Reversible Data Hiding in Encrypted Images by Reserving Room Before Encryption. - Kede Ma; Weiming Zhang 001; Xianfeng Zhao; Nenghai Yu; Fenghua Li (IEEE Trans. Inf. Forensics Secur., 2013)

High dynamic range image tone mapping by optimizing tone mapped image quality index. - Kede Ma; Hojatollah Yeganeh; Kai Zeng 003; Zhou Wang 001 (ICME, 2014)

Perceptual evaluation of multi-exposure image fusion algorithms. - Kai Zeng 003; Kede Ma; Rania Hassen; Zhou Wang 001 (QoMEX, 2014)

Recursive code construction for reversible data hiding in DCT domain. - Biao Chen; Weiming Zhang 001; Kede Ma; Nenghai Yu (Multim. Tools Appl., 2014)

Reversibility improved data hiding in encrypted images. - Weiming Zhang 001; Kede Ma; Nenghai Yu (Signal Process., 2014)

Perceptual evaluation of single image dehazing algorithms. - Kede Ma; Wentao Liu 001; Zhou Wang 001 (ICIP, 2015)

Multi-exposure image fusion: A patch-wise approach. - Kede Ma; Zhou Wang 001 (ICIP, 2015)

No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics. - Yuming Fang; Kede Ma; Zhou Wang 001; Weisi Lin; Zhijun Fang; Guangtao Zhai (IEEE Signal Process. Lett., 2015)

A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images. - Shiqi Wang 001; Kede Ma; Hojatollah Yeganeh; Zhou Wang 001; Weisi Lin (IEEE Signal Process. Lett., 2015)

High Dynamic Range Image Compression by Optimizing Tone Mapped Image Quality Index. - Kede Ma; Hojatollah Yeganeh; Kai Zeng 003; Zhou Wang 001 (IEEE Trans. Image Process., 2015)

Perceptual Quality Assessment for Multi-Exposure Image Fusion. - Kede Ma; Kai Zeng 003; Zhou Wang 001 (IEEE Trans. Image Process., 2015)

Objective Quality Assessment for Color-to-Gray Image Conversion. - Kede Ma; Tiesong Zhao; Kai Zeng 003; Zhou Wang 001 (IEEE Trans. Image Process., 2015)

Group MAD Competition? A New Methodology to Compare Objective Image Quality Models. - Kede Ma; Qingbo Wu 001; Zhou Wang 001; Zhengfang Duanmu; Hongwei Yong; Hongliang Li 001; Lei Zhang 006 (CVPR, 2016)

Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. - Kede Ma; Huan Fu; Tongliang Liu; Zhou Wang 001; Dacheng Tao (CoRR, 2016)

Perceptual quality assessment of HDR deghosting algorithms. - Yuming Fang; Hanwei Zhu; Kede Ma; Zhou Wang 001 (ICIP, 2017)

Quality-of-Experience of Adaptive Video Streaming: Exploring the Space of Adaptations. - Zhengfang Duanmu; Kede Ma; Zhou Wang 001 (ACM Multimedia, 2017)

A Quality-of-Experience Index for Streaming Video. - Zhengfang Duanmu; Kai Zeng 003; Kede Ma; Abdul Rehman 001; Zhou Wang 001 (IEEE J. Sel. Top. Signal Process., 2017)

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models. - Kede Ma; Zhengfang Duanmu; Qingbo Wu 001; Zhou Wang 001; Hongwei Yong; Hongliang Li 001; Lei Zhang 006 (IEEE Trans. Image Process., 2017)

dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs. - Kede Ma; Wentao Liu 001; Tongliang Liu; Zhou Wang 001; Dacheng Tao (IEEE Trans. Image Process., 2017)

Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach. - Kede Ma; Hui Li 029; Hongwei Yong; Zhou Wang 001; Deyu Meng; Lei Zhang 006 (IEEE Trans. Image Process., 2017)

Unified Blind Quality Assessment of Compressed Natural, Graphic, and Screen Content Images. - Xiongkuo Min; Kede Ma; Ke Gu 001; Guangtao Zhai; Zhou Wang 001; Weisi Lin (IEEE Trans. Image Process., 2017)

