Efficient intra-4×4 mode decision based on bit-rate estimation in H.264/AVC. - Jiaying Liu 001; Zongming Guo (ISCAS, 2008)

Bit allocation for spatial scalability in H.264/SVC. - Jiaying Liu 001; Yongjin Cho; Zongming Guo; C.-C. Jay Kuo (MMSP, 2008)

H.264/SVC temporal bit allocation with dependent distortion model. - Yongjin Cho; Jiaying Liu 001; Do-Kyoung Kwon; C.-C. Jay Kuo (ICASSP, 2009)

Bit allocation for joint spatial-quality scalability in H.264/SVC. - Jiaying Liu 001; Zongming Guo; Yongjin Cho (ICIP, 2009)

Frame-based bit allocation for spatial scalability in H.264/SVC. - Jiaying Liu 001; Yongjin Cho; Zongming Guo (ICME, 2009)

Joint Quality-temporal (Q-T) Bit Allocation for H.264/SVC. - Yongjin Cho; Jiaying Liu 001; Do-Kyoung Kwon; C.-C. Jay Kuo (ISCAS, 2009)

Bit Allocation for Spatial Scalability Coding of H.264/SVC With Dependent Rate-Distortion Analysis. - Jiaying Liu 001; Yongjin Cho; Zongming Guo; C.-C. Jay Kuo (IEEE Trans. Circuits Syst. Video Technol., 2010)

Joint Spatial-Temporal Layer Bit Allocation with S-Domain Dependent R-D Modeling. - Jiaying Liu 001; Yongjin Cho; Zongming Guo (DCC, 2011)

Practical rate control algorithm for temporal scalability in scalable video coding. - Jiaying Liu 001; Yongjin Cho; Zongming Guo (ICIP, 2011)

Similarity modulated block estimation for image interpolation. - Jie Ren 012; Jiaying Liu 001; Wei Bai 002; Zongming Guo (ICIP, 2011)

Efficient dead-zone plus uniform threshold scalar quantization of generalized Gaussian random variables. - Yizhou Duan; Jun Sun 012; Jiaying Liu 001; Zongming Guo (VCIP, 2011)

A novel parallel encoding framework for scalable video coding. - Kai Yao; Jun Sun 012; Jiaying Liu 001; Zongming Guo; Longshe Huo (VCIP, 2011)

Super resolution with edge-constrained motion estimation. - Yue Zhuo 005; Jiaying Liu 001; Mading Li; Zongming Guo (APSIPA, 2012)

Nonlocal based Super Resolution with rotation invariance and search window relocation. - Yue Zhuo 005; Jiaying Liu 001; Jie Ren 012; Zongming Guo (ICASSP, 2012)

Single pass dependent bit allocation for H.264 temporal scalability. - Jiaying Liu 001; Yongjin Cho; Zongming Guo (ICIP, 2012)

Illumination-invariant non-local means based video denoising. - Jie Ren 012; Yue Zhuo 005; Jiaying Liu 001; Zongming Guo (ICIP, 2012)

Image super-resolution by structural sparse coding. - Jie Ren 012; Jiaying Liu 001; Mengyan Wang; Zongming Guo (ICPR, 2012)

Visual-weighted motion compensation frame interpolation with motion vector refinement. - Wei Bai 002; Jiaying Liu 001; Jie Ren 012; Zongming Guo (ISCAS, 2012)

Optimized bit extraction of SVC exploiting linear error model. - Wenyao Zhang; Jun Sun 012; Jiaying Liu 001; Zongming Guo (ISCAS, 2012)

Scale-compensated nonlocal mean super resolution. - Qiaochu Li; Qikun Guo; Saboya Yang; Jiaying Liu 001 (APSIPA, 2013)

Single-Pass Dependent Bit Allocation in Temporal Scalability Video Coding. - Jiaying Liu 001; Yongjin Cho; Zongming Guo (DCC, 2013)

Image Blocking Artifacts Reduction via Patch Clustering and Low-Rank Minimization. - Jie Ren 012; Jiaying Liu 001; Mading Li; Wei Bai 002; Zongming Guo (DCC, 2013)

Postprocessing of block-coded videos for deflicker and deblocking. - Jie Ren 012; Jiaying Liu 001; Mading Li; Zongming Guo (ICASSP, 2013)

Adaptive general scale interpolation based on similar pixels weighting. - Mading Li; Jiaying Liu 001; Jie Ren 012; Zongming Guo (ISCAS, 2013)

Illumination-invariance and nonlocal means based super resolution. - Mengyan Wang; Jiaying Liu 001; Wei Bai 002; Zongming Guo (ISCAS, 2013)

Multi-frame Super Resolution Using Refined Exploration of Extensive Self-examples. - Wei Bai 002; Jiaying Liu 001; Mading Li; Zongming Guo (MMM (1), 2013)

Image super resolution using saliency-modulated context-aware sparse decomposition. - Wei Bai 002; Saboya Yang; Jiaying Liu 001; Jie Ren 012; Zongming Guo (VCIP, 2013)

Joint image denoising using self-similarity based low-rank approximations. - Yongqin Zhang; Jiaying Liu 001; Saboya Yang; Zongming Guo (VCIP, 2013)

Guided image filtering using signal subspace projection. - Yongqin Zhang; Yu Ding; Jiaying Liu 001; Zongming Guo (IET Image Process., 2013)

Dependent R/D Modeling Techniques and Joint T-Q Layer Bit Allocation for H.264/SVC. - Yongjin Cho; Do-Kyoung Kwon; Jiaying Liu 001; C.-C. Jay Kuo (IEEE Trans. Circuits Syst. Video Technol., 2013)

Context-Aware Sparse Decomposition for Image Denoising and Super-Resolution. - Jie Ren 012; Jiaying Liu 001; Zongming Guo (IEEE Trans. Image Process., 2013)

Rate-Distortion Analysis of Dead-Zone Plus Uniform Threshold Scalar Quantization and Its Application - Part I: Fundamental Theory. - Jun Sun 012; Yizhou Duan; Jiangtao Li; Jiaying Liu 001; Zongming Guo (IEEE Trans. Image Process., 2013)

Rate-Distortion Analysis of Dead-Zone Plus Uniform Threshold Scalar Quantization and Its Application - Part II: Two-Pass VBR Coding for H.264/AVC. - Jun Sun 012; Yizhou Duan; Jiangtao Li; Jiaying Liu 001; Zongming Guo (IEEE Trans. Image Process., 2013)

Block-based multiscale error concealment using low-rank completion. - Mading Li; Jiaying Liu 001; Chong Ruan; Lu Liu; Zongming Guo (APSIPA, 2014)

Sparse representation based super resolution using saliency and edge information. - Saboya Yang; Jiaying Liu 001; Wenhan Yang; Zongming Guo (APSIPA, 2014)

