Xiaowei Xu > Publications

Under review

  • [J]MIA Jiawei Zhang∗, Xiaodong Wang∗, Hailong Qiu∗, Yanchun Zhang, Lanying Zhang, Wen Xie, Zeyang Yao, Tianchen Wang, Chu Han, Peijian Wei, Jian Liu, Yiyu Shi, Xiaomeng Li, Meiping Huang, Huiming Guo, Jian Zhuang, Xiaowei Xu*, "HCM-Net: Structure-aware Excised Myocardium Segmentation Network for the Surgical Planning of Hypertrophic Cardiomyopathy", Medical Image Analysis (MIA, IF=11), 2021.
  • [J]TMI Jiawei Zhang, Jialin Wang, Yanchun Zhang, Hailong Qiu, Wen Xie, Zeyang Yao, Tianchen Wang, Yiyu Shi,Chu Han, Xiaomeng Li, Meiping Huang, Jian Zhuang, Xiaowei Xu*, "QDD-Ens: Quantization-based Deep DiversifiedEnsemble for Biomedical Image Segmentation", IEEE Transactions on Medical Imaging (TMI, IF=10), 2021.
  • [J]PR Jiawei Zhang, Yanchun Zhang*, Hailong Qiu, Tianchen Wang, Xiaomeng Li, Shanfeng Zhu, Meiping Huang*, Jian Zhuang*, Yiyu Shi, Xiaowei Xu*, Constrained Multi-scale Dense Connections for Biomedical Image Segmentation, Pattern Recognition (PR, IF=7.7), under review, 2021.