Perceptual Depth Quality in Distorted Stereoscopic Images. - Jiheng Wang; Shiqi Wang 001; Kede Ma; Zhou Wang 001 (IEEE Trans. Image Process., 2017)

Blind Image Quality Assessment: Exploiting New Evaluation and Design Methodologies. - Kede Ma (2017)

Geometric Transformation Invariant Image Quality Assessment Using Convolutional Neural Networks. - Kede Ma; Zhengfang Duanmu; Zhou Wang 001 (ICASSP, 2018)

A Hybrid Quality Metric for Non-Integer Image Interpolation. - Jinling Chen; Yiwen Xu; Kede Ma; Huiwen Huang; Tiesong Zhao (QoMEX, 2018)

Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index. - Kede Ma; Zhengfang Duanmu; Hojatollah Yeganeh; Zhou Wang 001 (IEEE Trans. Computational Imaging, 2018)

Blind Image Quality Assessment Using Local Consistency Aware Retriever and Uncertainty Aware Evaluator. - Qingbo Wu 001; Hongliang Li 001; King N. Ngan; Kede Ma (IEEE Trans. Circuits Syst. Video Technol., 2018)

Quality-of-Experience for Adaptive Streaming Videos: An Expectation Confirmation Theory Motivated Approach. - Zhengfang Duanmu; Kede Ma; Zhou Wang 001 (IEEE Trans. Image Process., 2018)

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. - Kede Ma; Huan Fu; Tongliang Liu; Zhou Wang 001; Dacheng Tao (IEEE Trans. Image Process., 2018)

End-to-End Blind Image Quality Assessment Using Deep Neural Networks. - Kede Ma; Wentao Liu 001; Kai Zhang 008; Zhengfang Duanmu; Zhou Wang 001; Wangmeng Zuo (IEEE Trans. Image Process., 2018)

Blind Image Quality Assessment by Learning from Multiple Annotators. - Kede Ma; Xuelin Liu; Yuming Fang; Eero P. Simoncelli (ICIP, 2019)

Intrinsic Image Popularity Assessment. - Keyan Ding; Kede Ma; Shiqi Wang 001 (ACM Multimedia, 2019)

Learning to Blindly Assess Image Quality in the Laboratory and Wild. - Weixia Zhang; Kede Ma; Xiaokang Yang 001 (CoRR, 2019)

Perceptual Quality Assessment of Smartphone Photography. - Yuming Fang; Hanwei Zhu; Yan Zeng 001; Kede Ma; Zhou Wang 001 (CVPR, 2020)

Learning To Blindly Assess Image Quality In The Laboratory And Wild. - Weixia Zhang; Kede Ma; Guangtao Zhai; Xiaokang Yang 001 (ICIP, 2020)

I Am Going MAD: Maximum Discrepancy Competition for Comparing Classifiers Adaptively. - Haotao Wang; Tianlong Chen 001; Zhangyang Wang; Kede Ma (ICLR, 2020)

Comparison of Image Quality Models for Optimization of Image Processing Systems. - Keyan Ding; Kede Ma; Shiqi Wang 001; Eero P. Simoncelli (CoRR, 2020)

Omnidirectional Images as Moving Camera Videos. - Xiangjie Sui; Kede Ma; Yiru Yao; Yuming Fang (CoRR, 2020)

Group Maximum Differentiation Competition: Model Comparison with Few Samples. - Kede Ma; Zhengfang Duanmu; Zhou Wang 001; Qingbo Wu 001; Wentao Liu 001; Hongwei Yong; Hongliang Li 001; Lei Zhang 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network. - Weixia Zhang; Kede Ma; Jia Yan; Dexiang Deng; Zhou Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Characterizing Generalized Rate-Distortion Performance of Video Coding: An Eigen Analysis Approach. - Zhengfang Duanmu; Wentao Liu 001; Zhuoran Li; Kede Ma; Zhou Wang 001 (IEEE Trans. Image Process., 2020)

Perceptual Evaluation for Multi-Exposure Image Fusion of Dynamic Scenes. - Yuming Fang; Hanwei Zhu; Kede Ma; Zhou Wang 001; Shutao Li (IEEE Trans. Image Process., 2020)