BSIK-SVD: A dictionary-learning algorithm for block-sparse representations. - Yongqin Zhang; Jiaying Liu 001; Mading Li; Zongming Guo (ICASSP, 2014)

General scale interpolation based on fine-grained isophote model with consistency constraint. - Wenhan Yang; Jiaying Liu 001; Mading Li; Zongming Guo (ICIP, 2014)

Exploiting multi-scale spatial structures for sparsity based single image super-resolution. - Yongqin Zhang; Jiaying Liu 001; Wei Bai 002; Zongming Guo (ICIP, 2014)

Segmentation-based scale-invariant nonlocal means super resolution. - Saboya Yang; Jiaying Liu 001; Qiaochu Li; Zongming Guo (ISCAS, 2014)

Image transformation using limited reference with application to photo-sketch synthesis. - Wei Bai 002; Yanghao Li; Jiaying Liu 001; Zongming Guo (VCIP, 2014)

Patch-based image deblocking using geodesic distance weighted low-rank approximation. - Mading Li; Jiaying Liu 001; Jie Ren 012; Zongming Guo (VCIP, 2014)

Joint image denoising using adaptive principal component analysis and self-similarity. - Yongqin Zhang; Jiaying Liu 001; Mading Li; Zongming Guo (Inf. Sci., 2014)

Face hallucination based on neighbor embedding via illumination adaptation. - Sijie Song; Yanghao Li; Zhihan Gao 001; Jiaying Liu 001 (APSIPA, 2015)

Compression noise estimation and reduction via patch clustering. - Xinfeng Zhang 001; Weisi Lin; Jiaying Liu 001; Siwei Ma (APSIPA, 2015)

Perspective distorted video restoration and stabilization for mobile devices. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ChinaSIP, 2015)

Image Restoration Based on 3-D Autoregressive Model via Low-Rank Minimization. - Mading Li; Jiaying Liu 001; Yu Guan; Zongming Guo (DCC, 2015)

Neighborhood regression for edge-preserving image super-resolution. - Yanghao Li; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ICASSP, 2015)

Novel autoregressive model based on adaptive window-extension and patch-geodesic distance for image interpolation. - Wenhan Yang; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (ICASSP, 2015)

Multi-pose face hallucination via neighbor embedding for facial components. - Yanghao Li; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ICIP, 2015)

Adaptive autoregressive model with window extension via explicit geometry for image interpolation. - Qingyun Wang 007; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ICIP, 2015)

Hierarchical oil painting stylization with limited reference via sparse representation. - Saboya Yang; Jiaying Liu 001; Shuai Yang 001; Sifeng Xia; Zongming Guo (MMSP, 2015)

Image super-resolution via nonlocal similarity and group structured sparse representation. - Wenhan Yang; Jiaying Liu 001; Saboya Yang; Zongming Quo (VCIP, 2015)

Adaptive General Scale Interpolation Based on Weighted Autoregressive Models. - Mading Li; Jiaying Liu 001; Jie Ren 012; Zongming Guo (IEEE Trans. Circuits Syst. Video Technol., 2015)

Image Super-Resolution Based on Structure-Modulated Sparse Representation. - Yongqin Zhang; Jiaying Liu 001; Wenhan Yang; Zongming Guo (IEEE Trans. Image Process., 2015)

Video Compression Artifact Reduction via Spatio-Temporal Multi-Hypothesis Prediction. - Xinfeng Zhang 001; Ruiqin Xiong; Weisi Lin; Siwei Ma; Jiaying Liu 001; Wen Gao 001 (IEEE Trans. Image Process., 2015)

Novel self-portrait enhancement via multi-photo fusing. - Sifeng Xia; Shuai Yang 001; Jiaying Liu 001; Zongming Guo (APSIPA, 2016)

MARLow: A Joint Multiplanar Autoregressive and Low-Rank Approach for Image Completion. - Mading Li; Jiaying Liu 001; Zhiwei Xiong; Xiaoyan Sun 001; Zongming Guo (ECCV (7), 2016)

Online Human Action Detection Using Joint Classification-Regression Recurrent Neural Networks. - Yanghao Li; Cuiling Lan; Junliang Xing; Wenjun Zeng 001; Chunfeng Yuan; Jiaying Liu 001 (ECCV (7), 2016)

Joint sub-band based neighbor embedding for image super-resolution. - Sijie Song; Yanghao Li; Jiaying Liu 001; Zongming Quo (ICASSP, 2016)

Structure-guided image completion via regularity statistics. - Shuai Yang 001; Jiaying Liu 001; Sijie Song; Mading Li; Zongming Quo (ICASSP, 2016)

A new reversible data hiding scheme exploiting high-dimensional prediction-error histogram. - Siren Cai; Xiaolong Li 001; Jiaying Liu 001; Zongming Guo (ICIP, 2016)

Quality assessment for image super-resolution based on energy change and texture variation. - Yuming Fang; Jiaying Liu 001; Yabin Zhang 002; Weisi Lin; Zongming Guo (ICIP, 2016)

Local ternary pattern based on path integral for steganalysis. - Qiuyan Lin; Jiaying Liu 001; Zongming Guo (ICIP, 2016)

Robust and automatic video colorization via multiframe reordering refinement. - Sifeng Xia; Jiaying Liu 001; Yuming Fang; Wenhan Yang; Zongming Guo (ICIP, 2016)

Facial depth map enhancement via neighbor embedding. - Shuai Yang 001; Sijie Song; Qikun Guo; Xiaoqing Lu; Jiaying Liu 001 (ICPR, 2016)

Objective Quality Assessment of Screen Content Images by Structure Information. - Yuming Fang; Jiebin Yan; Jiaying Liu 001; Shiqi Wang 001; Qiaohong Li; Zongming Guo (PCM (2), 2016)

Computational modeling of artistic intention: Quantify lighting surprise for painting analysis. - Saboya Yang; Gene Cheung; Patrick Le Callet; Jiaying Liu 001; Zongming Guo (QoMEX, 2016)

Autoregressive image interpolation via context modeling and multiplanar constraint. - Shihong Deng; Jiaying Liu 001; Mading Li; Wenhan Yang; Zongming Guo (VCIP, 2016)

Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (CoRR, 2016)

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data. - Sijie Song; Cuiling Lan; Junliang Xing; Wenjun Zeng 001; Jiaying Liu 001 (AAAI, 2017)

Temporal Perceptive Network for Skeleton-Based Action Recognition. - Yueyu Hu; Chunhui Liu 002; Yanghao Li; Jiaying Liu 001 (BMVC, 2017)

Awesome Typography: Statistics-Based Text Effects Transfer. - Shuai Yang 001; Jiaying Liu 001; Zhouhui Lian; Zongming Guo (CVPR, 2017)

Deep Joint Rain Detection and Removal from a Single Image. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (CVPR, 2017)

