An Algorithm Based on Nonlinear PCA and Regulation for Blind Source Separation of Convolutive Mixtures. - Liyan Ma; Hongwei Li 003 (LSMS (1), 2007)

A Hybrid Particle Swarm Optimization for Numerical Optimization. - Zhengang Ning; Liyan Ma; Zhenping Li; Wenjian Xing (BIFE, 2009)

Texture segmentation based on local feature histograms. - Liyan Ma; Jian Yu 001 (ICIP, 2011)

Sparse Representation Prior and Total Variation-Based Image Deblurring under Impulse Noise. - Liyan Ma; Jian Yu 001; Tieyong Zeng (SIAM J. Imaging Sci., 2013)

A Dictionary Learning Approach for Poisson Image Deblurring. - Liyan Ma; Lionel Moisan; Jian Yu 001; Tieyong Zeng (IEEE Trans. Medical Imaging, 2013)

Image Deblurring Via Total Variation Based Structured Sparse Model Selection. - Liyan Ma; Tieyong Zeng (J. Sci. Comput., 2016)

Stereoscopic view synthesis based on region-wise rendering and sparse representation. - Wei Liu 023; Liyan Ma; Bo Qiu; Mingyue Cui (Signal Process. Image Commun., 2016)

Vertex-Disjoint Quadrilaterals in Multigraphs. - Yunshu Gao; Qingsong Zou; Liyan Ma (Graphs Comb., 2017)

Low Rank Prior and Total Variation Regularization for Image Deblurring. - Liyan Ma; Li Xu; Tieyong Zeng (J. Sci. Comput., 2017)

Multi-image matching for object recognition. - Jie Zhu; Shufang Wu; Xizhao Wang; Guoqing Yang; Liyan Ma (IET Comput. Vis., 2018)

Multi-vision Attention Networks for On-line Red Jujube Grading. - Xiaoye Sun; Liyan Ma; Gongyan Li (CoRR, 2019)

Context-Aware Hierarchical Feature Attention Network For Multi-Scale Object Detection. - Xuelong Xu; Xiangfeng Luo; Liyan Ma (ICIP, 2020)

Realistic Style-Transfer Generative Adversarial Network With a Weight-Sharing Strategy. - Shixiong Zhu; Xiangfeng Luo; Liyan Ma; Shaorong Xie; Han Zhang (ICTAI, 2020)

Multi-metric Joint Discrimination Network for Few-Shot Classification. - Wei Wang; Zhijie Wen; Liyan Ma; Shihui Ying (PRCV (3), 2020)

Few-Shot Classification With Intra-Class Unrelated Multi-Prototype Representation and Episode Adaptation Strategy. - Zhijie Wen; Qi Zhang; Wei Wang; Liyan Ma (ICTAI, 2021)

Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading. - Li Tian; Liyan Ma; Zhijie Wen; Shaorong Xie; Yupeng Xu (IJCNN, 2021)

MSST-RT: Multi-Stream Spatial-Temporal Relative Transformer for Skeleton-Based Action Recognition. - Yan Sun; Yixin Shen; Liyan Ma (Sensors, 2021)

Pixel-Attention CNN With Color Correlation Loss for Color Image Denoising. - Fan Jia; Liyan Ma; Yijin Yang; Tieyong Zeng (IEEE Signal Process. Lett., 2021)

Prior Semantic Harmonization Network for Few-Shot Semantic Segmentation. - Xinhao Yang; Liyan Ma; Yang Zhou; Yan Peng 001; Shaorong Xie (ICIP, 2022)

Open-World Object Detection via Discriminative Class Prototype Learning. - Jinan Yu; Liyan Ma; Zhenglin Li; Yan Peng 001; Shaorong Xie (ICIP, 2022)

A Transformer-based Cascade Network with Boundary Enhancement Loss for Retinal Vessel Segmentation. - Binke Cai; Liyan Ma (ICPR, 2022)

Prior distributions-based data augmentation for object detection. - Ke Sun; Xiangfeng Luo; Liyan Ma; Shixiong Zhu (Int. J. Comput. Sci. Eng., 2022)

Side-path FPN-based multi-scale object detection. - Weixian Wan; Xiangfeng Luo; Liyan Ma; Shaorong Xie (Int. J. Comput. Sci. Eng., 2022)

Learning-Based Stereoscopic View Synthesis with Cascaded Deep Neural Networks. - Wei Liu; Liyan Ma; Mingyue Cui (J. Adv. Comput. Intell. Intell. Informatics, 2022)

TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network. - Yan Sun; Xueling Feng; Liyan Ma; Long Hu; Mark S. Nixon (IJCB, 2023)

Multi-scale and Multi-stage Deraining Network with Fourier Space Loss. - Zhaoyong Yan; Liyan Ma; Xiangfeng Luo; Yan Sun (MMM (2), 2023)

New Insights on the Generation of Rain Streaks: Generating-Removing United Unpaired Image Deraining Network. - Yu Chen; Zhaoyong Yan; Liyan Ma (PRCV (11), 2023)

Global Consistency Enhancement Network for Weakly-Supervised Semantic Segmentation. - Le Jiang; Xinhao Yang; Liyan Ma; Zhenglin Li (PRCV (9), 2023)

Object-Level Contrast Learning for 3D Sparse Object Detection in Ocean Scene. - Yuheng He; Wenbin Yang; Xiangfeng Luo; Liyan Ma; Shaorong Xie (SEKE, 2023)

Few-Shot Object Detection via Instance-wise and Prototypical Contrastive Learning. - Qiaoning Lei; Yinsai Guo; Liyan Ma; Xiangfeng Luo (SEKE, 2023)

