A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC. - Shengxi Li; Mai Xu; Xin Deng 002; Zulin Wang (ICME, 2014)

Complexity control of HEVC based on region-of-interest attention model. - Xin Deng 002; Mai Xu; Shengxi Li; Zulin Wang (VCIP, 2014)

Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face. - Mai Xu; Xin Deng 002; Shengxi Li; Zulin Wang (IEEE J. Sel. Top. Signal Process., 2014)

Weight-based R-λ rate control for perceptual HEVC coding on conversational videos. - Shengxi Li; Mai Xu; Xin Deng 002; Zulin Wang (Signal Process. Image Commun., 2015)

Hierarchical Complexity Control of HEVC for Live Video Encoding. - Xin Deng 002; Mai Xu; Chen Li 049 (IEEE Access, 2016)

Subjective-Driven Complexity Control Approach for HEVC. - Xin Deng 002; Mai Xu; Lai Jiang; Xiaoyan Sun 001; Zulin Wang (IEEE Trans. Circuits Syst. Video Technol., 2016)

Complexity control of HEVC for video conferencing. - Xin Deng 002; Mai Xu (ICASSP, 2017)

A deep convolutional neural network approach for complexity reduction on intra-mode HEVC. - Tianyi Li 004; Mai Xu; Xin Deng 002 (ICME, 2017)

A subjective visual quality assessment method of panoramic videos. - Mai Xu; Chen Li 049; Yufan Liu 001; Xin Deng 002; Jiaxin Lu 003 (ICME, 2017)

Reducing Complexity of HEVC: A Deep Learning Approach. - Mai Xu; Tianyi Li 004; Zulin Wang; Xin Deng 002; Zhenyu Guan (CoRR, 2017)

U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression. - Xin Deng 002; Junjie Huang 001; Mengying Liu; Pier Luigi Dragotti (ICASSP, 2018)

Enhancing Image Quality via Style Transfer for Single Image Super-Resolution. - Xin Deng 002 (IEEE Signal Process. Lett., 2018)

Reducing Complexity of HEVC: A Deep Learning Approach. - Mai Xu; Tianyi Li 004; Zulin Wang; Xin Deng 002; Ren Yang; Zhenyu Guan (IEEE Trans. Image Process., 2018)

Coupled Ista Network for Multi-modal Image Super-resolution. - Xin Deng 002; Pier Luigi Dragotti (ICASSP, 2019)

Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution. - Xin Deng 002; Ren Yang; Mai Xu; Pier Luigi Dragotti (ICCV, 2019)

Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video. - Jianyi Wang; Xin Deng 002; Mai Xu; Congyong Chen; Yuhang Song 001 (ECCV (14), 2020)

Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries. - Pingfan Song; Xin Deng 002; João F. C. Mota; Nikos Deligiannis; Pier Luigi Dragotti; Miguel R. D. Rodrigues (IEEE Trans. Computational Imaging, 2020)

RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning. - Xin Deng 002; Pingfan Song; Miguel R. D. Rodrigues; Pier Luigi Dragotti (IEEE Trans. Circuits Syst. Video Technol., 2020)

Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution. - Xin Deng 002; Pier Luigi Dragotti (IEEE Trans. Image Process., 2020)

Accelerate CTU Partition to Real Time for HEVC Encoding With Complexity Control. - Tianyi Li 004; Mai Xu; Xin Deng 002; Liquan Shen (IEEE Trans. Image Process., 2020)

LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution. - Xin Deng 002; Hao Wang; Mai Xu; Yichen Guo; Yuhang Song 001; Li Yang 014 (CVPR, 2021)

Deep Homography for Efficient Stereo Image Compression. - Xin Deng 002; Wenzhe Yang; Ren Yang; Mai Xu; Enpeng Liu; Qianhan Feng; Radu Timofte (CVPR, 2021)

HiNet: Deep Image Hiding by Invertible Network. - Junpeng Jing; Xin Deng 002; Mai Xu; Jianyi Wang; Zhenyu Guan (ICCV, 2021)

CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration. - Jingyi Xu; Xin Deng 002; Mai Xu; Pier Luigi Dragotti (ICIP, 2021)

Spatial Attention-Based Non-Reference Perceptual Quality Prediction Network for Omnidirectional Images. - Li Yang 014; Mai Xu; Xin Deng 002; Bo Feng (ICME, 2021)

Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos. - Minglang Qiao; Yufan Liu 001; Mai Xu; Xin Deng 002; Bing Li 001; Weiming Hu; Ali Borji (CoRR, 2021)

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion. - Xin Deng 002; Pier Luigi Dragotti (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution. - Xin Deng 002; Yutong Zhang; Mai Xu; Shuhang Gu; Yiping Duan (IEEE Trans. Image Process., 2021)

Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. - Xiaofei Wang 004; Lai Jiang; Liu Li; Mai Xu; Xin Deng 002; Lisong Dai; Xiangyang Xu; Tianyi Li 004; Yichen Guo; Zulin Wang; Pier Luigi Dragotti (IEEE Trans. Medical Imaging, 2021)

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Liangyu Chen 002; Xiaojie Chu; Wenqing Yu; Kai Jin; Zeqiang Wei; Sha Guo; et al. (CVPR Workshops, 2022)

SFIC: Sparsity-Driven Facial Image Compression Network. - Fangyuan Gao; Xin Deng 002; Tie Liu; Mai Xu (ICIP, 2022)

A Learning-based Approach for Martian Image Compression. - Qing Ding; Mai Xu; Shengxi Li; Xin Deng 002; Qiu Shen; Xin Zou (VCIP, 2022)

DAQE: Enhancing the Quality of Compressed Images by Finding the Secret of Defocus. - Qunliang Xing; Mai Xu; Xin Deng 002; Yichen Guo (CoRR, 2022)

Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images. - Li Yang 014; Mai Xu; Yichen Guo; Xin Deng 002; Fangyuan Gao; Zhenyu Guan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective. - Jingyi Xu; Xin Deng 002; Mai Xu (IEEE Signal Process. Lett., 2022)

MW-GAN+ for Perceptual Quality Enhancement on Compressed Video. - Jianyi Wang; Mai Xu; Xin Deng 002; Liquan Shen; Yuhang Song 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Multi-Modal Convolutional Dictionary Learning. - Fangyuan Gao; Xin Deng 002; Mai Xu; Jingyi Xu; Pier Luigi Dragotti (IEEE Trans. Image Process., 2022)

PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting. - Xin Deng 002; Chao Gao; Mai Xu (ICCV, 2023)

Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. - Junpeng Jing; Jiankun Li; Pengfei Xiong; Jiangyu Liu; Shuaicheng Liu; Yichen Guo; Xin Deng 002; Mai Xu; Lai Jiang; Leonid Sigal (ICCV, 2023)

Neural Characteristic Function Learning for Conditional Image Generation. - Shengxi Li; Jialu Zhang; Yifei Li; Mai Xu; Xin Deng 002; Li Li (ICCV, 2023)

ULcompress: A Unified low bit-rate image Compression Framework via Invertible Image Representation. - Fangyuan Gao; Xin Deng 002; Chao Gao; Mai Xu (ICIP, 2023)

A Two-stage hybrid CNN-Transformer Network for RGB Guided Indoor Depth Completion. - Yufan Deng; Xin Deng 002; Mai Xu (ICME, 2023)

Recruiting the Best Teacher Modality: A Customized Knowledge Distillation Method for if Based Nephropathy Diagnosis. - Ning Dai; Lai Jiang; Yibing Fu; Sai Pan; Mai Xu; Xin Deng 002; Pu Chen; Xiangmei Chen (MICCAI (5), 2023)

Diffusion-Generated Fake Face Detection by Exploring Wavelet Domain Forgery Clues. - Yufan Deng; Xin Deng 002; Yiping Duan; Mai Xu (WCSP, 2023)

DeepMIH: Deep Invertible Network for Multiple Image Hiding. - Zhenyu Guan; Junpeng Jing; Xin Deng 002; Mai Xu; Lai Jiang; Zhou Zhang 016; Yipeng Li (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

New Finding and Unified Framework for Fake Image Detection. - Xin Deng 002; Bihe Zhao; Zhenyu Guan; Mai Xu (IEEE Signal Process. Lett., 2023)

Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding. - Xin Deng 002; Enpeng Liu; Shengxi Li; Yiping Duan; Mai Xu (IEEE Trans. Image Process., 2023)

Omnidirectional Image Super-Resolution via Latitude Adaptive Network. - Xin Deng 002; Hao Wang; Mai Xu; Li Li; Zulin Wang (IEEE Trans. Multim., 2023)

DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus. - Qunliang Xing; Mai Xu; Xin Deng 002; Yichen Guo (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs. - Chenxing Li; Yiping Duan; Qiyuan Du; Shiqi Sun; Xin Deng 002; Xiaoming Tao 001 (IEEE J. Sel. Top. Signal Process., 2023)

MASIC: Deep Mask Stereo Image Compression. - Xin Deng 002; Yufan Deng; Ren Yang; Wenzhe Yang; Radu Timofte; Mai Xu (IEEE Trans. Circuits Syst. Video Technol., 2023)

Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain. - Qunliang Xing; Mai Xu; Shengxi Li; Xin Deng 002; Meisong Zheng; Huaida Liu; Ying Chen 011 (CVPR, 2024)