    Year 2023

  • [C61]ICASSP'24Erlei Zhang, Weihao Chen, Xiaowei Xu, Zhicheng Zhang, Jinglei Li, "Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'24, CCF B), 2021.
  • [J46]TNNLS Shuhan Li, Xiaomeng Li*, Xiaowei Xu*, Kwang-Ting Cheng, "Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification", IEEE Transactions on Neural Networks and Learning Systems (TNNLS, IF=10), online, 2023.
  • [J45]TCAD Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao, Xiaowei Xu, Lichuan Ping, Yiyu Shi, "TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD, CCF-A), 2023.
  • [J44]MIA Xiaowei Xu, Jia Q., Qiu H., Yuan H., Dong Y., Xie W., Yao Z., Zhang J., Nie Z., , Li X., Shi Y., Zou James*, Huang M.*, Zhuang J.* "A Clinically Applicable AI System for Diagnosis of Congenital Heart Diseases based on Computed Tomography Images", Medical Image Analysis (MIA, IF=14), 2023.
  • [J43]CMIG Zeng, A., Wu, C., Huang, M., Zhuang, J., Bi, S., Pan, D., ... & Xiaowei Xu*, "ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images", Computerized Medical Imaging and Graphics (CMIG, IF=7.4), 2023.
  • [C60]BMVC'23 Kaikai Liu, Yiyu Shi, Jian Zhuang, Meiping Huang, Hongwen Fei, Boyang Li, Jin Hong, Qing Lu, Erlei Zhang, Xiaowei Xu, "Enhance Regional Wall Segmentation by Style Transfer for Regional Wall Motion Assessment", Proc. of British Machine Vision Conference (BMVC), 2023.
  • [C59]ICCV'23 Jiewen Yang, Xinpeng Ding, Ziyang Zheng, Xiaowei Xu*, Xiaomeng Li*, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation", International Conference on Computer Vision (ICCV), 2023, Oral presentation.
  • [J42]UMB'23 Mingqi Li, Dewen Zeng, Hongwen Fei, Hongning Song, Jinling Chen, Sheng Cao, Bo Hu, Yanxiang Zhou, Yuxin Guo, Xiaowei Xu, Kui Huang, Ji Zhang, Qing Zhou (2023). Automatic Myocardial Contrast Echocardiography Image Quality Assessment Using Deep Learning: Impact on Myocardial Perfusion Evaluation. Ultrasound in Medicine & Biology, 49(10), 2247-2255. (IF=2.9)
  • [J41]NMI'23 Jia Zhenge, Jingtong Hu, Xiaowei Xu#, Yiyu Shi#. "The Importance of Resource Awareness in Artificial Intelligence for Healthcare", Nature Machine Intelligence (NMI, IF=25.9), 2023. (accepted!)
  • [J40]NMI'23 Jia Zhenge, Dawei Li, Xiaowei Xu#, Jingtong Hu, Yiyu Shi#. "Life-Threatening Ventricular Arrhythmia Detection Challenge in Implantable Cardioverter Defibrillators", Nature Machine Intelligence (NMI, IF=25.9), 2023. (accepted!)
  • [C58]MICCAI'23 Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Jingtong Hu, Yiyu Shi, "Additional Positive Enables Better Representation Learning for Medical Images", 26th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'23, Top conference in medical imaging), 2023.
  • [C57]MICCAI'23 Xueyang Li, Hai Xiao, Weixiang Weng, Xiaowei Xu, Yiyu Shi, "MPBD-LSTM: A Predictive Model For Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans", 26th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'23, Top conference in medical imaging), 2023.
  • [C56]MICCAI'23 Ziyang Zheng, Jiewen Yang, Xinpeng Ding, Xiaowei Xu, Xiaomeng Li, "GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation", 26th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'23, Top conference in medical imaging), 2023.
  • [C55]MICCAI'23 Xinpeng Ding, Xiaowei Xu, Xiaomeng Li, "SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos", 26th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'23, Top conference in medical imaging), 2023.
  • [J39]FCMHailong Qiu, Shusheng Wen, Erchao Ji, Tianyu Chen, Xiaobing Liu, Xiaohua Li, Yun Teng, Yong Zhang, Rong Liufu, Jiawei Zhang, Xiaowei Xu, Jimei Chen, Meiping Huang, Jianzheng Cen, Jian Zhuang (2022). A Novel 3D Visualized Operative Procedure in the Single-Stage Complete Repair With Unifocalization of Pulmonary Atresia With Ventricular Septal Defect and Major Aortopulmonary Collateral Arteries. Frontiers in Cardiovascular Medicine, 9, 836200.
  • [J38]TMI'23 Xinpeng Ding#, Xinjian Yan#, Zixun Wang, Wei Zhao, Jian Zhuang*, Xiaowei Xu*, and Xiaomeng Li*, "Less is More: Surgical Phase Recognition from Timestamp Supervision", IEEE Transactions on Medical Imaging (TMI, IF=11), 2023, accapted.
  • [J37]HICS'23 Jiawei Zhang, Yanchun Zhang, Yuzhen Jin, Jilan Xu, Xiaowei Xu*, “MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation”, Health Information Science and Systems, 11(1), 13.(IF=6)
  • [J36]HICS'23 Ruiwei Xie, Dan Pan*, An Zeng*, Xiaowei Xu*, Tianchen Wang, Najeeb Ullah and Yuzhu Ji. "Target area distillation and section attention segmentation network for accurate 3D medical image segmentation", Health Information Science and Systems, 2023, online (IF=6)

