Liyan Ma

69 papers B 10C 2Journal 50Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Information Bottleneck Scores for Identifying Causally Informative Attention Heads in Vision-Language Models.
Algorithms
Yiyou Zhang, Liyan Ma
2026 J jnl
MSAFed: Generalized Multi-Stage and Adaptive Federated Learning for Test-Time Medical Segmentation.
IEEE J. Biomed. Health Informatics
Jiajie Jin, Xuanmin Chen, Liyan Ma, Shihui Ying, Guang Yang, Tieyong Zeng
2025 J jnl
Co-saliency guided multi-modal learning for referring video object segmentation.
Knowl. Based Syst.
Ying Tong, Xiangfeng Luo, Liyan Ma, Shaorong Xie
2025 B conf
Dual-level Concept-aware Network for Video Captioning with Augmented Semantics.
IJCNN
Sijia Lu, Yinsai Guo, Xue Chen, Liyan Ma
2025 J jnl
LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation.
CoRR
Shengdong Zhang, Fan Jia, Xiang Li, Hao Zhang, Jun Shi, Liyan Ma, Shihui Ying
2025 J jnl
LMS-Net: A learned Mumford-Shah network for binary few-shot medical image segmentation.
Medical Image Anal.
Shengdong Zhang, Fan Jia, Xiang Li, Hao Zhang, Jun Shi, Liyan Ma, Shihui Ying
2025 J jnl
MPGB: Learning discriminative embeddings with multi-prototype and gradient balancing strategy for multi-modal 3D open world object detection.
Knowl. Based Syst.
Haozhe Zhang, Liyan Ma, Zhi Li, Tieyong Zeng
2025 J jnl
Open set label noise learning with robust sample selection and margin-guided module.
CoRR
Yuandi Zhao, Qianxi Xia, Yang Sun, Zhijie Wen, Liyan Ma, Shihui Ying
2025 J jnl
Open set label noise learning with robust sample selection and margin-guided module.
Knowl. Based Syst.
Yuandi Zhao, Qianxi Xia, Yang Sun, Zhijie Wen, Liyan Ma, Shihui Ying
2025 J jnl
Saliency and correlation learning for co-salient object detection.
Eng. Appl. Artif. Intell.
Ying Tong, Xiangfeng Luo, Liyan Ma, Shaorong Xie
2025 J jnl
Shadow defense against gradient inversion attack in federated learning.
CoRR
Le Jiang, Liyan Ma, Guang Yang
2025 J jnl
Shadow defense against gradient inversion attack in federated learning.
Medical Image Anal.
Le Jiang, Liyan Ma, Guang Yang
2025 J jnl
Towards Generic Abdominal Multi-Organ Segmentation with multiple partially labeled datasets.
Comput. Medical Imaging Graph.
Xiang Li, Faming Fang, Liyan Ma, Tieyong Zeng, Guixu Zhang, Ming Xu
2025 J jnl
TriGait: Hybrid Fusion Strategy for Multimodal Alignment and Integration in Gait Recognition.
IEEE Trans. Biom. Behav. Identity Sci.
Yan Sun, Xueling Feng, Xiaolei Liu, Liyan Ma, Long Hu, Mark S. Nixon
2025 J jnl
Unsupervised adaptive learning method for salient object detection under weak observation conditions.
Appl. Intell.
Ying Tong, Xiangfeng Luo, Liyan Ma, Shaorong Xie, Hao Qiu
2025 J jnl
Unveiling Neonatal Pneumonia Microbiome by High-throughput Sequencing and Droplet Culturomics.
Genom. Proteom. Bioinform.
Zerui Wang, Xin Cheng, Yibin Xu, Zhiyi Wang, Liyan Ma, Caiming Li, Shize Jiang, Yuchen Li, Shuilong Guo, Wenbin Du
2025 — conf
Zero-Shot Scene Graph Generation with Bias Correction and Unseen Space Optimization.
ICIC (6)
Xinyue Li, Yinsai Guo, Liyan Ma, Shaorong Xie
2024 J jnl
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection.
CoRR
Yu Chen, Liyan Ma, Liping Jing, Jian Yu
2024 J jnl
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection.
Pattern Recognit.
Yu Chen, Liyan Ma, Liping Jing, Jian Yu
2024 J jnl
DIE-CDK: A Discriminative Information Enhancement Method With Cross-Modal Domain Knowledge for Fine-Grained Ship Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yinsai Guo, Hang Yu, Liyan Ma, Xiangfeng Luo, Shaorong Xie
2024 J jnl
DP-DDCL: A discriminative prototype with dual decoupled contrast learning method for few-shot object detection.
Knowl. Based Syst.
Yinsai Guo, Liyan Ma, Xiangfeng Luo, Shaorong Xie
2024 J jnl
DQDG: Data-Free Quantization With Dual Generators for Keyword Spotting.
