang, Sam Kwong |
| 2010 | SMC | Active learning based on support vector machines. | Ran Wang, Sam Kwong, Qiang He |
| 2009 | ICASSP | Decision-based median filter using k-nearest noise-free pixels. | Yi Hong, Sam Kwong, Hanli Wang |
| 2008 | CEC | Probabilistic and Graphical Model based Genetic Algorithm Driven Clustering with Instance-level Constraints. | Yi Hong, Sam Kwong, Hanli Wang, Qingsheng Ren, Yuchou Chang |
| 2008 | CEC | SVPCGA: Selection on virtual population based compact genetic algorithm. | Yi Hong, Sam Kwong, Hanli Wang, Zhihui Xie, Qingsheng Ren |
| 2008 | GECCO | Data clustering using virtual population based incremental learning algorithm with similarity matrix encoding strategy. | Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren |
| 2008 | GECCO | Genetic-guided semi-supervised clustering algorithm with instance-level constraints. | Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren |
| 2007 | CEC | A comprehensive comparison between real population based tournament selection and virtual population based tournament selection. | Yi Hong, Sam Kwong, Qingsheng Ren, Yi Xiong Wang |
| 2007 | CEC | Over-Selection: An attempt to boost EDA under small population size. | Yi Hong, Sam Kwong, Qingsheng Ren, Xiong Wang |
| 2007 | ICASSP | Gaussian Model Based Approach to Reducing DCT Computations in H.264. | Hanli Wang, Sam Kwong |
| 2007 | ICASSP | A Rate-Distortion Optimization Algorithm for Rate Control in H.264. | Hanli Wang, Sam Kwong |
| 2007 | IWDW | Design an Aperiodic Stochastic Resonance Signal Processor for Digital Watermarking. | Shuifa Sun, Bang Jun Lei, Sheng Zheng, Sam Kwong, Xuejun Zhou |
| 2006 | ICIP | Effectively Detecting All-Zero DCT Blocks for H.264 Optimization. | Hanli Wang, Sam Kwong, Chi-Wah Kok |
| 2006 | ICPR | Multi-Objective Evolutionary Clustering using Variable-Length Real Jumping Genes Genetic Algorithm. | Kazi Shah Nawaz Ripon, Chi-Ho Tsang, Sam Kwong, Man-Ki Ip |
| 2006 | IJCNN | Multi-Objective Evolutionary Job-Shop Scheduling Using Jumping Genes Genetic Algorithm. | Kazi Shah Nawaz Ripon, Chi-Ho Tsang, Sam Kwong |
| 2006 | IJCNN | Multi-Objective Data Clustering using Variable-Length Real Jumping Genes Genetic Algorithm and Local Search Method. | Kazi Shah Nawaz Ripon, Chi-Ho Tsang, Sam Kwong |
| 2006 | ISCAS | Two-dimensional angle and polarization estimation using ESPRIT without pairing. | Fangjiong Chen, Sam Kwong, Chi-Wah Kok |
| 2006 | ISCAS | Fast video coding based on Gaussian model of DCT coefficients. | Hanli Wang, Sam Kwong, Chi-Wah Kok |
| 2006 | VTC | Blind IR Channel Equalization Based on Second-Order Statistics. | Fangjiong Chen, Sam Kwong, Wenfei Nie, Gang Wei, Fei Ji |
| 2005 | ICDM | Anomaly Intrusion Detection Using Multi-Objective Genetic Fuzzy System and Agent-Based Evolutionary Computation Framework. | Chi-Ho Tsang, Sam Kwong, Hanli Wang |
| 2005 | ISCAS | A class of space-time code for blind detection. | Fangjiong Chen, Man-Wai Kwan, Chi-Wah Kok, Sam Kwong |
| 2004 | GECCO | Optimization of Gaussian Mixture Model Parameters for Speaker Identification. | Q. Y. Hong, Sam Kwong, Hanli Wang |
| 2004 | ICASSP | Discriminative training for speaker identification based on maximum model distance algorithm. | Q. Y. Hong, Sam Kwong |
| 2004 | ISCAS | Using invisible watermarks to protect visibly watermarked images. | Yongjian Hu, Sam Kwong, Jiwu Huang |
| 2003 | GECCO | Optimization of Spare Capacity in Survivable WDM Networks. | H. W. Chong, Sam Kwong |
| 2003 | GECCO | Control of a Flexible Manipulator Using a Sliding Mode Controller with Genetic Algorithm Tuned Manipulator Dimension. | Ngai Ming Kwok, Sam Kwong |
| 2003 | ISCAS | An image fusion based visible watermarking algorithm. | Yongjian Hu, Sam Kwong |
| 2003 | ISCAS | Geometric moment in image watermarking. | Zhang Li, Sam Kwong, Gang Wei |
| 2003 | IWDW | Image Fusion Based Visible Watermarking Using Dual-Tree Complex Wavelet Transform. | Yongjian Hu, Jiwu Huang, Sam Kwong, Yiu-Keung Chan |
| 2003 | IWDW | An Intelligent Watermark Detection Decoder Based on Independent Component Analysis. | Zhang Li, Sam Kwong, Marian Choy, Wei-wei Xiao, Ji Zhen, Ji-hong Zhang |
| 2002 | GECCO | A Genetic Algorithm For Joint Optimization Of Spare Capacity And Delay In Self-healing Network. | H. W. Chong, Sam Kwong |
| 2002 | GECCO | Optimization Of CDMA Based Wireless System. | Alex C. H. Ho, Sam Kwong |
| 2002 | IWDW | The Design and Application of DWT-Domain Optimum Decoders. | Yongjian Hu, Sam Kwong, Yiu-Keung Chan |
| 2001 | ICIP | Lossy and lossless compression for color-quantized images. | Xin Chen, Sam Kwong, Ju-fu Feng |
| 2000 | GECCO | A Fault-tolerant Multicast Routing Algorithm in ATM Networks. | Sam Kwong, S. S. Chan |
| 2000 | RECOMB | A compression algorithm for DNA sequences and its applications in genome comparison. | Xin Chen, Sam Kwong, Ming Li |
| 1997 | ICASSP | Optimization of HMM by a genetic algorithm. | Chak-Wai Chau, Sam Kwong, C. K. Diu, Wolfgang R. Fahrner |
| 1995 | RSP | Development of a real-time motion image encoder using codesign methodology. | Chak-Wai Chau, Sam Kwong, Kim-Fung Man, Wolfgang A. Halang, Alexander D. Stoyen |
| 1993 | ISCAS | Discrete utterance recognition based on nonlinear model identification with single layer neural networks. | Sam Kwong, Yiu-Keung Chan, Gang Wei, Jing-Zheng Ouyang |