General scale interpolation via context-aware autoregressive model and multiplanar constraint. - Shihong Deng; Jiaying Liu 001; Mading Li; Wenhan Yang; Zongming Guo (ICASSP, 2017)

Online action detection and forecast via Multitask deep Recurrent Neural Networks. - Chunhui Liu 002; Yanghao Li; Yueyu Hu; Jiaying Liu 001 (ICASSP, 2017)

1+N fusion: Cascaded self-portrait enhancement. - Shuai Yang 001; Jiaying Liu 001; Sifeng Xia; Zongming Guo (ICASSP, 2017)

Factorized Bilinear Models for Image Recognition. - Yanghao Li; Naiyan Wang; Jiaying Liu 001; Xiaodi Hou (ICCV, 2017)

Deep joint discriminative learning for vehicle re-identification and retrieval. - Yuqi Li; Yanghao Li; Hongfei Yan; Jiaying Liu 001 (ICIP, 2017)

Variation learning guided convolutional network for image interpolation. - Wenhan Yang; Jiaying Liu 001; Sifeng Xia; Zongming Guo (ICIP, 2017)

Soft segmentation-guided bipartite graph image stylization. - Saboya Yang; Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Chunpeng Li (ICIP, 2017)

Revisiting Batch Normalization For Practical Domain Adaptation. - Yanghao Li; Naiyan Wang; Jianping Shi; Jiaying Liu 001; Xiaodi Hou (ICLR (Workshop), 2017)

Efficient Qp cascading in H.265/HEVC Low-Delay prediction. - Yiwen Xu; Qi Li 038; Xia Li; Jiaying Liu 001; Tiesong Zhao (ICME Workshops, 2017)

Joint Denoising and Enhancement for Low-Light Images via Retinex Model. - Mading Li; Jiaying Liu 001; Wenhan Yang; Zongming Guo (IFTC, 2017)

Spatial-Temporal Recurrent Residual Networks for Video Super-Resolution. - Wenhan Yang; Jiaying Liu 001; Zongming Guo (IFTC, 2017)

Demystifying Neural Style Transfer. - Yanghao Li; Naiyan Wang; Jiaying Liu 001; Xiaodi Hou (IJCAI, 2017)

Joint-domain unsupervised stylization for portraits. - Saboya Yang; Jiaying Liu 001; Shuai Yang 001; Wenhan Yang; Zongming Guo (ISCAS, 2017)

PKU-MMD: A Large Scale Benchmark for Skeleton-Based Human Action Understanding. - Chunhui Liu 002; Yueyu Hu; Yanghao Li; Sijie Song; Jiaying Liu 001 (VSCC@MM, 2017)

Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo). - Wenhan Yang; Shihong Deng; Yueyu Hu; Junliang Xing; Jiaying Liu 001 (ACM Multimedia, 2017)

Deep Combined Image Denoising with Cloud Images. - Sifeng Xia; Jiaying Liu 001; Wenhan Yang; Mading Li; Zongming Guo (PCM (1), 2017)

Real-time deep image super-resolution via global context aggregation and local queue jumping. - Yueyu Hu; Jiaying Liu 001; Wenhan Yang; Shihong Deng; Luyao Zhang 007; Zongming Guo (VCIP, 2017)

PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding. - Chunhui Liu 002; Yueyu Hu; Yanghao Li; Sijie Song; Jiaying Liu 001 (CoRR, 2017)

Dual Recovery Network with Online Compensation for Image Super-Resolution. - Sifeng Xia; Wenhan Yang; Tiesong Zhao; Jiaying Liu 001 (CoRR, 2017)

Objective Quality Assessment of Screen Content Images by Uncertainty Weighting. - Yuming Fang; Jiebin Yan; Jiaying Liu 001; Shiqi Wang 001; Qiaohong Li; Zongming Guo (IEEE Trans. Image Process., 2017)

Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution. - Wenhan Yang; Jiashi Feng; Jianchao Yang; Fang Zhao 006; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (IEEE Trans. Image Process., 2017)

Retrieval Compensated Group Structured Sparsity for Image Super-Resolution. - Jiaying Liu 001; Wenhan Yang; Xinfeng Zhang 001; Zongming Guo (IEEE Trans. Multim., 2017)

Deep Retinex Decomposition for Low-Light Enhancement. - Chen Wei 005; Wenjing Wang 001; Wenhan Yang; Jiaying Liu 001 (BMVC, 2018)

Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos. - Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Zongming Guo (CVPR, 2018)

Attentive Generative Adversarial Network for Raindrop Removal From a Single Image. - Rui Qian; Robby T. Tan; Wenhan Yang; Jiajun Su; Jiaying Liu 001 (CVPR, 2018)

Enhanced Intra Prediction with Recurrent Neural Network in Video Coding. - Yueyu Hu; Wenhan Yang; Sifeng Xia; Wen-Huang Cheng; Jiaying Liu 001 (DCC, 2018)

A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding. - Sifeng Xia; Wenhan Yang; Yueyu Hu; Siwei Ma; Jiaying Liu 001 (DCC, 2018)

GLADNet: Low-Light Enhancement Network with Global Awareness. - Wenjing Wang 001; Chen Wei 005; Wenhan Yang; Jiaying Liu 001 (FG, 2018)

Soft Decoding of Light Field Images Using Pocs and Fast Graph Spectrayl Filters. - Shuai Yang 001; Gene Cheung; Jiaying Liu 001; Zongming Guo (ICASSP, 2018)

Restoration of Unevenly Illuminated Images. - Mading Li; Xiaolin Wu; Jiaying Liu 001; Zongming Guo (ICIP, 2018)

Dmcnn: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal. - Xiaoshuai Zhang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (ICIP, 2018)

Skeleton-Indexed Deep Multi-Modal Feature Learning for High Performance Human Action Recognition. - Sijie Song; Cuiling Lan; Junliang Xing; Wenjun Zeng 001; Jiaying Liu 001 (ICME, 2018)

Deep Integer-Position Samples Refinement for Motion Compensation of Video Coding. - Sifeng Xia; Yueyu Hu; Jiaying Liu 001 (IFTC, 2018)

Joint Enhancement and Denoising Method via Sequential Decomposition. - Xutong Ren; Mading Li; Wen-Huang Cheng; Jiaying Liu 001 (ISCAS, 2018)

Dual Recovery Network with Online Compensation for Image Super-Resolution. - Sifeng Xia; Wenhan Yang; Jiaying Liu 001; Zongming Guo (ISCAS, 2018)

Session details: Panel-2. - Jiaying Liu 001; Wen-Huang Cheng (ACM Multimedia, 2018)

AI + Multimedia Make Better Life? - Wen-Huang Cheng; Jiaying Liu 001; Mohan S. Kankanhalli; Abdulmotaleb El-Saddik; Benoit Huet (ACM Multimedia, 2018)

Context-Aware Unsupervised Text Stylization. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (ACM Multimedia, 2018)