SN-NET: Semismooth Newton Driven Lightweight Network for Real-World Image Denoising. - Chenxiao Zhang; Xin Deng 002; Hongpeng Sun; Jingyi Xu; Mai Xu (ICIP, 2024)

Improved Fixed Time Preset Performance Sliding Mode Control for Robotic Manipulator. - Xin Deng 002; Haifei Chen; Lijun Li (ICIT, 2024)

Causal Context Adjustment Loss for Learned Image Compression. - Minghao Han; Shiyin Jiang; Shengxi Li; Xin Deng 002; Mai Xu; Ce Zhu; Shuhang Gu (NeurIPS, 2024)

MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos. - Shijie Wen; Minglang Qiao; Lai Jiang; Mai Xu; Xin Deng 002; Shengxi Li (QoEVMA@MM, 2024)

Saliency Prediction of Traffic Surveillance Videos: A Benchmark and A Multi-Task Approach. - Weichen Duan; Minglang Qiao; Lai Jiang; Mai Xu; Xin Deng 002; Shijie Wen; Fei Li (WCSP, 2024)

A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos. - Shijie Wen; Lai Jiang; Minglang Qiao; Mai Xu; Xin Deng 002; Shengxi Li; Yiping Duan (WCSP, 2024)

Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image Denoising. - Jingyi Xu; Xin Deng 002; Chenxiao Zhang; Shengxi Li; Mai Xu (IEEE Trans. Image Process., 2024)

Deep$ mathrm {M^{2}}$M2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary Learning Network. - Xin Deng 002; Jingyi Xu; Fangyuan Gao; Xiancheng Sun; Mai Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Joint Learning of Audio-Visual Saliency Prediction and Sound Source Localization on Multi-face Videos. - Minglang Qiao; Yufan Liu 001; Mai Xu; Xin Deng 002; Bing Li 001; Weiming Hu; Ali Borji (Int. J. Comput. Vis., 2024)

CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation. - Xin Deng 002; Enpeng Liu; Chao Gao; Shengxi Li; Shuhang Gu; Mai Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Extremely Low Bit-Rate Image Compression via Invertible Image Generation. - Fangyuan Gao; Xin Deng 002; Junpeng Jing; Xin Zou; Mai Xu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Proposal With Alignment: A Bi-Directional Transformer for 360° Video Viewport Proposal. - Yichen Guo; Mai Xu; Lai Jiang; Xin Deng 002; Jing Zhou; Gaoxing Chen; Leonid Sigal (IEEE Trans. Circuits Syst. Video Technol., 2024)

NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results. - Nickolay Safonov; Alexey Bryntsev; Andrey Moskalenko; Dmitry Kulikov; Dmitriy S. Vatolin; Radu Timofte; Haibo Lei; Qifan Gao; Qing Luo; Yaqing Li; Jie Song; Shaozhe Hao; et al. (CVPR Workshops, 2025)

Spherical Manifold Guided Diffusion Model for Panoramic Image Generation. - Xiancheng Sun; Mai Xu; Shengxi Li; Senmao Ma; Xin Deng 002; Lai Jiang; Gang Shen (CVPR, 2025)

Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation. - Mai Xu; Xiancheng Sun; Shengxi Li; Lai Jiang; Jingyuan Xia; Xin Deng 002 (IEEE Trans. Image Process., 2025)

MDSC-Net: Multi-Modal Discriminative Sparse Coding Driven RGB-D Classification Network. - Jingyi Xu; Xin Deng 002; Yibing Fu; Mai Xu; Shengxi Li (IEEE Trans. Multim., 2025)

SMILENet: Unleashing Extra-Large Capacity Image Steganography via a Synergistic Mosaic InvertibLE Hiding Network. - Junjie Huang 001; Zihan Chen; Tianrui Liu 001; Wentao Zhao; Xin Deng 002; Xinwang Liu 002; Meng Wang 001; Pier Luigi Dragotti (CoRR, 2025)

DeepSN-Net: Deep Semi-Smooth Newton Driven Network for Blind Image Restoration. - Xin Deng 002; Chenxiao Zhang; Lai Jiang; Jingyuan Xia; Mai Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results. - Nikolay Safonov; Alexey Bryncev; Andrey Moskalenko; Dmitry Kulikov; Dmitriy S. Vatolin; Radu Timofte; Haibo Lei; Qifan Gao; Qing Luo; Yaqing Li; Jie Song; Shaozhe Hao; et al. (CoRR, 2025)

Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network. - Mai Xu; Ning Dai; Lai Jiang; Yibing Fu; Xin Deng 002; Shengxi Li (IEEE Trans. Medical Imaging, 2025)