IEEE Signal Process. Lett.
Xinbiao Xu, Liyan Ma, Fan Jia, Tieyong Zeng
2024 J jnl
DSCA: A Dual Semantic Correlation Alignment Method for domain adaptation object detection.
Pattern Recognit.
Yinsai Guo, Hang Yu, Shaorong Xie, Liyan Ma, Xinzhi Cao, Xiangfeng Luo
2024 J jnl
Distilling object detectors with mask-guided feature and relation-based knowledge.
Int. J. Comput. Sci. Eng.
Yinsai Guo, Liang Zeng, Xiangfeng Luo, Liyan Ma, Xue Chen
2024 J jnl
Distilling object detectors with mask-guided feature and relation-based knowledge.
Int. J. Comput. Sci. Eng.
Liang Zeng, Liyan Ma, Xiangfeng Luo, Yinsai Guo, Xue Chen
2024 J jnl
FEFA: Frequency Enhanced Multi-Modal MRI Reconstruction With Deep Feature Alignment.
IEEE J. Biomed. Health Informatics
Xuanmin Chen, Liyan Ma, Shihui Ying, Dinggang Shen, Tieyong Zeng
2024 J jnl
MTABot: An Efficient Morphable Terrestrial-Aerial Robot With Two Transformable Wheels.
IEEE Robotics Autom. Lett.
Ke Shi, Zainan Jiang, Liyan Ma, Le Qi, Minghe Jin
2024 J jnl
Memory-Based Cross-Modal Semantic Alignment Network for Radiology Report Generation.
IEEE J. Biomed. Health Informatics
Yitian Tao, Liyan Ma, Jing Yu, Han Zhang
2024 J jnl
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation.
CoRR
Yitian Tao, Liyan Ma, Jing Yu, Han Zhang
2024 J jnl
Meta-lasso: new insight on infection prediction after minimally invasive surgery.
Medical Biol. Eng. Comput.
Yuejia Cheng, Qinhua Tang, Xiang Li, Liyan Ma, Junyi Yuan, Xumin Hou
2024 J jnl
SRENet: Structure recovery ensemble network for single image deraining.
Appl. Intell.
Dan Zhang, Yingbing Xu, Liyan Ma, Xiaowei Li, Xiangyu Zhang, Yan Peng, Yaoran Chen
2024 J jnl
Saliency information and mosaic based data augmentation method for densely occluded object recognition.
Pattern Anal. Appl.
Ying Tong, Xiangfeng Luo, Liyan Ma, Shaorong Xie, Wenbin Yang, Yinsai Guo
2024 J jnl
UFPS: A unified framework for partially annotated federated segmentation in heterogeneous data distribution.
Patterns
Le Jiang, Liyan Ma, Tieyong Zeng, Shihui Ying
2023 J jnl
A novel inverse kinematics for solving repetitive motion planning of 7-DOF SRS manipulator.
Robotica
Jingdong Zhao, Zichun Xu, Liangliang Zhao, Yuntao Li, Liyan Ma, Hong Liu
2023 C conf
Few-Shot Object Detection via Instance-wise and Prototypical Contrastive Learning.
SEKE
Qiaoning Lei, Yinsai Guo, Liyan Ma, Xiangfeng Luo
2023 — conf
Global Consistency Enhancement Network for Weakly-Supervised Semantic Segmentation.
PRCV (9)
Le Jiang, Xinhao Yang, Liyan Ma, Zhenglin Li
2023 — conf
Multi-scale and Multi-stage Deraining Network with Fourier Space Loss.
MMM (2)
Zhaoyong Yan, Liyan Ma, Xiangfeng Luo, Yan Sun
2023 — conf
New Insights on the Generation of Rain Streaks: Generating-Removing United Unpaired Image Deraining Network.
PRCV (11)
Yu Chen, Zhaoyong Yan, Liyan Ma
2023 C conf
Object-Level Contrast Learning for 3D Sparse Object Detection in Ocean Scene.
SEKE
Yuheng He, Wenbin Yang, Xiangfeng Luo, Liyan Ma, Shaorong Xie
2023 J jnl
Open-World Object Detection via Discriminative Class Prototype Learning.
CoRR
Jinan Yu, Liyan Ma, Zhenglin Li, Yan Peng, Shaorong Xie
2023 J jnl
THFE: A Triple-hierarchy Feature Enhancement method for tiny boat detection.
Eng. Appl. Artif. Intell.
Yinsai Guo, Hang Yu, Liyan Ma, Liang Zeng, Xiangfeng Luo
2023 B conf
TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network.
IJCB
Yan Sun, Xueling Feng, Liyan Ma, Long Hu, Mark S. Nixon
2023 J jnl
TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network.
CoRR
Yan Sun, Xueling Feng, Liyan Ma, Long Hu, Mark S. Nixon
2023 J jnl
UFPS: A unified framework for partially-annotated federated segmentation in heterogeneous data distribution.