THFE: A Triple-hierarchy Feature Enhancement method for tiny boat detection. - Yinsai Guo; Hang Yu 006; Liyan Ma; Liang Zeng; Xiangfeng Luo (Eng. Appl. Artif. Intell., 2023)

A novel inverse kinematics for solving repetitive motion planning of 7-DOF SRS manipulator. - Jingdong Zhao; Zichun Xu; Liangliang Zhao; Yuntao Li; Liyan Ma; Hong Liu 002 (Robotica, 2023)

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation. - Yitian Tao; Liyan Ma; Jing Yu; Han Zhang (CoRR, 2024)

Distilling object detectors with mask-guided feature and relation-based knowledge. - Liang Zeng; Liyan Ma; Xiangfeng Luo; Yinsai Guo; Xue Chen (Int. J. Comput. Sci. Eng., 2024)

DP-DDCL: A discriminative prototype with dual decoupled contrast learning method for few-shot object detection. - Yinsai Guo; Liyan Ma; Xiangfeng Luo; Shaorong Xie (Knowl. Based Syst., 2024)

UFPS: A unified framework for partially annotated federated segmentation in heterogeneous data distribution. - Le Jiang; Liyan Ma; Tieyong Zeng; Shihui Ying (Patterns, 2024)

BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection. - Yu Chen; Liyan Ma; Liping Jing; Jian Yu 001 (Pattern Recognit., 2024)

DSCA: A Dual Semantic Correlation Alignment Method for domain adaptation object detection. - Yinsai Guo; Hang Yu 006; Shaorong Xie; Liyan Ma; Xinzhi Cao; Xiangfeng Luo (Pattern Recognit., 2024)

DQDG: Data-Free Quantization With Dual Generators for Keyword Spotting. - Xinbiao Xu; Liyan Ma; Fan Jia; Tieyong Zeng (IEEE Signal Process. Lett., 2024)

MTABot: An Efficient Morphable Terrestrial-Aerial Robot With Two Transformable Wheels. - Ke Shi; Zainan Jiang; Liyan Ma; Le Qi; Minghe Jin (IEEE Robotics Autom. Lett., 2024)

SRENet: Structure recovery ensemble network for single image deraining. - Dan Zhang; Yingbing Xu; Liyan Ma; Xiaowei Li; Xiangyu Zhang; Yan Peng; Yaoran Chen (Appl. Intell., 2024)

Meta-lasso: new insight on infection prediction after minimally invasive surgery. - Yuejia Cheng; Qinhua Tang; Xiang Li; Liyan Ma; Junyi Yuan; Xumin Hou (Medical Biol. Eng. Comput., 2024)

Saliency information and mosaic based data augmentation method for densely occluded object recognition. - Ying Tong; Xiangfeng Luo; Liyan Ma; Shaorong Xie; Wenbin Yang; Yinsai Guo (Pattern Anal. Appl., 2024)

Memory-Based Cross-Modal Semantic Alignment Network for Radiology Report Generation. - Yitian Tao; Liyan Ma; Jing Yu 007; Han Zhang 002 (IEEE J. Biomed. Health Informatics, 2024)

DIE-CDK: A Discriminative Information Enhancement Method With Cross-Modal Domain Knowledge for Fine-Grained Ship Detection. - Yinsai Guo; Hang Yu 006; Liyan Ma; Xiangfeng Luo; Shaorong Xie (IEEE Trans. Circuits Syst. Video Technol., 2024)

FEFA: Frequency Enhanced Multi-Modal MRI Reconstruction With Deep Feature Alignment. - Xuanmin Chen; Liyan Ma; Shihui Ying; Dinggang Shen; Tieyong Zeng (IEEE J. Biomed. Health Informatics, 2024)

Zero-Shot Scene Graph Generation with Bias Correction and Unseen Space Optimization. - Xinyue Li; Yinsai Guo; Liyan Ma; Shaorong Xie (ICIC (6), 2025)

Co-saliency guided multi-modal learning for referring video object segmentation. - Ying Tong; Xiangfeng Luo; Liyan Ma; Shaorong Xie (Knowl. Based Syst., 2025)

MPGB: Learning discriminative embeddings with multi-prototype and gradient balancing strategy for multi-modal 3D open world object detection. - Haozhe Zhang; Liyan Ma; Zhi Li 080; Tieyong Zeng (Knowl. Based Syst., 2025)

Open set label noise learning with robust sample selection and margin-guided module. - Yuandi Zhao; Qianxi Xia; Yang Sun; Zhijie Wen; Liyan Ma; Shihui Ying (Knowl. Based Syst., 2025)

Shadow defense against gradient inversion attack in federated learning. - Le Jiang; Liyan Ma; Guang Yang 006 (Medical Image Anal., 2025)

LMS-Net: A learned Mumford-Shah network for binary few-shot medical image segmentation. - Shengdong Zhang; Fan Jia; Xiang Li; Hao Zhang; Jun Shi 004; Liyan Ma; Shihui Ying (Medical Image Anal., 2025)

TriGait: Hybrid Fusion Strategy for Multimodal Alignment and Integration in Gait Recognition. - Yan Sun; Xueling Feng; Xiaolei Liu; Liyan Ma; Long Hu; Mark S. Nixon (IEEE Trans. Biom. Behav. Identity Sci., 2025)

LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation. - Shengdong Zhang; Fan Jia; Xiang Li; Hao Zhang; Jun Shi 004; Liyan Ma; Shihui Ying (CoRR, 2025)

Shadow defense against gradient inversion attack in federated learning. - Le Jiang; Liyan Ma; Guang Yang (CoRR, 2025)