Rethinking Fusion Baselines for Multi-modal Human Action Recognition. - Hongda Jiang; Yanghao Li; Sijie Song; Jiaying Liu 001 (PCM (3), 2018)

Optimized Spatial Recurrent Network for Intra Prediction in Video Coding. - Yueyu Hu; Wenhan Yang; Sifeng Xia; Jiaying Liu 001 (VCIP, 2018)

Generalized Graph Convolutional Networks for Skeleton-based Action Recognition. - Xiang Gao 014; Wei Hu 003; Jiaxiang Tang; Pan Pan; Jiaying Liu 001; Zongming Guo (CoRR, 2018)

Progressive Recurrent Learning for Visual Recognition. - Xutong Ren; Lingxi Xie; Chen Wei 005; Siyuan Qiao; Chi Su; Jiaying Liu 001; Alan L. Yuille (CoRR, 2018)

Text effects transfer via distribution-aware texture synthesis. - Shuai Yang 001; Jiaying Liu 001; Zhouhui Lian; Zongming Guo (Comput. Vis. Image Underst., 2018)

Video super-resolution based on spatial-temporal recurrent residual networks. - Wenhan Yang; Jiashi Feng; Guo-Sen Xie; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (Comput. Vis. Image Underst., 2018)

Kernel Wiener filtering model with low-rank approximation for image denoising. - Yongqin Zhang; Jinsheng Xiao; Jinye Peng; Yu Ding; Jiaying Liu 001; Zongming Guo; Xiaopeng Zong (Inf. Sci., 2018)

Blind visual quality assessment for image super-resolution by convolutional neural network. - Yuming Fang; Chi Zhang 027; Wenhan Yang; Jiaying Liu 001; Zongming Guo (Multim. Tools Appl., 2018)

Automatic portrait oil painter: joint domain stylization for portrait images. - Saboya Yang; Shuai Yang 001; Wenhan Yang; Jiaying Liu 001 (Multim. Tools Appl., 2018)

Adaptive Batch Normalization for practical domain adaptation. - Yanghao Li; Naiyan Wang; Jianping Shi; Xiaodi Hou; Jiaying Liu 001 (Pattern Recognit., 2018)

Isophote-Constrained Autoregressive Model With Adaptive Window Extension for Image Interpolation. - Wenhan Yang; Jiaying Liu 001; Mading Li; Zongming Guo (IEEE Trans. Circuits Syst. Video Technol., 2018)

Joint-Feature Guided Depth Map Super-Resolution With Face Priors. - Shuai Yang 001; Jiaying Liu 001; Yuming Fang; Zongming Guo (IEEE Trans. Cybern., 2018)

Structure-Revealing Low-Light Image Enhancement Via Robust Retinex Model. - Mading Li; Jiaying Liu 001; Wenhan Yang; Xiaoyan Sun 001; Zongming Guo (IEEE Trans. Image Process., 2018)

Spatio-Temporal Attention-Based LSTM Networks for 3D Action Recognition and Detection. - Sijie Song; Cuiling Lan; Junliang Xing; Wenjun Zeng 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2018)

Structure-Guided Image Inpainting Using Homography Transformation. - Jiaying Liu 001; Shuai Yang 001; Yuming Fang; Zongming Guo (IEEE Trans. Multim., 2018)

Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph. - Jiaying Liu 001; Wenhan Yang; Xiaoyan Sun 001; Wenjun Zeng 001 (IEEE Trans. Multim., 2018)

Temporal Bilinear Networks for Video Action Recognition. - Yanghao Li; Sijie Song; Yuqi Li; Jiaying Liu 001 (AAAI, 2019)

Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning. - Rui Qian; Yunchao Wei; Honghui Shi; Jiachen Li 003; Jiaying Liu 001; Thomas S. Huang (AAAI, 2019)

TET-GAN: Text Effects Transfer via Stylization and Destylization. - Shuai Yang 001; Jiaying Liu 001; Wenjing Wang 001; Zongming Guo (AAAI, 2019)

Unsupervised Person Image Generation With Semantic Parsing Transformation. - Sijie Song; Wei Zhang 031; Jiaying Liu 001; Tao Mei 001 (CVPR, 2019)

Typography With Decor: Intelligent Text Style Transfer. - Wenjing Wang 001; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (CVPR, 2019)

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning. - Chen Wei 005; Lingxi Xie; Xutong Ren; Yingda Xia; Chi Su; Jiaying Liu 001; Qi Tian 001; Alan L. Yuille (CVPR, 2019)

Frame-Consistent Recurrent Video Deraining With Dual-Level Flow. - Wenhan Yang; Jiaying Liu 001; Jiashi Feng (CVPR, 2019)

Disentangled Image Matting. - Shaofan Cai; Xiaoshuai Zhang; Haoqiang Fan; Haibin Huang; Jiangyu Liu; Jiaming Liu; Jiaying Liu 001; Jue Wang 001; Jian Sun 001 (ICCV, 2019)

Controllable Artistic Text Style Transfer via Shape-Matching GAN. - Shuai Yang 001; Zhangyang Wang; Zhaowen Wang; Ning Xu 007; Jiaying Liu 001; Zongming Guo (ICCV, 2019)

Partition Tree Guided Progressive Rethinking Network for in-Loop Filtering of HEVC. - Dezhao Wang; Sifeng Xia; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (ICIP, 2019)

Deep Inter Prediction Via Pixel-Wise Motion Oriented Reference Generation. - Sifeng Xia; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (ICIP, 2019)

Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration. - Xiaoshuai Zhang; Yiping Lu 001; Jiaying Liu 001; Bin Dong 001 (ICLR (Poster), 2019)

Deep Pyramid Variation Learning for Image Interpolation. - Qiang Fu; Wenhan Yang; Ying Li; Jiaying Liu 001 (ICME, 2019)

Switch Mode Based Deep Fractional Interpolation in Video Coding. - Sifeng Xia; Wenhan Yang; Yueyu Hu; Wen-Huang Cheng; Jiaying Liu 001 (ISCAS, 2019)

Garment Detectives: Discovering Clothes and Its Genre in Consumer Photos. - Shintami Chusnul Hidayati; Kai-Lung Hua; Yu Tsao 001; Hong-Han Shuai; Jiaying Liu 001; Wen-Huang Cheng (MIPR, 2019)

Optimized Skeleton-based Action Recognition via Sparsified Graph Regression. - Xiang Gao 014; Wei Hu 003; Jiaxiang Tang; Jiaying Liu 001; Zongming Guo (ACM Multimedia, 2019)

FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information. - Chia-Wei Hsieh; Chieh-Yun Chen; Chien-Lung Chou; Hong-Han Shuai; Jiaying Liu 001; Wen-Huang Cheng (ACM Multimedia, 2019)

A Progressive Background Updating Based Coding Scheme for Surveillance Videos. - Meng Li; Yunhui Shi; Wenpeng Ding; Xiaojie Liu; Jiaying Liu 001; Baocai Yin (VCIP, 2019)

