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Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2025 | Journal article
DOI: 10.1109/TPAMI.2024.3524377
Contributors: Yifan Feng; Jiangang Huang; Shaoyi Du; Shihui Ying; Jun-Hai Yong; Yipeng Li; Guiguang Ding; Rongrong Ji; Yue Gao
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Crossref

PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration

2025 | Book chapter
DOI: 10.1007/978-3-031-72904-1_17
Contributors: Runzhao Yao; Shaoyi Du; Wenting Cui; Canhui Tang; Chengwu Yang
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Crossref

RDD: Learning Reinforced 3D Detectors and Descriptors Based on Policy Gradient

IEEE Transactions on Multimedia
2025 | Journal article
DOI: 10.1109/TMM.2023.3338054
Contributors: Wenting Cui; Shaoyi Du; Runzhao Yao; Canhui Tang; Aixue Ye; Feng Wen; Zhiqiang Tian
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Crossref

RGB-D Domain adaptive semantic segmentation with cross-modality feature recalibration

Information Fusion
2025-08 | Journal article
DOI: 10.1016/j.inffus.2025.103117
Contributors: Qizhe Fan; Xiaoqin Shen; Shihui Ying; Juan Wang; Shaoyi Du
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Cross-sensor contrastive learning-based pre-training for machinery fault diagnosis under sample-limited conditions

Knowledge-Based Systems
2025-02 | Journal article
DOI: 10.1016/j.knosys.2025.113075
Contributors: Hao Hu; Yue Ma; Ruoxue Li; Zhixi Feng; Shuyuan Yang; Shaoyi Du; Yue Gao
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Crossref

Hierarchical containment control with cluster consensus for multiagent systems under directional three-layer topology

Information Sciences
2025-02 | Journal article
DOI: 10.1016/j.ins.2024.121184
Contributors: Jingshu Sang; Dazhong Ma; Zhiqiang Tian; Shaoyi Du
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HSC-T: B-Ultrasound-to-Elastography Translation via Hierarchical Structural Consistency Learning for Thyroid Cancer Diagnosis

IEEE Journal of Biomedical and Health Informatics
2025-02 | Journal article
DOI: 10.1109/JBHI.2024.3491905
Contributors: Hongcheng Han; Zhiqiang Tian; Qinbo Guo; Jue Jiang; Shaoyi Du; Juan Wang
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Robust Point Cloud Registration Based on Semantic Iterative Closest Point Algorithm

Fundamental Research
2025-02 | Journal article
DOI: 10.1016/j.fmre.2024.04.025
Contributors: Shaoyi Du; Tiancheng Shao; Canhui Tang; Wei Zeng; Zhiqiang Tian
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Adaptive Distraction Recognition via Soft Prototype Learning and Probabilistic Label Alignment

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3444006
Contributors: Yuying Liu; Shaoyi Du; Hongcheng Han; Xudong Chen; Wei Zeng; Zhiqiang Tian
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Cin-Seg: Causal Invariance for Tag-Supervised Segmentation on Medical Images

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
DOI: 10.1109/TIM.2024.3400353
Contributors: Zhang Chen; Zhiqiang Tian; Jihua Zhu; Shaoyi Du; Qindong Sun
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DAGCN: Dynamic and Adaptive Graph Convolutional Network for Salient Object Detection

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3219245
Contributors: Ce Li; Fenghua Liu; Zhiqiang Tian; Shaoyi Du; Yang Wu
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Generative Variational-Contrastive Learning for Self-Supervised Point Cloud Representation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 | Journal article
DOI: 10.1109/TPAMI.2024.3378708
Contributors: Bohua Wang; Zhiqiang Tian; Aixue Ye; Feng Wen; Shaoyi Du; Yue Gao
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GUESS: GradUally Enriching SyntheSis for Text-Driven Human Motion Generation

IEEE Transactions on Visualization and Computer Graphics
2024 | Journal article
DOI: 10.1109/TVCG.2024.3352002
Contributors: Xuehao Gao; Yang Yang; Zhenyu Xie; Shaoyi Du; Zhongqian Sun; Yang Wu
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Hypergraph-Based Multi-View Action Recognition Using Event Cameras

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 | Journal article
DOI: 10.1109/TPAMI.2024.3382117
Contributors: Yue Gao; Jiaxuan Lu; Siqi Li; Yipeng Li; Shaoyi Du
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IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction

IEEE Transactions on Cybernetics
2024 | Journal article
DOI: 10.1109/TCYB.2024.3359237
Contributors: Jing Yang; Yuehai Chen; Shaoyi Du; Badong Chen; Jose C. Principe
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Learning Discriminative Features for Crowd Counting

IEEE Transactions on Image Processing
2024 | Journal article
DOI: 10.1109/TIP.2024.3408609
Contributors: Yuehai Chen; Qingzhong Wang; Jing Yang; Badong Chen; Haoyi Xiong; Shaoyi Du
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Crossref

Learning Heterogeneous Spatial–Temporal Context for Skeleton-Based Action Recognition

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2023.3252172
Contributors: Xuehao Gao; Yang Yang; Yang Wu; Shaoyi Du
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Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction

IEEE Transactions on Image Processing
2024 | Journal article
DOI: 10.1109/TIP.2024.3414935
Contributors: Xuehao Gao; Yang Yang; Yang Wu; Shaoyi Du; Guo-Jun Qi
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Crossref

OTCLDA: Optimal Transport and Contrastive Learning for Domain Adaptive Semantic Segmentation

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3399399
Contributors: Qizhe Fan; Xiaoqin Shen; Shihui Ying; Shaoyi Du
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Semi-Supervised Domain Adaptation via Joint Transductive and Inductive Subspace Learning

IEEE Transactions on Multimedia
2024 | Journal article
DOI: 10.1109/TMM.2024.3407696
Contributors: Hao Luo; Zhiqiang Tian; Kaibing Zhang; Guofa Wang; Shaoyi Du
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Multi-grained Correspondence Learning of Audio-language Models for Few-shot Audio Recognition

2024-10-28 | Conference paper
DOI: 10.1145/3664647.3681389
Contributors: Shengwei Zhao; Linhai Xu; Yuying Liu; Shaoyi Du
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Hypergraph-Based Multi-Modal Representation for Open-Set 3D Object Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-04 | Journal article
DOI: 10.1109/TPAMI.2023.3332768
Contributors: Yifan Feng; Shuyi Ji; Yu-Shen Liu; Shaoyi Du; Qionghai Dai; Yue Gao
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Crossref

Action Recognition and Benchmark Using Event Cameras

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
DOI: 10.1109/TPAMI.2023.3300741
Contributors: Yue Gao; Jiaxuan Lu; Siqi Li; Nan Ma; Shaoyi Du; Yipeng Li; Qionghai Dai
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Crossref

Efficient Spatio-Temporal Contrastive Learning for Skeleton-Based 3-D Action Recognition

IEEE Transactions on Multimedia
2023 | Journal article
DOI: 10.1109/TMM.2021.3127040
Contributors: Xuehao Gao; Yang Yang; Yimeng Zhang; Maosen Li; Jin-Gang Yu; Shaoyi Du
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Crossref

Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map

IEEE Transactions on Image Processing
2023 | Journal article
DOI: 10.1109/TIP.2023.3331908
Contributors: Yuehai Chen; Jing Yang; Badong Chen; Shaoyi Du; Gang Hua
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Crossref

Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023-12 | Journal article
DOI: 10.1109/TPAMI.2023.3312592
Contributors: Runzhao Yao; Shaoyi Du; Wenting Cui; Aixue Ye; Feng Wen; Hongbo Zhang; Zhiqiang Tian; Yue Gao
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Crossref

An Uncertainty-Aware and Sex-Prior Guided Biological Age Estimation From Orthopantomogram Images

IEEE Journal of Biomedical and Health Informatics
2023-10 | Journal article
DOI: 10.1109/JBHI.2023.3297610
Contributors: Dong Zhang; Jing Yang; Shaoyi Du; Wenqing Bu; Yu-cheng Guo
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Crossref

Detach and unite: A simple meta-transfer for few-shot learning

Knowledge-Based Systems
2023-10 | Journal article
DOI: 10.1016/j.knosys.2023.110798
Contributors: Yaoyue Zheng; Xuetao Zhang; Zhiqiang Tian; Wei Zeng; Shaoyi Du
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Crossref

Kinematics Model Estimation of 4W Skid-Steering Mobile Robots Using Visual Terrain Classification

Journal of Robotics
2023-10-11 | Journal article
DOI: 10.1155/2023/1632563
Contributors: Yang Chen; Yao Wu; Wei Zeng; Shaoyi Du; Keigo Watanabe
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Crossref

Curriculum classification network based on margin balancing multi-loss and ensemble learning

Future Generation Computer Systems
2023-08 | Journal article
DOI: 10.1016/j.future.2023.03.013
Contributors: Shaoyi Du; Yuying Liu; Xijing Wang; Yuting Chi; Nanning Zheng; Yucheng Guo
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Crossref

PGF-BIQA: Blind image quality assessment via probability multi-grained cascade forest

Computer Vision and Image Understanding
2023-07 | Journal article
DOI: 10.1016/j.cviu.2023.103695
Contributors: Hao Liu; Ce Li; Shangang Jin; Weizhe Gao; Fenghua Liu; Shaoyi Du; Shihui Ying
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Crossref

Multi-grained Representation Learning for Cross-modal Retrieval

2023-07-19 | Conference paper
DOI: 10.1145/3539618.3592025
Contributors: Shengwei Zhao; Linhai Xu; Yuying Liu; Shaoyi Du
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Crossref

Machine learning-based detection of cervical spondylotic myelopathy using multiple gait parameters

Biomimetic Intelligence and Robotics
2023-06 | Journal article
DOI: 10.1016/j.birob.2023.100103
Contributors: Xinyu Ji; Wei Zeng; Qihang Dai; Yuyan Zhang; Shaoyi Du; Bing Ji
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Crossref

Coarse-to-fine feature representation based on deformable partition attention for melanoma identification

