SD
Shaoyi Du
cs.CVcs.AIImage Processing, Computer-AssistedAlgorithmsImaging, Three-DimensionalNeural Networks, Computercs.LGDeep learningIndividual identificationMachine Learning
On Valency
published · living versionsW_ugjzyy44·v1 · currentpublished
Xing USP: A Cross-Family Semantic Contract for Information Extraction and Intent-Slot Parsing
with Zhongqiu Li, Boyang Wang, Ruiyu Fang, Shiquan Wang +15
1 version
Preprints & journals
111 papers in the corpus · 2011–2026Hypergraph Neural Networks: Theoretical Foundations and Applications.42879261 · Gao, Yue, Feng, Yifan, Han, Xiangmin et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Relation DETR+: Exploring Explicit Position Relation Prior for Dense Prediction.42371889 · Hou, Xiuquan, Liu, Meiqin, Du, Shaoyi et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):13733-13750
Discriminately Treating Motion Components Evolves Joint Depth and Ego-Motion Learning.42709533 · Zhang, Mengtan, Guo, Zizhan, Zhao, Hongbo et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
TSFA: A Two-Stage Feature Alignment Method for Unsupervised Open-Set Domain Adaptation in Time-Series Classification.41870917 · Wang, Qingchen, Ma, Dazhong, Zhang, Lishan et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(9):4396-4408
ConSteer-RL: Steering Reasoning Capabilities in Large Language Models via Confidence-Aware Reinforcement Learning2606.08088v1 · Qing Miao, Yiming Zhao, Jing Yang et al.2026 · 0 citationsarXiv
Keypoint-Guided Medical Video Segmentation Model With Spatiotemporal Feature Fusion.41838500 · Wang, Minghao, Du, Shaoyi, Huo, Huanhuan et al.2026 · 1 citationIEEE transactions on medical imaging. 2026;45(6):3380-3393
AsyCMST: Asymmetric cross-modal spatio-temporal learning for multimodal ultrasound nodule recognition.42166865 · Han, Hongcheng, Tian, Zhiqiang, Wang, Minghao et al.2026 · 0 citationsMedical image analysis. 2026;112:104127
Hyper-RAG: combating LLM hallucinations using hypergraph-driven retrieval-augmented generation.42045193 · Feng, Yifan, Hu, Hao, Ying, Shihui et al.2026 · 10 citationsNature communications. 2026;17(1)
Multi-Scale Temporal Analysis With a Dual-Branch Attention Network for Interpretable Gait-Based Classification of Neurodegenerative Diseases.40531650 · Zeng, Wei, Peng, Zhangbo, Chen, Yang et al.2026 · 4 citationsIEEE journal of biomedical and health informatics. 2026;30(4):3089-3101
Hypergraph Foundation Model.41433164 · Gao, Yue, Feng, Yifan, Liu, Shiquan et al.2026 · 4 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4063-4080
HGNN Shield: Defending Hypergraph Neural Networks Against High-Order Structure Attack.41452692 · Feng, Yifan, Zhang, Yifan, Du, Shaoyi et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4205-4221
Evaluating Chain-of-Thought reasoning in large language models for thyroid ultrasound interpretation: a dual-information approach.41948697 · Zhang, Yu-Tong, Wu, Si-Yi, Zhang, Dong et al.2026 · 0 citationsFrontiers in artificial intelligence. 2026;9:1780373
SCADA: Sparse cross attention for domain adaptive semantic segmentation.41846121 · Fan, Qizhe, Shen, Xiaoqin, Chen, Yuanbo et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;200:108826
Graph Quality Matters on Revealing the Semantics Behind the Data in Physical World.41201943 · Yan, Jielong, Ying, Shihui, Du, Shaoyi et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(3):2236-2252
Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation2602.19543v2 · Rizhuo Huang, Yifan Feng, Rundong Xue et al.2026 · 0 citationsarXiv
Revisiting Weight Regularization for Low-Rank Continual Learning2602.17559v1 · Yaoyue Zheng, Yin Zhang, Joost van de Weijer et al.2026 · 0 citationsarXiv
Reinterpreting Hypergraph Kernels: Insights Through Homomorphism Analysis.40932801 · Zhang, Yifan, Du, Shaoyi, Feng, Yifan et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(1):466-481
Vision-based adaptive path following controller for 4W mobile robots on varied terrains.41455815 · Chen, Yang, Zeng, Wei, Liu, Xuewu et al.2026 · 1 citationScientific reports. 2025;16(1):3782
MMRAG-RFT: Two-stage Reinforcement Fine-tuning for Explainable Multi-modal Retrieval-augmented Generation2512.17194v1 · Shengwei Zhao, Jingwen Yao, Sitong Wei et al.2025 · 0 citationsarXiv
Frequency-aware domain randomization for single-source domain generalization in medical image segmentation.41318360 · Wu, Jiayi, Chen, Zikai, Chen, Yiyi et al.2025 · 0 citationsMedical physics. 2025;52(12):e70118
Accuracy comparative study of automatic landmarking and diagnostic models on lateral cephalograms.41307859 · Bu, Wen-Qing, Shi, Zhan-Yi, Tian, Zhi-Qiang et al.2025 · 0 citationsProgress in orthodontics. 2025;26(1):50
Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation2511.13201v2 · Hao Hu, Yifan Feng, Ruoxue Li et al.2025 · 4 citationsAAAI 2026
Application of multi-scale feature extraction and explainable machine learning in chest x-ray position evaluation within an integrated learning framework.41191081 · Ma, Chaowei, Peng, Rui, Li, Bingjie et al.2026 · 2 citationsEuropean radiology. 2026;36(4):3143-3157
Self-Supervised Hypergraph Training Framework via Structure-Aware Learning.40742849 · Feng, Yifan, Liu, Shiquan, Ying, Shihui et al.2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):10160-10176
