Qingsong Yao

Most-cited papers

Label-Free Segmentation of COVID-19 Lesions in Lung CT
Qingsong Yao, Li Xiao, Peihang Liu, S. K. Zhou
2020IEEE Transactions on Medical Imaging139 citations Open access
Semantic Scholar
Addressing fairness issues in deep learning-based medical image analysis: a systematic review
Zikang Xu, Jun Li, Qingsong Yao, Han Li +2 more
2022npj Digital Medicine87 citations Open access
Semantic Scholar
You Only Learn Once: Universal Anatomical Landmark Detection
Heqin Zhu, Qingsong Yao, Li Xiao, S. Zhou
2021International Conference on Medical Image Computing and Computer-Assisted Intervention76 citations Open access
Semantic Scholar
3D U2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
Chao Huang, Hu Han, Qingsong Yao, Shankuan Zhu +1 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention75 citations Open access
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One-Shot Medical Landmark Detection
Qingsong Yao, Quan Quan, Li Xiao, S. Zhou
2021International Conference on Medical Image Computing and Computer-Assisted Intervention55 citations Open access
Semantic Scholar
Finding and Analyzing Database User Sessions
Qingsong Yao, Aijun An, Xiang-Ji Huang
2005International Conference on Database Systems for Advanced Applications48 citations
Semantic Scholar
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection
Qingsong Yao, Zecheng He, Hu Han, S. K. Zhou
2020International Conference on Medical Image Computing and Computer-Assisted Intervention40 citations Open access
Semantic Scholar
Which images to label for few-shot medical landmark detection?
Quan Quan, Qingsong Yao, Jun Li, S. Zhou
2021Computer Vision and Pattern Recognition34 citations Open access
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FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification
Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention29 citations Open access
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A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks
Qingsong Yao, Zecheng He, Yi Lin, Kai Ma +2 more
2020International Conference on Medical Image Computing and Computer-Assisted Intervention22 citations Open access
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Using User Access Patterns for Semantic Query Caching
Qingsong Yao, Aijun An
2003International Conference on Database and Expert Systems Applications22 citations
Semantic Scholar
UOD: Universal One-shot Detection of Anatomical Landmarks
Heqin Zhu, Quan Quan, Qingsong Yao, Zai-Yi Liu +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention20 citations Open access
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Applying language modeling to session identification from database trace logs
Xiang-Ji Huang, Qingsong Yao, Aijun An
2006Knowledge and Information Systems17 citations
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DATR: Domain-adaptive transformer for multi-domain landmark detection
Heqin Zhu, Qingsong Yao, S. Zhou
2022arXiv.org14 citations Open access
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A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges
Zikang Xu, Jun Li, Qingsong Yao, Han Li +2 more
2022arXiv.org12 citations Open access
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Adversarial Medical Image With Hierarchical Feature Hiding
Qingsong Yao, Zecheng He, Yue-Xiang Li, Yi Lin +3 more
2023IEEE Transactions on Medical Imaging11 citations Open access
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Characterizing Database User's Access Patterns
Qingsong Yao, Aijun An
2004International Conference on Database and Expert Systems Applications10 citations
Semantic Scholar
Learning to Localize Cross-Anatomy Landmarks in X-Ray Images with a Universal Model
Heqin Zhu, Qingsong Yao, Li Xiao, S. Zhou
2022BME Frontiers9 citations Open access
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Structure-Guided Self-Supervised Matching for One-Shot Medical Landmark Detection
Qingsong Yao, Zhen Huang, Ao Wang, Rong-Sheng Wang +3 more
20229 citations
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DND: Deep Learning-Based Directed Network Disintegrator
Wan-Chang Zhang, Zhongyuan Jiang, Qingsong Yao
2023IEEE Journal on Emerging and Selected Topics in Circuits and Systems8 citations
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A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data
Qingsong Yao, Xiang-Ji Huang, Aijun An
2005International Conference on Data Warehousing and Knowledge Discovery8 citations
Semantic Scholar
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation
Zi-Kang Xu, Fenghe Tang, Quan Quan, Qingsong Yao +1 more
2024arXiv.org5 citations
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Information-guided pixel augmentation for pixel-wise contrastive learning
Quan Quan, Qingsong Yao, Jun Li, S. Zhou
2022arXiv.org5 citations Open access
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Mining and Modeling Database User Access Patterns
Qingsong Yao, Aijun An, Xiang-Ji Huang
2006International Syposium on Methodologies for Intelligent Systems4 citations
Semantic Scholar
Medical Aegis: Robust adversarial protectors for medical images
Qingsong Yao, Zecheng He, S. Zhou
2021arXiv.org3 citations
Semantic Scholar
SQL-Relay: An Event-Driven Rule-Based Database Gateway
Qingsong Yao, Aijun An
2003Interational Conference on Web-Age Information Management3 citations
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Unsupervised augmentation optimization for few-shot medical image segmentation
Quan Quan, Shang Zhao, Qingsong Yao, Heqin Zhu +1 more
2023arXiv.org1 citations Open access
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Rib Suppression in Digital Chest Tomosynthesis
Yi-Hua Sun, Qingsong Yao, Y. Lyu, Jian-Ji Wang +3 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention1 citations Open access
Semantic Scholar
A Distance-Based Algorithm for Clustering Database User Sessions
Qingsong Yao, Aijun An, Xiang-Ji Huang
2005International Syposium on Methodologies for Intelligent Systems1 citations
Semantic Scholar
FLPI: An Optimal Algorithm for Document Indexing
Jian-Wen Tao, Qingsong Yao, Jie-yu Zhao
2008Rough Sets and Knowledge Technology0 citations
Semantic Scholar
Discovering and using database user access patterns
Qingsong Yao
20060 citations
Semantic Scholar
Distance-based database user sessions clustering
Qingsong Yao, Aijun An, Xiang-Ji Huang
20040 citations
Semantic Scholar