Fast Multi-Scale Structural Patch Decomposition for Multi-Exposure Image Fusion. - Hui Li 029; Kede Ma; Hongwei Yong; Lei Zhang 006 (IEEE Trans. Image Process., 2020)

Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression. - Mu Li 005; Kede Ma; Jane You; David Zhang 001; Wangmeng Zuo (IEEE Trans. Image Process., 2020)

Deep Guided Learning for Fast Multi-Exposure Image Fusion. - Kede Ma; Zhengfang Duanmu; Hanwei Zhu; Yuming Fang; Zhou Wang 001 (IEEE Trans. Image Process., 2020)

Debiased Subjective Assessment of Real-World Image Enhancement. - Peibei Cao; Zhangyang Wang; Kede Ma (CVPR, 2021)

Troubleshooting Blind Image Quality Models in the Wild. - Zhihua Wang 002; Haotao Wang; Tianlong Chen 001; Zhangyang Wang; Kede Ma (CVPR, 2021)

Locally Adaptive Structure and Texture Similarity for Image Quality Assessment. - Keyan Ding; Yi Liu; Xueyi Zou; Shiqi Wang 001; Kede Ma (ACM Multimedia, 2021)

Image Quality Assessment in the Modern Age. - Kede Ma; Yuming Fang (ACM Multimedia, 2021)

Semi-Supervised Deep Ensembles for Blind Image Quality Assessment. - Zhihua Wang 002; Dingquan Li; Kede Ma (CoRR, 2021)

Perceptually Optimized Deep High-Dynamic-Range Image Tone Mapping. - Chenyang Le; Jiebin Yan; Yuming Fang; Kede Ma (CoRR, 2021)

Pseudocylindrical Convolutions for Learned Omnidirectional Image Compression. - Mu Li 005; Kede Ma; Jinxing Li; David Zhang 001 (CoRR, 2021)

Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems. - Keyan Ding; Kede Ma; Shiqi Wang 001; Eero P. Simoncelli (Int. J. Comput. Vis., 2021)

Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition. - Jiebin Yan; Yu Zhong; Yuming Fang; Zhangyang Wang; Kede Ma (Int. J. Comput. Vis., 2021)

Special Section Guest Editorial: Perceptually Optimized Imaging. - Shuhang Gu; Kede Ma; Radu Timofte (J. Electronic Imaging, 2021)

Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild. - Weixia Zhang; Kede Ma; Guangtao Zhai; Xiaokang Yang 001 (IEEE Trans. Image Process., 2021)

A Database of Visual Color Differences of Modern Smartphone Photography. - Keshuo Xu; Zhihua Wang 002; Yang Yang 003; Jianlei Dong; Lihao Xu; Yuming Fang; Kede Ma (ICIP, 2022)

Hiding Images in Deep Probabilistic Models. - Haoyu Chen; Linqi Song; Zhenxing Qian; Xinpeng Zhang 001; Kede Ma (NeurIPS, 2022)

Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop. - Weixia Zhang; Dingquan Li; Xiongkuo Min; Guangtao Zhai; Guodong Guo; Xiaokang Yang 001; Kede Ma (NeurIPS, 2022)

Measuring Perceptual Color Differences of Smartphone Photography. - Zhihua Wang 002; Keshuo Xu; Yang Yang 003; Jianlei Dong; Shuhang Gu; Lihao Xu; Yuming Fang; Kede Ma (CoRR, 2022)

A Database for Perceived Quality Assessment of User-Generated VR Videos. - Yuming Fang; Yiru Yao; Xiangjie Sui; Kede Ma (CoRR, 2022)

Perceptual Optimization of a Biologically-Inspired Tone Mapping Operator. - Peibei Cao; Chenyang Le; Yuming Fang; Kede Ma (CoRR, 2022)

Image Quality Assessment: Unifying Structure and Texture Similarity. - Keyan Ding; Kede Ma; Shiqi Wang 001; Eero P. Simoncelli (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Active Fine-Tuning From gMAD Examples Improves Blind Image Quality Assessment. - Zhihua Wang 002; Kede Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Perceptual Quality Assessment of Omnidirectional Images as Moving Camera Videos. - Xiangjie Sui; Kede Ma; Yiru Yao; Yuming Fang (IEEE Trans. Vis. Comput. Graph., 2022)

