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Xiao-Yun Zhou
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2020 – today
- 2023
- [j13]Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu:
An Annealing Mechanism for Adversarial Training Acceleration. IEEE Trans. Neural Networks Learn. Syst. 34(2): 882-893 (2023) - 2022
- [j12]Yiwen Kuang, Mengxue Li, Shiyu Hu, Lu Yang, Zhanning Liang, Jiaqi Wang, Hongmei Jiang, Xiaoyun Zhou, Zhaohong Su:
One-Step Co-Electrodeposition of Copper Nanoparticles-Chitosan Film-Carbon Nanoparticles-Multiwalled Carbon Nanotubes Composite for Electroanalysis of Indole-3-Acetic Acid and Salicylic Acid. Sensors 22(12): 4476 (2022) - [c26]Zihao Yang, Guosheng Hao, Xiaoyun Zhou, Wang Ruan:
A Novel Image perceptual hashing algorithm based on frequency decomposition and LoG. CSSE 2022: 300-305 - [c25]Zhenjie Cao, Xiaoyun Zhou, Yuxing Tang, Mei Han, Jing Xiao, Jie Ma, Peng Chang:
Asymmetry and Architectural Distortion Detection with Limited Mammography Data. MILLanD@MICCAI 2022: 163-173 - [i25]Yu Chen, Xu Cao, Xiaoyi Lin, Baoru Huang, Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang:
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation. CoRR abs/2208.11993 (2022) - 2021
- [c24]Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu:
Amata: An Annealing Mechanism for Adversarial Training Acceleration. AAAI 2021: 10691-10699 - [c23]Nanyang Ye, Jingxuan Tang, Huayu Deng, Xiao-Yun Zhou, Qianxiao Li, Zhenguo Li, Guang-Zhong Yang, Zhanxing Zhu:
Adversarial Invariant Learning. CVPR 2021: 12446-12454 - [c22]Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo:
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution. ICRA 2021: 3434-3440 - [c21]Yirui Wang, Kang Zheng, Chi-Tung Cheng, Xiao-Yun Zhou, Zhilin Zheng, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao:
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-Rays. IPMI 2021: 599-610 - [c20]Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi:
Semi-supervised Vein Segmentation of Ultrasound Images for Autonomous Venipuncture. IROS 2021: 9475-9481 - [c19]Kang Zheng, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao:
Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images. MICCAI (5) 2021: 33-42 - [c18]Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison:
Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach. PRIME@MICCAI 2021: 47-58 - [c17]Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Opportunistic Screening of Osteoporosis Using Plain Film Chest X-Ray. PRIME@MICCAI 2021: 138-146 - [c16]Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao:
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph. DGM4MICCAI/DALI@MICCAI 2021: 145-153 - [c15]Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison:
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-supervised Detection from Multi-sequence Data. MLMI@MICCAI 2021: 296-305 - [i24]Bolin Lai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Le Lu, Lingyun Huang, Mei Han, Jing Xiao, Heping Hu, Adam P. Harrison:
Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data. CoRR abs/2103.12972 (2021) - [i23]Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao:
Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images. CoRR abs/2103.13482 (2021) - [i22]Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray. CoRR abs/2104.01734 (2021) - [i21]Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao:
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph. CoRR abs/2104.14629 (2021) - [i20]Peng Wang, Yuhsuan Wu, Bolin Lai, Xiao-Yun Zhou, Le Lu, Wendi Liu, Huabang Zhou, Lingyun Huang, Jing Xiao, Adam P. Harrison, Ningyang Jia, Heping Hu:
A deep learning pipeline for localization, differentiation, and uncertainty estimation of liver lesions using multi-phasic and multi-sequence MRI. CoRR abs/2110.08817 (2021) - 2020
- [b1]Xiao-Yun Zhou:
3D shape instantiation for intra-operative navigation from a single 2D projection. Imperial College London, UK, 2020 - [j11]Miaoqing Tian, Ruobing Jiang, Haipeng Qu, Qian Lu, Xiaoyun Zhou:
Advanced Temperature-Varied ECU Fingerprints for Source Identification and Intrusion Detection in Controller Area Networks. Secur. Commun. Networks 2020: 8834845:1-8834845:17 (2020) - [c14]Xiaoyun Zhou, Ruobing Jiang, Miaoqing Tian, Haipeng Qu, He Zhang:
Temperature-sensitive Fingerprinting on ECU Clock Offset for CAN Intrusion Detection and Source Identification. ACM TUR-C 2020: 89-94 - [c13]Xiao-Yun Zhou, Jian-Qing Zheng, Peichao Li, Guang-Zhong Yang:
ACNN: a Full Resolution DCNN for Medical Image Segmentation. ICRA 2020: 8455-8461 - [c12]Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang:
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation. IROS 2020: 2906-2913 - [c11]Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia Theodoreli-Riga, Guang-Zhong Yang:
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle. MICCAI (4) 2020: 680-691 - [i19]Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang:
Artificial Intelligence in Surgery. CoRR abs/2001.00627 (2020) - [i18]Ruoxi Wang, Dandan Zhang, Qing-Biao Li, Xiao-Yun Zhou, Benny Lo:
Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution. CoRR abs/2011.04003 (2020) - [i17]Xiao-Yun Zhou, Jiacheng Sun, Nanyang Ye, Xu Lan, Qijun Luo, Bo-Lin Lai, Pedro M. Esperança, Guang-Zhong Yang, Zhenguo Li:
Batch Group Normalization. CoRR abs/2012.02782 (2020) - [i16]Bolin Lai, Xiaoyu Bai, Yuhsuan Wu, Xiao-Yun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison:
Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach. CoRR abs/2012.06964 (2020) - [i15]Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu:
Amata: An Annealing Mechanism for Adversarial Training Acceleration. CoRR abs/2012.08112 (2020) - [i14]Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao:
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays. CoRR abs/2012.15359 (2020)
2010 – 2019
- 2019
- [j10]Zhiguang Zhou, Xinlong Zhang, Xiaoyun Zhou, Yuhua Liu:
Semantic-Aware Visual Abstraction of Large-Scale Social Media Data With Geo-Tags. IEEE Access 7: 114851-114861 (2019) - [j9]Xiao-Yun Zhou, Guang-Zhong Yang:
Normalization in Training U-Net for 2-D Biomedical Semantic Segmentation. IEEE Robotics Autom. Lett. 4(2): 1792-1799 (2019) - [j8]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
Real-Time 3-D Shape Instantiation for Partially Deployed Stent Segments From a Single 2-D Fluoroscopic Image in Fenestrated Endovascular Aortic Repair. IEEE Robotics Autom. Lett. 4(4): 3703-3710 (2019) - [c10]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
Towards 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. ICRA 2019: 8747-8753 - [c9]Miaoqing Tian, Ruobing Jiang, Chaoqun Xing, Haipeng Qu, Qian Lu, Xiaoyun Zhou:
Exploiting Temperature-Varied ECU Fingerprints for Source Identification in In-vehicle Network Intrusion Detection. IPCCC 2019: 1-8 - [c8]Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang:
One-Stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. MICCAI (4) 2019: 30-38 - [c7]Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang:
U-Net Training with Instance-Layer Normalization. MMMI@MICCAI 2019: 101-108 - [i13]Xiao-Yun Zhou, Jian-Qing Zheng, Guang-Zhong Yang:
Atrous Convolutional Neural Network (ACNN) for Biomedical Semantic Segmentation with Dimensionally Lossless Feature Maps. CoRR abs/1901.09203 (2019) - [i12]Jian-Qing Zheng, Xiao-Yun Zhou, Guang-Zhong Yang:
Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair. CoRR abs/1902.11089 (2019) - [i11]Xiao-Yun Zhou, Zhao-Yang Wang, Peichao Li, Jian-Qing Zheng, Guang-Zhong Yang:
One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. CoRR abs/1907.10763 (2019) - [i10]Xiao-Yun Zhou, Peichao Li, Zhao-Yang Wang, Guang-Zhong Yang:
U-Net Training with Instance-Layer Normalization. CoRR abs/1908.08466 (2019) - [i9]Peichao Li, Xiao-Yun Zhou, Zhao-Yang Wang, Guang-Zhong Yang:
Z-Net: an Asymmetric 3D DCNN for Medical CT Volume Segmentation. CoRR abs/1909.07480 (2019) - [i8]Zhao-Yang Wang, Xiao-Yun Zhou, Peichao Li, Celia V. Riga, Guang-Zhong Yang:
Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle. CoRR abs/1909.08986 (2019) - 2018
- [j7]Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee:
A real-time and registration-free framework for dynamic shape instantiation. Medical Image Anal. 44: 86-97 (2018) - [j6]Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee:
Real-Time 3-D Shape Instantiation From Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment. IEEE Robotics Autom. Lett. 3(2): 1314-1321 (2018) - [c6]Xiao-Yun Zhou, Celia V. Riga, Su-Lin Lee, Guang-Zhong Yang:
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net. IROS 2018: 1261-1267 - [c5]Jie Wei, Xiaoyun Zhou, Fang Zhao, Haiyong Luo, Langlang Ye:
Zero-cost and map-free shop-level localization algorithm based on crowdsourcing fingerprints. UPINLBS 2018: 1-10 - [c4]Xiaoyun Zhou, Jie Wei, Fang Zhao, Haiyong Luo, Langlang Ye:
A shop-level location algorithm based on CNN for crowdsourcing fingerprint. UPINLBS 2018: 1-7 - [i7]Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee:
A Real-time and Registration-free Framework for Dynamic Shape Instantiation. CoRR abs/1801.00182 (2018) - [i6]Jian-Qing Zheng, Xiao-Yun Zhou, Qing-Biao Li, Celia V. Riga, Guang-Zhong Yang:
Abdominal Aortic Aneurysm Segmentation with a Small Number of Training Subjects. CoRR abs/1804.02943 (2018) - [i5]Qing-Biao Li, Xiao-Yun Zhou, Jianyu Lin, Jian-Qing Zheng, Neil T. Clancy, Daniel S. Elson:
Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation. CoRR abs/1804.07116 (2018) - [i4]Xiao-Yun Zhou, Guang-Zhong Yang:
Normalization in Training Deep Convolutional Neural Networks for 2D Bio-medical Semantic Segmentation. CoRR abs/1809.03783 (2018) - [i3]Jian-Qing Zheng, Xiao-Yun Zhou, Celia V. Riga, Guang-Zhong Yang:
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. CoRR abs/1809.05955 (2018) - 2017
- [j5]Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee:
An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1199-1207 (2017) - [j4]Yingjing Feng, Ziyan Guo, Ziyang Dong, Xiao-Yun Zhou, Ka-Wai Kwok, Sabine Ernst, Su-Lin Lee:
Erratum to: An efficient cardiac mapping strategy for radiofrequency catheter ablation with active learning. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1209 (2017) - [j3]Xiaoyun Zhou, Janine Doorduin, Philip H. Elsinga, Rudi A. J. O. Dierckx, Erik F. J. de Vries, Cindy Casteels:
Altered adenosine 2A and dopamine D2 receptor availability in the 6-hydroxydopamine-treated rats with and without levodopa-induced dyskinesia. NeuroImage 157: 209-218 (2017) - [i2]Xiao-Yun Zhou, Jianyu Lin, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee:
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment. CoRR abs/1709.07689 (2017) - [i1]Xiao-Yun Zhou, Mali Shen, Celia V. Riga, Guang-Zhong Yang, Su-Lin Lee:
Focal FCN: Towards Small Object Segmentation with Limited Training Data. CoRR abs/1711.01506 (2017) - 2016
- [c3]Xiao-Yun Zhou, Sabine Ernst, Su-Lin Lee:
Path planning for robot-enhanced cardiac Radiofrequency Catheter Ablation. ICRA 2016: 4172-4177 - 2015
- [j2]Xiaoyun Zhou, Xiongpai Qin, Keqin Li:
Parallel Techniques for Large Data Analysis in the New Version of a Futures Trading Evaluation Service. Big Data Res. 2(3): 102-109 (2015) - 2013
- [c2]Xiongpai Qin, Xiaoyun Zhou:
Designing a big data processing platform for algorithm trading strategy evaluation. FSKD 2013: 1005-1009 - [c1]Xiongpai Qin, Xiaoyun Zhou:
A Survey on Benchmarks for Big Data and Some More Considerations. IDEAL 2013: 619-627
2000 – 2009
- 2006
- [j1]Xiaoyun Zhou, Zhihui Sun, Baili Zhang, Yidong Yang:
Research on Clustering and Evolution Analysis of High Dimensional Data Stream. J. Comput. Res. Dev. 43(11): 2005-2011 (2006)
Coauthor Index
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