UG2 Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments. - Ye Yuan 012; Wenhan Yang; Wenqi Ren; Jiaying Liu 001; Walter J. Scheirer; Zhangyang Wang (CoRR, 2019)

TE141K: Artistic Text Benchmark for Text Effects Transfer. - Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (CoRR, 2019)

Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images. - Pengyu Zhao; Ansheng You; Yuanxing Zhang; Jiaying Liu 001; Kaigui Bian; Yunhai Tong (CoRR, 2019)

A Comprehensive Benchmark for Single Image Compression Artifacts Reduction. - Jiaying Liu 001; Dong Liu 002; Wenhan Yang; Sifeng Xia; Xiaoshuai Zhang; Yuanying Dai (CoRR, 2019)

Reduced-reference quality assessment of image super-resolution by energy change and texture variation. - Yuming Fang; Jiaying Liu 001; Yabin Zhang 002; Weisi Lin; Zongming Guo (J. Vis. Commun. Image Represent., 2019)

Selfie retoucher: subject-oriented self-portrait enhancement. - Sifeng Xia; Shuai Yang 001; Jiaying Liu 001 (Multim. Tools Appl., 2019)

Multi-Modality Multi-Task Recurrent Neural Network for Online Action Detection. - Jiaying Liu 001; Yanghao Li; Sijie Song; Junliang Xing; Cuiling Lan; Wenjun Zeng 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Reference-Guided Deep Super-Resolution via Manifold Localized External Compensation. - Wenhan Yang; Sifeng Xia; Jiaying Liu 001; Zongming Guo (IEEE Trans. Circuits Syst. Video Technol., 2019)

Content-Aware Convolutional Neural Network for In-Loop Filtering in High Efficiency Video Coding. - Chuanmin Jia; Shiqi Wang 001; Xinfeng Zhang 001; Shanshe Wang; Jiaying Liu 001; Shiliang Pu; Siwei Ma (IEEE Trans. Image Process., 2019)

One-for-All: Grouped Variation Network-Based Fractional Interpolation in Video Coding. - Jiaying Liu 001; Sifeng Xia; Wenhan Yang; Mading Li; Dong Liu 002 (IEEE Trans. Image Process., 2019)

D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal. - Jiaying Liu 001; Wenhan Yang; Shuai Yang 001; Zongming Guo (IEEE Trans. Image Process., 2019)

Context-Aware Text-Based Binary Image Stylization and Synthesis. - Shuai Yang 001; Jiaying Liu 001; Wenhan Yang; Zongming Guo (IEEE Trans. Image Process., 2019)

Scale-Free Single Image Deraining Via Visibility-Enhanced Recurrent Wavelet Learning. - Wenhan Yang; Jiaying Liu 001; Shuai Yang 001; Zongming Guo (IEEE Trans. Image Process., 2019)

Fine-Grained Quality Assessment for Compressed Images. - Xinfeng Zhang 001; Weisi Lin; Shiqi Wang 001; Jiaying Liu 001; Siwei Ma; Wen Gao 001 (IEEE Trans. Image Process., 2019)

Progressive Spatial Recurrent Neural Network for Intra Prediction. - Yueyu Hu; Wenhan Yang; Mading Li; Jiaying Liu 001 (IEEE Trans. Multim., 2019)

Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression. - Yueyu Hu; Wenhan Yang; Jiaying Liu 001 (AAAI, 2020)

Consistent Video Style Transfer via Compound Regularization. - Wenjing Wang 001; Jizheng Xu; Li Zhang 006; Yue Wang 032; Jiaying Liu 001 (AAAI, 2020)

Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning. - Wenhan Yang; Shiqi Wang 001; Dejia Xu; Xiaodong Wang; Jiaying Liu 001 (AAAI, 2020)

Spherical Criteria for Fast and Accurate 360° Object Detection. - Pengyu Zhao; Ansheng You; Yuanxing Zhang; Jiaying Liu 001; Kaigui Bian; Yunhai Tong (AAAI, 2020)

Raw-Guided Enhancing Reprocess of Low-Light Image via Deep Exposure Adjustment. - Haofeng Huang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (ACCV (2), 2020)

Compression Artifact Removal with Ensemble Learning of Neural Networks. - Yueyu Hu; Haichuan Ma; Dong Liu 002; Jiaying Liu 001 (CVPR Workshops, 2020)

From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement. - Wenhan Yang; Shiqi Wang 001; Yuming Fang; Yue Wang 032; Jiaying Liu 001 (CVPR, 2020)

Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence. - Wenhan Yang; Robby T. Tan; Shiqi Wang 001; Jiaying Liu 001 (CVPR, 2020)

Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001; Zongming Guo (ECCV (15), 2020)

Towards Coding For Human And Machine Vision: A Scalable Image Coding Approach. - Yueyu Hu; Shuai Yang 001; Wenhan Yang; Ling-Yu Duan; Jiaying Liu 001 (ICME, 2020)

An Emerging Coding Paradigm Vcm: A Scalable Coding Approach Beyond Feature And Signal. - Sifeng Xia; Kunchangtai Liang; Wenhan Yang; Ling-Yu Duan; Jiaying Liu 001 (ICME, 2020)

Multitask Attentive Network For Text Effects Quality Assessment. - Keqiang Yan; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (ICME, 2020)

Memory-Augmented Auto-Regressive Network for Frame Recurrent Inter Prediction. - Yuzhang Hu; Sifeng Xia; Wenhan Yang; Jiaying Liu 001 (ISCAS, 2020)

Coping with Pandemics: Opportunities and Challenges for AI Multimedia in the "New Normal". - Jiaying Liu 001; Wen-Huang Cheng; Klara Nahrstedt; Ramesh C. Jain; Elisa Ricci 001; Hyeran Byun (ACM Multimedia, 2020)

Integrating Semantic Segmentation and Retinex Model for Low-Light Image Enhancement. - Minhao Fan; Wenjing Wang 001; Wenhan Yang; Jiaying Liu 001 (ACM Multimedia, 2020)

From Design Draft to Real Attire: Unaligned Fashion Image Translation. - Yu Han 008; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (ACM Multimedia, 2020)

MS2L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition. - Lilang Lin; Sijie Song; Wenhan Yang; Jiaying Liu 001 (ACM Multimedia, 2020)

Sensitivity-Aware Bit Allocation for Intermediate Deep Feature Compression. - Yuzhang Hu; Sifeng Xia; Wenhan Yang; Jiaying Liu 001 (VCIP, 2020)

MS2L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition. - Lilang Lin; Sijie Song; Wenhan Yang; Jiaying Liu 001 (CoRR, 2020)

Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Zongming Guo; Shuicheng Yan; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