Learning a Deep Color Difference Metric for Photographic Images. - Haoyu Chen; Zhihua Wang 002; Yang Yang 003; Qilin Sun 001; Kede Ma (CVPR, 2023)

Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time. - Wei Shang 001; Dongwei Ren; Yi Yang 001; Hongzhi Zhang; Kede Ma; Wangmeng Zuo (CVPR, 2023)

Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective. - Weixia Zhang; Guangtao Zhai; Ying Wei 001; Xiaokang Yang 001; Kede Ma (CVPR, 2023)

Subjective Quality Assessment of User-Generated $360^{ circ}$ Videos. - Yuming Fang; Yiru Yao; Xiangjie Sui; Kede Ma (VR Workshops, 2023)

IconShop: Text-Based Vector Icon Synthesis with Autoregressive Transformers. - Ronghuan Wu; Wanchao Su; Kede Ma; Jing Liao 001 (CoRR, 2023)

Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization. - Mu Li 005; Kanglong Fan; Kede Ma (CoRR, 2023)

Perceptual Assessment and Optimization of High Dynamic Range Image Rendering. - Peibei Cao; Rafal K. Mantiuk; Kede Ma (CoRR, 2023)

Troubleshooting image segmentation models with human-in-the-loop. - Haotao Wang; Tianlong Chen 001; Zhangyang Wang; Kede Ma (Mach. Learn., 2023)

Continual Learning for Blind Image Quality Assessment. - Weixia Zhang; Dingquan Li; Chao Ma 004; Guangtao Zhai; Xiaokang Yang 001; Kede Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Measuring Perceptual Color Differences of Smartphone Photographs. - Zhihua Wang 002; Keshuo Xu; Yang Yang 003; Jianlei Dong; Shuhang Gu; Lihao Xu; Yuming Fang; Kede Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

VR Video Quality in the Wild. - Yuming Fang; Yiru Yao; Xiangjie Sui; Kede Ma (IEEE DataPort, 2023)

IconShop: Text-Guided Vector Icon Synthesis with Autoregressive Transformers. - Ronghuan Wu; Wanchao Su; Kede Ma; Jing Liao 001 (ACM Trans. Graph., 2023)

Image Quality Assessment: Integrating Model-centric and Data-centric Approaches. - Peibei Cao; Dingquan Li; Kede Ma (CPAL, 2024)

Perceptual Assessment and Optimization of HDR Image Rendering. - Peibei Cao; Rafal K. Mantiuk; Kede Ma (CVPR, 2024)

Learned Scanpaths Aid Blind Panoramic Video Quality Assessment. - Kanglong Fan; Wen Wen; Mu Li 005; Yifan Peng 001; Kede Ma (CVPR, 2024)

Modular Blind Video Quality Assessment. - Wen Wen; Mu Li 005; Yabin Zhang 002; Yiting Liao; Junlin Li; Li Zhang; Kede Ma (CVPR, 2024)

Learned HDR Image Compression for Perceptually Optimal Storage and Display. - Peibei Cao; Haoyu Chen; Jingzhe Ma; Yu-Chieh Yuan; Zhiyong Xie; Xin Xie; Haiqing Bai; Kede Ma (ECCV (49), 2024)

Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures. - Jiaqi He; Zhihua Wang 002; Leon Wang; Tsein-I Liu; Yuming Fang; Qilin Sun 001; Kede Ma (ECCV (53), 2024)

Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors. - Wei Shang 001; Dongwei Ren; Wanying Zhang; Yuming Fang; Wangmeng Zuo; Kede Ma (ECCV (57), 2024)

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment. - Tianhe Wu; Kede Ma; Jie Liang 007; Yujiu Yang; Lei Zhang 006 (ECCV (74), 2024)

Learning Where to Edit Vision Transformers. - Yunqiao Yang; Long-Kai Huang; Shengzhuang Chen; Kede Ma; Ying Wei 001 (NeurIPS, 2024)

Steerable Pyramid Transform Enables Robust Left Ventricle Quantification. - Xiangyang Zhu; Kede Ma; Wufeng Xue (PRCV (14), 2024)