Hypergraph Foundation Model for Brain Disease Diagnosis.40244841 · Han, Xiangmin, Xue, Rundong, Feng, Jingxi et al.2025 · 43 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):17702-17716
Kernelized Hypergraph Neural Networks.40601442 · Feng, Yifan, Zhang, Yifan, Ying, Shihui et al.2025 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):8938-8954
DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining2509.02261v1 · Yihong Wu, Jinqiao Wei, Xionghui Zhao et al.2025 · 1 citationarXiv
Correction to: With or without human interference for precise age estimation based on machine learning?40119010 · Han, Mengqi, Du, Shaoyi, Ge, Yuyan et al.2025 · 1 citationInternational journal of legal medicine. 2025;139(4):1997-2000
Inter-Intra Hypergraph Computation for Survival Prediction on Whole Slide Images.40178962 · Han, Xiangmin, Zhou, Huijian, Tian, Zhiqiang et al.2025 · 22 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(7):6006-6021
An interpretable machine learning approach for predicting and grading hip osteoarthritis using gait analysis.40597862 · Yang, Qing, Ji, Xinyu, Zhang, Yuyan et al.2025 · 7 citationsBMC musculoskeletal disorders. 2025;26(1):580
EigenActor: Variant Body-Object Interaction Generation Evolved from Invariant Action Basis Reasoning.40408193 · Gao, Xuehao, Yang, Yang, Du, Shaoyi et al.2025 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition2505.15325v3 · Mengqi Lei, Yihong Wu, Siqi Li et al.2025 · 3 citationsarXiv
Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation.40030788 · Feng, Yifan, Huang, Jiangang, Du, Shaoyi et al.2025 · 401 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(4):2388-2401
ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement2503.02484v1 · Xuejian Guo, Zhiqiang Tian, Yuehang Wang et al.2025 · 4 citationsarXiv
Jointly Understand Your Command and Intention:Reciprocal Co-Evolution between Scene-Aware 3D Human Motion Synthesis and Analysis2503.00371v3 · Xuehao Gao, Yang Yang, Shaoyi Du et al.2025 · 4 citationsarXiv
Robust point cloud registration based on semantic iterative closest point algorithm.42272467 · Du, Shaoyi, Shao, Tiancheng, Tang, Canhui et al.2026 · 8 citationsFundamental research. 2026;6(3):1665-1673
HSC-T: B-Ultrasound-to-Elastography Translation via Hierarchical Structural Consistency Learning for Thyroid Cancer Diagnosis.39495688 · Han, Hongcheng, Tian, Zhiqiang, Guo, Qinbo et al.2025 · 5 citationsIEEE journal of biomedical and health informatics. 2025;29(2):799-806
A hypergraph transformer method for brain disease diagnosis.39610680 · Han, Xiangmin, Feng, Jingxi, Xu, Heming et al.2024 · 13 citationsFrontiers in medicine. 2024;11:1496573
GUESS: GradUally Enriching SyntheSis for Text-Driven Human Motion Generation.38224502 · Gao, Xuehao, Yang, Yang, Xie, Zhenyu et al.2024 · 26 citationsIEEE transactions on visualization and computer graphics. 2024;30(12):7518-7530
Evaluation of the effect of orthodontic treatment on the reliability of facial recognition by using three-dimensional model superimposition technique.39426159 · Zhou, Qin, Wang, Jinxiu, Tang, Yu et al.2024 · 2 citationsForensic science international. 2024;364:112253
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?2410.10083v2 · Yifan Feng, Chengwu Yang, Xingliang Hou et al.2024 · 0 citationsarXiv
Hypergraph-Based Multi-View Action Recognition Using Event Cameras.38536691 · Gao, Yue, Lu, Jiaxuan, Li, Siqi et al.2024 · 31 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(10):6610-6622
Learning Heterogeneous Spatial-Temporal Context for Skeleton-Based Action Recognition.37030786 · Gao, Xuehao, Yang, Yang, Wu, Yang et al.2024 · 40 citationsIEEE transactions on neural networks and learning systems. 2024;35(9):12130-12141
Generative Variational-Contrastive Learning for Self-Supervised Point Cloud Representation.38502626 · Wang, Bohua, Tian, Zhiqiang, Ye, Aixue et al.2024 · 12 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(9):6154-6166
Correction: Omni-dimensional dynamic convolution feature coordinate attention network for pneumonia classification.39042256 · Li, Yufei, Xin, Yufei, Li, Xinni et al.2024 · 3 citationsVisual computing for industry, biomedicine, and art. 2024;7(1):19
PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration2407.10142v3 · Runzhao Yao, Shaoyi Du, Wenting Cui et al.2024 · 27 citationsarXiv
Omni-dimensional dynamic convolution feature coordinate attention network for pneumonia classification.38976189 · Li, Yufei, Xin, Yufei, Li, Xinni et al.2024 · 14 citationsVisual computing for industry, biomedicine, and art. 2024;7(1):17
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.38381633 · Yang, Jing, Chen, Yuehai, Du, Shaoyi et al.2024 · 62 citationsIEEE transactions on cybernetics. 2024;54(7):3904-3917
DAGCN: Dynamic and Adaptive Graph Convolutional Network for Salient Object Detection.36374896 · Li, Ce, Liu, Fenghua, Tian, Zhiqiang et al.2024 · 33 citationsIEEE transactions on neural networks and learning systems. 2024;35(6):7612-7626
Semantic Flow: Learning Semantic Field of Dynamic Scenes from Monocular Videos2404.05163v1 · Fengrui Tian, Yueqi Duan, Angtian Wang et al.2024 · 1 citationarXiv
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