Pattern Recognition
2023-04 | Journal article
DOI: 10.1016/j.patcog.2022.109247
Contributors: Dong Zhang; Jing Yang; Shaoyi Du; Hongcheng Han; Yuyan Ge; Longfei Zhu; Ce Li; Meifeng Xu; Nanning Zheng
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Crossref

Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation

IEEE Transactions on Circuits and Systems for Video Technology
2023-03 | Journal article
DOI: 10.1109/TCSVT.2022.3208714
Contributors: Yuehai Chen; Jing Yang; Badong Chen; Shaoyi Du
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Crossref

STORM: Structure-Based Overlap Matching for Partial Point Cloud Registration

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023-01-01 | Journal article
DOI: 10.1109/TPAMI.2022.3148308
Contributors: Yujie Wang; Chenggang Yan; Yutong Feng; Shaoyi Du; Qionghai Dai; Yue Gao
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Crossref

A robust registration algorithm based on salient object detection

Multimedia Tools and Applications
2022-10 | Journal article
DOI: 10.1007/s11042-022-13194-3
Contributors: Runzhao Yao; Shaoyi Du; Teng Wan; Wenting Cui
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Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression

IEEE Transactions on Cybernetics
2022-10 | Journal article
DOI: 10.1109/TCYB.2021.3062842
Contributors: Jianji Wang; Shupei Zhang; Qi Liu; Shaoyi Du; Yu-Cheng Guo; Nanning Zheng; Fei-Yue Wang
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Rotation-Invariant Point Cloud Representation for 3-D Model Recognition

IEEE Transactions on Cybernetics
2022-10 | Journal article
DOI: 10.1109/TCYB.2022.3157593
Contributors: Yan Wang; Yining Zhao; Shihui Ying; Shaoyi Du; Yue Gao
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Crossref

RGB-D Point Cloud Registration Based on Salient Object Detection

IEEE Transactions on Neural Networks and Learning Systems
2022-08 | Journal article
DOI: 10.1109/TNNLS.2021.3053274
Contributors: Teng Wan; Shaoyi Du; Wenting Cui; Runzhao Yao; Yuyan Ge; Ce Li; Yue Gao; Nanning Zheng
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Crossref

Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
DOI: 10.1109/TIM.2021.3076850
Contributors: Huikai Shao; Dexing Zhong; Xuefeng Du; Shaoyi Du; Raymond N. J. Veldhuis
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Robust registration algorithm based on rational quadratic kernel for point sets with outliers and noise

Multimedia Tools and Applications
2021-07-27 | Journal article
DOI: 10.1007/s11042-021-10851-x
Contributors: Runzhao Yao; Shaoyi Du; Teng Wan; Wenting Cui; Yang Yang; Yang Jing; Ce Li
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Crossref

Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2021-06 | Journal article
DOI: 10.1109/TSMC.2019.2931403
Contributors: Badong Chen; Lei Xing; Haiquan Zhao; Shaoyi Du; Jose C. Principe
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Point Set Registration With Similarity and Affine Transformations Based on Bidirectional KMPE Loss

IEEE Transactions on Cybernetics
2021-03 | Journal article
DOI: 10.1109/TCYB.2019.2944171
Contributors: Yang Yang; Dandan Fan; Shaoyi Du; Muyi Wang; Badong Chen; Yue Gao
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Crossref

Color Point Cloud Registration Based on Supervoxel Correspondence

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2963987
Contributors: Yang Yang; Weile Chen; Muyi Wang; Dexing Zhong; Shaoyi Du
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Deformation and Refined Features Based Lesion Detection on Chest X-Ray

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2963926
Contributors: Ce Li; Dong Zhang; Shaoyi Du; Zhiqiang Tian
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Hierarchical U-Shape Attention Network for Salient Object Detection

IEEE Transactions on Image Processing
2020 | Journal article
DOI: 10.1109/TIP.2020.3011554
Contributors: Sanping Zhou; Jinjun Wang; Jimuyang Zhang; Le Wang; Dong Huang; Shaoyi Du; Nanning Zheng
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Robust Rigid Registration Algorithm Based on Correntropy and Bi-Directional Distance

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2969360
Contributors: Teng Wan; Shaoyi Du; Wenting Cui; Yang Yang; Ce Li
Source: check_circle
Crossref

Robust and precise isotropic scaling registration algorithm using bi-directional distance and correntropy

Pattern Recognition Letters
2020-10 | Journal article
DOI: 10.1016/j.patrec.2020.07.026
Contributors: Wenting Cui; Shaoyi Du; Teng Wan; Runzhao Yao; Yuying Liu; Mengqi Han; Qingnan Mou; Yu-cheng Guo; Nanning Zheng
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Crossref

Predicting COVID-19 in China Using Hybrid AI Model

IEEE Transactions on Cybernetics
2020-07 | Journal article
DOI: 10.1109/TCYB.2020.2990162
Contributors: Nanning Zheng; Shaoyi Du; Jianji Wang; He Zhang; Wenting Cui; Zijian Kang; Tao Yang; Bin Lou; Yuting Chi; Hong Long et al.
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