Comparison of No-Reference Image Quality Models via MAP Estimation in Diffusion Latents. - Weixia Zhang; Dingquan Li; Guangtao Zhai; Xiaokang Yang 001; Kede Ma (CoRR, 2024)

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition. - Kehua Feng; Keyan Ding; Kede Ma; Zhihua Wang 002; Qiang Zhang 026; Huajun Chen (CoRR, 2024)

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (CoRR, 2024)

Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression. - Dingquan Li; Kede Ma; Jing Wang 115; Ge Li 002 (IEEE Trans. Image Process., 2024)

Task-Specific Normalization for Continual Learning of Blind Image Quality Models. - Weixia Zhang; Kede Ma; Guangtao Zhai; Xiaokang Yang 001 (IEEE Trans. Image Process., 2024)

Perceptual Quality Assessment of Virtual Reality Videos in the Wild. - Wen Wen; Mu Li 005; Yiru Yao; Xiangjie Sui; Yabin Zhang 002; Long Lan; Yuming Fang; Kede Ma (IEEE Trans. Circuits Syst. Video Technol., 2024)

Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models. - Wei Sun 029; Wen Wen; Xiongkuo Min; Long Lan; Guangtao Zhai; Kede Ma (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition. - Kehua Feng; Keyan Ding; Hongzhi Tan; Kede Ma; Zhihua Wang 002; Shuangquan Guo; Yuzhou Cheng; Ge Sun; Guozhou Zheng; Qiang Zhang 026; Huajun Chen (ACL (1), 2025)

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results. - Zheng Chen 014; Jingkai Wang 003; Kai Liu; Jue Gong; Lei Sun 016; Zongwei Wu; Radu Timofte; Yulun Zhang 001; Jianxing Zhang; Jinlong Wu; Jun Wang; Zheng Xie; et al. (CVPR Workshops, 2025)

Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption. - Du Chen; Tianhe Wu; Kede Ma; Lei Zhang 006 (CVPR, 2025)

Hiding Images in Diffusion Models by Editing Learned Score Functions. - Haoyu Chen; Yunqiao Yang; Nan Zhong; Kede Ma (CVPR, 2025)

Self-Supervised Learning for Detecting AI-Generated Faces as Anomalies. - Mian Zou; Baosheng Yu; Yibing Zhan; Kede Ma (ICASSP, 2025)

CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models. - Shengzhuang Chen; Yikai Liao; Xiaoxiao Sun; Kede Ma; Ying Wei 001 (ICLR, 2025)

SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning. - Yichen Wu; Hongming Piao; Long-Kai Huang; Renzhen Wang; Wanhua Li 001; Hanspeter Pfister; Deyu Meng; Kede Ma; Ying Wei 001 (ICLR, 2025)

Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (IEEE Trans. Inf. Forensics Secur., 2025)

S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning. - Yichen Wu; Hongming Piao; Long-Kai Huang; Renzhen Wang; Wanhua Li 001; Hanspeter Pfister; Deyu Meng; Kede Ma; Ying Wei 001 (CoRR, 2025)

VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank. - Tianhe Wu; Jian Zou; Jie Liang 007; Lei Zhang 006; Kede Ma (CoRR, 2025)

Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation. - Zhan Zhuang; Xiequn Wang; Wei Li; Yulong Zhang; Qiushi Huang; Shuhao Chen; Xuehao Wang; Yanbin Wei; Yuhe Nie; Kede Ma; Yu Zhang 006; Ying Wei 001 (CoRR, 2025)

AniClipart: Clipart Animation with Text-to-Video Priors. - Ronghuan Wu; Wanchao Su; Kede Ma; Jing Liao 001 (Int. J. Comput. Vis., 2025)

Dataset Distillation as Data Compression: A Rate-Utility Perspective. - Youneng Bao; Yiping Liu; Zhuo Chen; Yongsheng Liang 001; Mu Li 005; Kede Ma (CoRR, 2025)

Bi-Level Optimization for Self-Supervised AI-Generated Face Detection. - Mian Zou; Nan Zhong; Baosheng Yu; Yibing Zhan; Kede Ma (CoRR, 2025)