CoRR
Le Jiang, Liyan Ma, Tieyong Zeng, Shihui Ying
2022 B conf
A Transformer-based Cascade Network with Boundary Enhancement Loss for Retinal Vessel Segmentation.
ICPR
Binke Cai, Liyan Ma
2022 J jnl
Learning-Based Stereoscopic View Synthesis with Cascaded Deep Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics
Wei Liu, Liyan Ma, Mingyue Cui
2022 B conf
Open-World Object Detection via Discriminative Class Prototype Learning.
ICIP
Jinan Yu, Liyan Ma, Zhenglin Li, Yan Peng, Shaorong Xie
2022 B conf
Prior Semantic Harmonization Network for Few-Shot Semantic Segmentation.
ICIP
Xinhao Yang, Liyan Ma, Yang Zhou, Yan Peng, Shaorong Xie
2022 J jnl
Prior distributions-based data augmentation for object detection.
Int. J. Comput. Sci. Eng.
Ke Sun, Xiangfeng Luo, Liyan Ma, Shixiong Zhu
2022 J jnl
Side-path FPN-based multi-scale object detection.
Int. J. Comput. Sci. Eng.
Weixian Wan, Xiangfeng Luo, Liyan Ma, Shaorong Xie
2021 B conf
Few-Shot Classification With Intra-Class Unrelated Multi-Prototype Representation and Episode Adaptation Strategy.
ICTAI
Zhijie Wen, Qi Zhang, Wei Wang, Liyan Ma
2021 B conf
Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading.
IJCNN
Li Tian, Liyan Ma, Zhijie Wen, Shaorong Xie, Yupeng Xu
2021 J jnl
MSST-RT: Multi-Stream Spatial-Temporal Relative Transformer for Skeleton-Based Action Recognition.
Sensors
Yan Sun, Yixin Shen, Liyan Ma
2021 J jnl
Pixel-Attention CNN With Color Correlation Loss for Color Image Denoising.
IEEE Signal Process. Lett.
Fan Jia, Liyan Ma, Yijin Yang, Tieyong Zeng
2020 B conf
Context-Aware Hierarchical Feature Attention Network For Multi-Scale Object Detection.
ICIP
Xuelong Xu, Xiangfeng Luo, Liyan Ma
2020 J jnl
Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading.
CoRR
Li Tian, Liyan Ma, Zhijie Wen, Shaorong Xie, Yupeng Xu
2020 — conf
Multi-metric Joint Discrimination Network for Few-Shot Classification.
PRCV (3)
Wei Wang, Zhijie Wen, Liyan Ma, Shihui Ying
2020 B conf
Realistic Style-Transfer Generative Adversarial Network With a Weight-Sharing Strategy.
ICTAI
Shixiong Zhu, Xiangfeng Luo, Liyan Ma, Shaorong Xie, Han Zhang
2019 J jnl
Multi-vision Attention Networks for On-line Red Jujube Grading.
CoRR
Xiaoye Sun, Liyan Ma, Gongyan Li
2018 J jnl
Multi-image matching for object recognition.
IET Comput. Vis.
Jie Zhu, Shufang Wu, Xizhao Wang, Guoqing Yang, Liyan Ma
2017 J jnl
Low Rank Prior and Total Variation Regularization for Image Deblurring.
J. Sci. Comput.
Liyan Ma, Li Xu, Tieyong Zeng
2017 J jnl
Vertex-Disjoint Quadrilaterals in Multigraphs.
Graphs Comb.
Yunshu Gao, Qingsong Zou, Liyan Ma
2016 J jnl
Image Deblurring Via Total Variation Based Structured Sparse Model Selection.
J. Sci. Comput.
Liyan Ma, Tieyong Zeng
2016 J jnl
Stereoscopic view synthesis based on region-wise rendering and sparse representation.
Signal Process. Image Commun.
Wei Liu, Liyan Ma, Bo Qiu, Mingyue Cui
2013 J jnl
A Dictionary Learning Approach for Poisson Image Deblurring.
IEEE Trans. Medical Imaging
Liyan Ma, Lionel Moisan, Jian Yu, Tieyong Zeng
2013 J jnl
Sparse Representation Prior and Total Variation-Based Image Deblurring under Impulse Noise.
SIAM J. Imaging Sci.
Liyan Ma, Jian Yu, Tieyong Zeng
2011 B conf
Texture segmentation based on local feature histograms.
ICIP
Liyan Ma, Jian Yu
2009 — conf
A Hybrid Particle Swarm Optimization for Numerical Optimization.
BIFE
Zhengang Ning, Liyan Ma, Zhenping Li, Wenjian Xing
2007 — conf
An Algorithm Based on Nonlinear PCA and Regulation for Blind Source Separation of Convolutive Mixtures.
LSMS (1)
Liyan Ma, Hongwei Li