Compressive sensing via nonlocal low-rank tensor regularization. - Lei Feng 003; Huaijiang Sun; Quan-Sen Sun; Guiyu Xia (Neurocomputing, 2016)

Kernel collaborative representation based dictionary learning and discriminative projection. - Guoqing Zhang 002; Huaijiang Sun; Guiyu Xia; Quan-Sen Sun (Neurocomputing, 2016)

Human motion recovery jointly utilizing statistical and kinematic information. - Guiyu Xia; Huaijiang Sun; Guoqing Zhang 002; Lei Feng 003 (Inf. Sci., 2016)

Kernel dictionary learning based discriminant analysis. - Guoqing Zhang 002; Huaijiang Sun; Zexuan Ji; Guiyu Xia; Lei Feng 003; Quan-Sen Sun (J. Vis. Commun. Image Represent., 2016)

Image compressive sensing via Truncated Schatten-p Norm regularization. - Lei Feng 003; Huaijiang Sun; Quan-Sen Sun; Guiyu Xia (Signal Process. Image Commun., 2016)

Multiple Kernel Sparse Representation-Based Orthogonal Discriminative Projection and Its Cost-Sensitive Extension. - Guoqing Zhang 002; Huaijiang Sun; Guiyu Xia; Quan-Sen Sun (IEEE Trans. Image Process., 2016)

Interactive Image Segmentation via Pairwise Likelihood Learning. - Tao Wang 020; Quan-Sen Sun; Qi Ge; Zexuan Ji; Qiang Chen 004; Guiyu Xia (IJCAI, 2017)

Blind compressive sensing using block sparsity and nonlocal low-rank priors. - Lei Feng 003; Huaijiang Sun; Quan-Sen Sun; Guiyu Xia (J. Vis. Commun. Image Represent., 2017)

Keyframe Extraction for Human Motion Capture Data Based on Joint Kernel Sparse Representation. - Guiyu Xia; Huaijiang Sun; Xiaoqing Niu; Guoqing Zhang 002; Lei Feng 003 (IEEE Trans. Ind. Electron., 2017)

Robust image compressive sensing based on m-estimator and nonlocal low-rank regularization. - Beijia Chen; Huaijiang Sun; Lei Feng 003; Guiyu Xia; Guoqing Zhang 002 (Neurocomputing, 2018)

Human motion recovery utilizing truncated schatten p-norm and kinematic constraints. - Beijia Chen; Huaijiang Sun; Guiyu Xia; Lei Feng 003; Bin Li 084 (Inf. Sci., 2018)

Nonlinear Low-Rank Matrix Completion for Human Motion Recovery. - Guiyu Xia; Huaijiang Sun; Beijia Chen; Qingshan Liu 001; Lei Feng 003; Guoqing Zhang 002; Renlong Hang (IEEE Trans. Image Process., 2018)

Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering. - Guiyu Xia; Huaijiang Sun; Lei Feng 003; Guoqing Zhang 002; Yazhou Liu (IEEE Trans. Image Process., 2018)

Domain adaptive collaborative representation based classification. - Guoqing Zhang 002; Yuhui Zheng; Guiyu Xia (Multim. Tools Appl., 2019)

Learning-Based Sphere Nonlinear Interpolation for Motion Synthesis. - Guiyu Xia; Huaijiang Sun; Qingshan Liu 001; Renlong Hang (IEEE Trans. Ind. Informatics, 2019)

Cost-sensitive joint feature and dictionary learning for face recognition. - Guoqing Zhang 002; Fatih Porikli; Huaijiang Sun; Quansen Sun; Guiyu Xia; Yuhui Zheng (Neurocomputing, 2020)

Optimal Discriminative Projection for Sparse Representation-Based Classification via Bilevel Optimization. - Guoqing Zhang 002; Huaijiang Sun; Yuhui Zheng; Guiyu Xia; Lei Feng 003; Quansen Sun (IEEE Trans. Circuits Syst. Video Technol., 2020)

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs. - Renlong Hang; Zhu Li 001; Pedram Ghamisi; Danfeng Hong; Guiyu Xia; Qingshan Liu 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Likelihood-constrained coupled space learning for motion synthesis. - Guiyu Xia; Peng Xue; Du Zhang; Qingshan Liu 001 (Inf. Sci., 2021)

Nonconvex Low-Rank Kernel Sparse Subspace Learning for Keyframe Extraction and Motion Segmentation. - Guiyu Xia; Beijia Chen; Huaijiang Sun; Qingshan Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Spatial Consistency Constrained GAN for Human Motion Transfer. - Furong Ma; Guiyu Xia; Qingshan Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Keyframe-Editable Real-Time Motion Synthesis. - Guiyu Xia; Peng Xue; Du Zhang; Qingshan Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Local Self-Expression Subspace Learning Network for Motion Capture Data. - Guiyu Xia; Peng Xue; Huaijiang Sun; Yubao Sun; Du Zhang; Qingshan Liu 001 (IEEE Trans. Image Process., 2022)

Pose driven motion image generation aided by depth information. - Zeyuan Zhang; Guiyu Xia; Paike Yang; Wenkai Ye; Yubao Sun; Jia Liu (RobCE, 2023)

Pose-Driven Realistic 2-D Motion Synthesis. - Guiyu Xia; Furong Ma; Qingshan Liu 001; Du Zhang (IEEE Trans. Cybern., 2023)

3D Information Guided Motion Transfer via Sequential Image Based Human Model Refinement and Face-Attention GAN. - Guiyu Xia; Dong Luo; Zeyuan Zhang; Yubao Sun; Qingshan Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Human pose transfer via shape-aware partial flow prediction network. - Furong Ma; Guiyu Xia; Qingshan Liu 001 (Multim. Syst., 2023)

3D human model guided pose transfer via progressive flow prediction network. - Furong Ma; Guiyu Xia; Qingshan Liu 001 (J. Vis. Commun. Image Represent., 2024)

A Deep Learning Framework for Start-End Frame Pair-Driven Motion Synthesis. - Guiyu Xia; Peng Xue; Du Zhang; Qingshan Liu 001; Yubao Sun (IEEE Trans. Neural Networks Learn. Syst., 2024)

Motion Compression Using Structurally Connected Neural Network. - Guiyu Xia; Wenkai Ye; Peng Xue; Yubao Sun; Qingshan Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Text-driven human image generation with texture and pose control. - Zhedong Jin; Guiyu Xia; Paike Yang; Mengxiang Wang; Yubao Sun; Qingshan Liu 001 (Neurocomputing, 2025)

Geometric transformation supervised disentanglement of pose and expression for talking face generation. - Mengxiang Wang; Guiyu Xia; Zhedong Jin; Paike Yang; Yubao Sun (Multim. Syst., 2025)

Person image generation via regional style rectification. - Guiyu Xia; Yun Liu; Zhedong Jin; Yubao Sun (Pattern Recognit., 2026)