A lightweight face detector by integrating the convolutional neural network with the image pyramid. - Jiapeng Luo; Jiaying Liu 001; Jun Lin 001; Zhongfeng Wang 001 (Pattern Recognit. Lett., 2020)

Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics. - Lingyu Duan; Jiaying Liu 001; Wenhan Yang; Tiejun Huang 001; Wen Gao 001 (IEEE Trans. Image Process., 2020)

A Comprehensive Benchmark for Single Image Compression Artifact Reduction. - Jiaying Liu 001; Dong Liu 002; Wenhan Yang; Sifeng Xia; Xiaoshuai Zhang; Yuanying Dai (IEEE Trans. Image Process., 2020)

LR3M: Robust Low-Light Enhancement via Low-Rank Regularized Retinex Model. - Xutong Ren; Wenhan Yang; Wen-Huang Cheng; Jiaying Liu 001 (IEEE Trans. Image Process., 2020)

Modality Compensation Network: Cross-Modal Adaptation for Action Recognition. - Sijie Song; Jiaying Liu 001; Yanghao Li; Zongming Guo (IEEE Trans. Image Process., 2020)

Consistent Video Style Transfer via Relaxation and Regularization. - Wenjing Wang 001; Shuai Yang 001; Jizheng Xu; Jiaying Liu 001 (IEEE Trans. Image Process., 2020)

Removing Arbitrary-Scale Rain Streaks via Fractal Band Learning With Self-Supervision. - Wenhan Yang; Shiqi Wang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2020)

Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. - Wenhan Yang; Ye Yuan 012; Wenqi Ren; Jiaying Liu 001; Walter J. Scheirer; Zhangyang Wang; Taiheng Zhang; Qiaoyong Zhong; Di Xie; Shiliang Pu; Yuqiang Zheng; Yanyun Qu; et al. (IEEE Trans. Image Process., 2020)

Deep Reference Generation With Multi-Domain Hierarchical Constraints for Inter Prediction. - Jiaying Liu 001; Sifeng Xia; Wenhan Yang (IEEE Trans. Multim., 2020)

Image/Video Restoration via Multiplanar Autoregressive Model and Low-Rank Optimization. - Mading Li; Jiaying Liu 001; Xiaoyan Sun 001; Zhiwei Xiong (ACM Trans. Multim. Comput. Commun. Appl., 2020)

A Benchmark Dataset and Comparison Study for Multi-modal Human Action Analytics. - Jiaying Liu 001; Sijie Song; Chunhui Liu 002; Yanghao Li; Yueyu Hu (ACM Trans. Multim. Comput. Commun. Appl., 2020)

Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos. - Sijie Song; Xudong Lin 003; Jiaying Liu 001; Zongming Guo; Shih-Fu Chang (CVPR, 2021)

HLA-Face: Joint High-Low Adaptation for Low Light Face Detection. - Wenjing Wang 001; Wenhan Yang; Jiaying Liu 001 (CVPR, 2021)

Semi-Supervised Learning for Mars Imagery Classification. - Wenjing Wang 001; Lilang Lin; Zejia Fan; Jiaying Liu 001 (ICIP, 2021)

Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash Painting. - Hao Liang; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IJCAI, 2021)

Edit Like A Designer: Modeling Design Workflows for Unaligned Fashion Editing. - Qiyu Dai; Shuai Yang 001; Wenjing Wang 001; Wei Xiang; Jiaying Liu 001 (ACM Multimedia, 2021)

Progressive Depth Learning for Single Image Dehazing. - Yudong Liang; Bin Wang 071; Jiaying Liu 001; Deyu Li; Sanping Zhou; Wenqi Ren (CoRR, 2021)

Progressive residual learning for single image dehazing. - Yudong Liang; Bin Wang 071; Jiaying Liu 001; Deyu Li; Yuhua Qian; Wenqi Ren (CoRR, 2021)

Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight. - Qi Han 007; Zejia Fan; Qi Dai 001; Lei Sun; Ming-Ming Cheng; Jiaying Liu 001; Jingdong Wang 001 (CoRR, 2021)

Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective. - Yueyu Hu; Wenhan Yang; Haofeng Huang; Jiaying Liu 001 (CoRR, 2021)

Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics. - Wenhan Yang; Haofeng Huang; Yueyu Hu; Ling-Yu Duan; Jiaying Liu 001 (CoRR, 2021)

Deep Video Coding with Dual-Path Generative Adversarial Network. - Tiesong Zhao; Weize Feng; Hongji Zeng; Yuzhen Niu; Jiaying Liu 001 (CoRR, 2021)

Benchmarking Low-Light Image Enhancement and Beyond. - Jiaying Liu 001; Dejia Xu; Wenhan Yang; Minhao Fan; Haofeng Huang (Int. J. Comput. Vis., 2021)

Mask-guided GAN for robust text editing in the scene. - Boxi Yu; Yong Xu 007; Yan Huang; Shuai Yang 001; Jiaying Liu 001 (Neurocomputing, 2021)

TE141K: Artistic Text Benchmark for Text Effect Transfer. - Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Unpaired Person Image Generation With Semantic Parsing Transformation. - Sijie Song; Wei Zhang 031; Jiaying Liu 001; Zongming Guo; Tao Mei 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Bridging the Gap Between Computational Photography and Visual Recognition. - Rosaura G. VidalMata; Sreya Banerjee; Brandon RichardWebster; Michael Albright; Pedro Davalos; Scott McCloskey; Ben Miller; Asong Tambo; Sushobhan Ghosh; Sudarshan Nagesh; Ye Yuan 012; Yueyu Hu; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Single Image Deraining: From Model-Based to Data-Driven and Beyond. - Wenhan Yang; Robby T. Tan; Shiqi Wang 001; Yuming Fang; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering. - Dezhao Wang; Sifeng Xia; Wenhan Yang; Jiaying Liu 001 (IEEE Trans. Image Process., 2021)

Band Representation-Based Semi-Supervised Low-Light Image Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual Quality. - Wenhan Yang; Shiqi Wang 001; Yuming Fang; Yue Wang 032; Jiaying Liu 001 (IEEE Trans. Image Process., 2021)

Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement. - Wenhan Yang; Wenjing Wang 001; Haofeng Huang; Shiqi Wang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2021)

Controllable Sketch-to-Image Translation for Robust Face Synthesis. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001; Zongming Guo (IEEE Trans. Image Process., 2021)

Towards Coding for Human and Machine Vision: Scalable Face Image Coding. - Shuai Yang 001; Yueyu Hu; Wenhan Yang; Lingyu Duan; Jiaying Liu 001 (IEEE Trans. Multim., 2021)

Introduction to the Special Issue on Explainable AI on Multimedia Computing. - Wen-Huang Cheng; Jiaying Liu 001; Nicu Sebe; Junsong Yuan 001; Hong-Han Shuai (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Neural Data-Dependent Transform for Learned Image Compression. - Dezhao Wang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001 (CVPR, 2022)

Self-Learned Video Super-Resolution with Augmented Spatial and Temporal Context. - Zejia Fan; Jiaying Liu 001; Wenhan Yang; Wei Xiang; Zongming Guo (ICASSP, 2022)

Rain-Prior Injected Knowledge Distillation for Single Image Deraining. - Yuzhang Hu; Wenhan Yang; Jiaying Liu 001; Zongming Guo (ICIP, 2022)

On the Connection between Local Attention and Dynamic Depth-wise Convolution. - Qi Han 007; Zejia Fan; Qi Dai 001; Lei Sun; Ming-Ming Cheng; Jiaying Liu 001; Jingdong Wang 001 (ICLR, 2022)

Self-supervised Learning and Adaptation for Single Image Dehazing. - Yudong Liang; Bin Wang 071; Wangmeng Zuo; Jiaying Liu 001; Wenqi Ren (IJCAI, 2022)

Collaborative Scalable Visual Compression for Human-Centered Videos. - Haofeng Huang; Wenhan Yang; Wei Xiang; Jiaying Liu 001; Ling-Yu Duan (ISCAS, 2022)

Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning. - Shixing Yu; Yiyang Ma; Wenhan Yang; Wei Xiang; Jiaying Liu 001 (ISCAS, 2022)

Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation. - Wenjing Wang 001; Zhengbo Xu; Haofeng Huang; Jiaying Liu 001 (ACM Multimedia, 2022)

Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement. - Yudong Liang; Bin Wang 071; Wenqi Ren; Jiaying Liu 001; Wenjian Wang; Wangmeng Zuo (ACM Multimedia, 2022)

AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation. - Yiyang Ma; Huan Yang 005; Bei Liu 001; Jianlong Fu; Jiaying Liu 001 (ACM Multimedia, 2022)

Learning-Based Video Coding with Joint Deep Compression and Enhancement. - Tiesong Zhao; Weize Feng; Hongji Zeng; Yiwen Xu; Yuzhen Niu; Jiaying Liu 001 (ACM Multimedia, 2022)

S5Mars: Self-Supervised and Semi-Supervised Learning for Mars Segmentation. - Jiahang Zhang 001; Lilang Lin; Zejia Fan; Wenjing Wang 001; Jiaying Liu 001 (CoRR, 2022)

Fashion Meets Computer Vision: A Survey. - Wen-Huang Cheng; Sijie Song; Chieh-Yun Chen; Shintami Chusnul Hidayati; Jiaying Liu 001 (ACM Comput. Surv., 2022)

Learning End-to-End Lossy Image Compression: A Benchmark. - Yueyu Hu; Wenhan Yang; Zhan Ma; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning. - Wenhan Yang; Robby T. Tan; Jiashi Feng; Shiqi Wang 001; Bin Cheng 001; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Shape-Matching GAN++: Scale Controllable Dynamic Artistic Text Style Transfer. - Shuai Yang 001; Zhangyang Wang; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Artistic Text Style Transfer: An overview of state-of-the-art methods and datasets [SP Forum]. - Xinhao Wang; Shuai Yang 001; Wenjing Wang 001; Jiaying Liu 001 (IEEE Signal Process. Mag., 2022)

Towards Low Light Enhancement With RAW Images. - Haofeng Huang; Wenhan Yang; Yueyu Hu; Jiaying Liu 001; Ling-Yu Duan (IEEE Trans. Image Process., 2022)

CLAST: Contrastive Learning for Arbitrary Style Transfer. - Xinhao Wang; Wenjing Wang 001; Shuai Yang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2022)

Recurrent Exposure Generation for Low-Light Face Detection. - Jinxiu Liang; Jingwen Wang 003; Yuhui Quan; Tianyi Chen; Jiaying Liu 001; Haibin Ling; Yong Xu 007 (IEEE Trans. Multim., 2022)

Learning to Recognize Human Actions From Noisy Skeleton Data Via Noise Adaptation. - Sijie Song; Jiaying Liu 001; Lilang Lin; Zongming Guo (IEEE Trans. Multim., 2022)

Template-Free Try-On Image Synthesis via Semantic-Guided Optimization. - Chien-Lung Chou; Chieh-Yun Chen; Chia-Wei Hsieh; Hong-Han Shuai; Jiaying Liu 001; Wen-Huang Cheng (IEEE Trans. Neural Networks Learn. Syst., 2022)

Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations. - Jiahang Zhang 001; Lilang Lin; Jiaying Liu 001 (AAAI, 2023)

Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition. - Lilang Lin; Jiahang Zhang 001; Jiaying Liu 001 (CVPR, 2023)

Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation. - Rundong Luo; Wenjing Wang 001; Wenhan Yang; Jiaying Liu 001 (ICCV, 2023)

Flash Compensated Low-Light Enhancement Via Hierarchical Network Prediction. - Haowei Kuang; Haofeng Huang; Wenhan Yang; Jiaying Liu 001 (ICIP, 2023)

Content-Adaptive Parallel Entropy Coding for End-to-End Image Compression. - Shujia Li; Dezhao Wang; Zejia Fan; Jiaying Liu 001 (ICIP, 2023)

Collaborative Spatial-Temporal Distillation for Efficient Video Deraining. - Yuzhang Hu; Minghao Liu; Wenhan Yang; Jiaying Liu 001; Zongming Guo (ICME, 2023)

Comprehensive Augmented Domain Adaptation for Image Segmentation Under Rainy Conditions. - Minghao Liu; Jiaxuan Xie; Yuzhang Hu; Wenhan Yang; Jiaying Liu 001 (ICME Workshops, 2023)

Bayesian Contrastive Learning with Manifold Regularization for Self-Supervised Skeleton Based Action Recognition. - Lilang Lin; Jiahang Zhang 001; Jiaying Liu 001 (ISCAS, 2023)

Temporal Consistent Oil Painting Video Stylization. - Luyao Zhang 007; Wenjing Wang 001; Jiaying Liu 001 (ISCAS, 2023)

Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning. - Jiahang Zhang 001; Lilang Lin; Jiaying Liu 001 (ACM Multimedia, 2023)

Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation. - Yiyang Ma; Huan Yang 005; Wenjing Wang 001; Jianlong Fu; Jiaying Liu 001 (CoRR, 2023)

VideoFactory: Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation. - Wenjing Wang 001; Huan Yang 005; Zixi Tuo; Huiguo He; Junchen Zhu; Jianlong Fu; Jiaying Liu 001 (CoRR, 2023)

Unsupervised Face Detection in the Dark. - Wenjing Wang 001; Xinhao Wang; Wenhan Yang; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure. - Wendong Mao; Shuai Yang 001; Huihong Shi; Jiaying Liu 001; Zhongfeng Wang 001 (IEEE Trans. Multim., 2023)

Semi-supervised Learning for Mars Imagery Classification and Segmentation. - Wenjing Wang 001; Lilang Lin; Zejia Fan; Jiaying Liu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Deep Inter Prediction with Error-Corrected Auto-Regressive Network for Video Coding. - Yuzhang Hu; Wenhan Yang; Jiaying Liu 001; Zongming Guo (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Automatic Model-Based Dataset Generation for High-Level Vision Tasks of Autonomous Driving in Haze Weather. - Meiqi Wang; Tianqi Su; Siyi Chen 004; Wenhan Yang; Jiaying Liu 001; Zhongfeng Wang 001 (IEEE Trans. Ind. Informatics, 2023)

Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation. - Xiang Gao 014; Zhengbo Xu; Junhan Zhao; Jiaying Liu 001 (AAAI, 2024)

Seeing Dark Videos via Self-Learned Bottleneck Neural Representation. - Haofeng Huang; Wenhan Yang; Lingyu Duan; Jiaying Liu 001 (AAAI, 2024)

Zero-Reference Low-Light Enhancement via Physical Quadruple Priors. - Wenjing Wang 001; Huan Yang 005; Jianlong Fu; Jiaying Liu 001 (CVPR, 2024)

Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition. - Lilang Lin; Lehong Wu; Jiahang Zhang 001; Jiaying Liu 001 (ECCV (26), 2024)

MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion. - Lehong Wu; Lilang Lin; Jiahang Zhang 001; Yiyang Ma; Jiaying Liu 001 (ECCV (26), 2024)

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution. - Yiyang Ma; Huan Yang 005; Wenhan Yang; Jianlong Fu; Jiaying Liu 001 (ICLR, 2024)

Learning Discriminative and Robust Representations for UAV-View Skeleton-Based Action Recognition. - Shaofan Sun; Jiahang Zhang 001; Guo Tang; Chuanmin Jia; Jiaying Liu 001 (ICME Workshops, 2024)

Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder. - Yiyang Ma; Wenhan Yang; Jiaying Liu 001 (ICML, 2024)

Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition. - Jiahang Zhang 001; Lilang Lin; Jiaying Liu 001 (IJCAI, 2024)

FBSDiff: Plug-and-Play Frequency Band Substitution of Diffusion Features for Highly Controllable Text-Driven Image Translation. - Xiang Gao 014; Jiaying Liu 001 (ACM Multimedia, 2024)

Consistency Guided Diffusion Model with Neural Syntax for Perceptual Image Compression. - Haowei Kuang; Yiyang Ma; Wenhan Yang; Zongming Guo; Jiaying Liu 001 (ACM Multimedia, 2024)

COCO-LC: Colorfulness Controllable Language-based Colorization. - Yifan Li; Yuhang Bai; Shuai Yang 001; Jiaying Liu 001 (ACM Multimedia, 2024)

CoolColor: Text-guided COherent OLd film COLORization. - Zichuan Huang; Yifan Li; Shuai Yang 001; Jiaying Liu 001 (MMAsia, 2024)

Algorithmic Fairness: A Tolerance Perspective. - Renqiang Luo; Tao Tang 007; Feng Xia 001; Jiaying Liu 001; Chengpei Xu; Leo Yu Zhang; Wei Xiang; Chengqi Zhang (CoRR, 2024)

Self-Supervised Skeleton Action Representation Learning: A Benchmark and Beyond. - Jiahang Zhang 001; Lilang Lin; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2024)

Coding for Intelligence from the Perspective of Category. - Wenhan Yang; Zixuan Hu; Lilang Lin; Jiaying Liu 001; Ling-Yu Duan (CoRR, 2024)

Intelligent Artistic Typography: A Comprehensive Review of Artistic Text Design and Generation. - Yuhang Bai; Zichuan Huang; Wenshuo Gao; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2024)

Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics. - Wenhan Yang; Haofeng Huang; Yueyu Hu; Ling-Yu Duan; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery. - Jialu Sui; Yiyang Ma; Wenhan Yang; Xiaokang Zhang; Man-On Pun; Jiaying Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

S⁵Mars: Semi-Supervised Learning for Mars Semantic Segmentation. - Jiahang Zhang 001; Lilang Lin; Zejia Fan; Wenjing Wang 001; Jiaying Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Toward Real-World Super Resolution With Adaptive Self-Similarity Mining. - Zejia Fan; Wenhan Yang; Zongming Guo; Jiaying Liu 001 (IEEE Trans. Image Process., 2024)

Mutual Information Driven Equivariant Contrastive Learning for 3D Action Representation Learning. - Lilang Lin; Jiahang Zhang 001; Jiaying Liu 001 (IEEE Trans. Image Process., 2024)

Editorial for Special Issue on Artificial Intelligence for Art. - Luntian Mou; Feng Gao 014; Zijin Li; Jiaying Liu 001; Hongxun Yao; Johan F. Hoorn (Mach. Intell. Res., 2024)

Learning to Remove Rain in Video With Self-Supervision. - Wenhan Yang; Robby T. Tan; Shiqi Wang 001; Alex C. Kot; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Unsupervised Illumination Adaptation for Low-Light Vision. - Wenjing Wang 001; Rundong Luo; Wenhan Yang; Jiaying Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Prompt-Based Modality Bridging for Unified Text-to-Face Generation and Manipulation. - Yiyang Ma; Haowei Kuang; Huan Yang 005; Jianlong Fu; Jiaying Liu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

UP-Restorer: When Unrolling Meets Prompts for Unified Image Restoration. - Minghao Liu; Wenhan Yang; Jinyi Luo; Jiaying Liu 001 (AAAI, 2025)

PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model. - Xiang Gao 014; Shuai Yang 001; Jiaying Liu 001 (CVPR, 2025)

JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. - Yiyang Ma; Xingchao Liu; Xiaokang Chen; Wen Liu; Chengyue Wu; Zhiyu Wu; Zizheng Pan; Zhenda Xie; Haowei Zhang; Xingkai Yu; Liang Zhao; Yisong Wang; et al. (CVPR, 2025)

Splice, Focus and Relife: High-Resolution Periodic Pattern Generation. - Xicheng Lan; Wenshuo Gao; Luyao Zhang 007; Jiaying Liu 001; Shuai Yang 001 (ISCAS, 2025)

Language-based Image Colorization: A Benchmark and Beyond. - Yifan Li; Shuai Yang 001; Jiaying Liu 001 (CoRR, 2025)

Facial Image Compression via Neural Image Manifold Compression. - Wenhan Yang; Haofeng Huang; Jiaying Liu 001; Alex C. Kot (IEEE Trans. Circuits Syst. Video Technol., 2025)

Swap Attention in Spatiotemporal Diffusions for Text-to-Video Generation. - Wenjing Wang 001; Huan Yang 005; Zixi Tuo; Huiguo He; Junchen Zhu; Jianlong Fu; Jiaying Liu 001 (Int. J. Comput. Vis., 2025)