    Year 2022

  • [J35]JSA'22 Song, Yuhong, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu, Xiaowei Xu, Bingzhe Li, Lei Yang. "Hardware-aware neural architecture search for stochastic computing-based neural networks on tiny devices", Journal of Systems Architecture (JSA) 135 (2023): 102810
  • [C54]BIBM'22 Zeng, An, Chenxi Mi, Dan Pan, Qing Lu, Xiaowei Xu*. "ImageALCAPA: A 3D Computed Tomography Image Dataset for Automatic Segmentation of Anomalous Left Coronary Artery from Pulmonary Artery", IEEE International Conference on Bioinformatics and Biomedicine (BIBM, CCF B), pp. 1800-1803. IEEE, 2022
  • [C53]ASPDAC'22 Lu Qing, Jiang Weiwen, Xiaowei Xu, Hu Jingtong, & Shi Yiyu . "Quantization Through Search: A Novel Scheme to Quantize Convolutional Neural Networks in Finite Weight Space", Asia and South Pacific Design Automation Conference (ASP-DAC'23, CCF B), pp. 1800-1803. IEEE, 2022
  • [J34]NMI'22 Jia, Zhenge, Xiaowei Xu, Jingtong Hu, and Yiyu Shi. "Low-power object-detection challenge on unmanned aerial vehicles", Nature Machine Intelligence (NMI, IF=25.9), 2022.
  • [J33]TETCI‘22 Shuangchun Gui, Zhenkun Wang, Xinpeng Ding, Xiaowei Hu, Xiaowei Xu*, Xiaomeng Li*, "Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis", IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI, IF=4.8), 2021.
  • [J32]TC'22 Tianchen Wang, Jiawei Zhang, Jinjun Xiong, Song Bian, Zheyu Yan, Meiping Huang, Jian Zhuang, Takashi Sato, Xiaowei Xu*, Yiyu Shi, "VisualNet: An End-to-End Human Visual System Inspired Framework to Reduce Inference Latency of Deep Neural Networks", IEEE Transactions on Computers (TC, CCF-A) 71, no. 11 (2022): 2717-2727.
  • [J31]JETC'22Li, Dawei, Yang Zhou, Shaopin Chen, and Xiaowei Xu. Xiaowei Xu*, "A Quasi-digital QPSK Modulator Design for Biomedical Devices.", ACM Journal on Emerging Technologies in Computing Systems (JETC, CCF C) 18, no. 2 (2022): 1-16.
  • [J30]FCM'22Ren, Qiushi, Juemin Yu, Tianyu Chen, Hailong Qiu, Erchao Ji, Tao Liu, Xiaowei Xu, Jianzheng Cen, Shusheng Wen, Jian Zhuang, Xiaobing Liu， "Long-term outcomes of primary aortic valve repair in children with congenital aortic stenosis–15-year experience at a single center", Frontiers in Cardiovascular Medicine (FCM, IF=6.0), online, 2022.
  • [C52]MICCAI'22 Lu, Qing, Xiaowei Xu, Shunjie Dong, Cong Hao, Lei Yang, Cheng Zhuo, and Yiyu Shi. "RT-DNAS: Real-Time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation", Medical Image Computing and Computer Assisted Intervention (MICCAI'22), 2022, Proceedings, Part V (pp. 602-612).
  • [C51]MICCAI'22 Wu, Yawen, Dewen Zeng, Xiaowei Xu, Yiyu Shi, and Jingtong Hu, "Fairprune: Achieving fairness through pruning for dermatological disease diagnosis", Medical Image Computing and Computer Assisted Intervention (MICCAI'22), 2022, Proceedings, Part I, pp. 743-753.
  • [J29]Neurocomputing'22Zhou, Shanglin, Xiaowei Xu*, Jun Bai, and Mikhail Bragin. "Combining multi-view ensemble and surrogate lagrangian relaxation for real-time 3D biomedical image segmentation on the edge.", Neurocomputing (IF=5.8) 512 (2022): 466-481.
  • [J28]FCM'22Yutian Chen†, Wen Xie†, Jiawei Zhang†, Hailong Qiu†, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Qianjun Jia, Yanchun Zhang, Yuhao Dong*, Meiping Huang*, Xiaowei Xu*, "Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis", Frontiers in Cardiovascular Medicine (FCM, IF=6.0), online, 2022.

    Year 2021

  • [J27]FM'21Jiawei Zhang, Yanchun Zhang, Hailong Qiu, Wen Xie, Zeyang Yao, Yuan Haiyun, qianjun Jia, Tianchen Wang, Yiyu Shi, Meiping Huang, Jian Zhuang, Xiaowei Xu*, "Pyramid-Net: Intra-layer Pyramid-scale Feature Aggregation for Retinal Vessel Segmentation", Frontiers in Medicine, online, 2021 (FM, IF=5.1),
  • [J26]FCM'21Guisen Lin, Qile Liu, Yuchen Chen, Xiaodan Zong, Yue Xi, Tingyu Li, Yuelong Yang, An Zeng, Minglei Chen, Chen Liu, Yanting Liang, Xiaowei Xu*, Meiping Huang*, "Machine learning to predict long-term cardiac-relative prognosis in patients with extra-cardiac vascular disease", Frontiers in Cardiovascular Medicine (FCM, IF=6.0), online, 2021.
  • [J25]CACM'21 Xiaowei Xu* Hailong Qiu, Haiyun Yuan, Qianjun Jia, Zeyang Yao, Wen Xie, Humming Guo, Meiping Huang, Jian Zhuang, Yiyu Shi, "AI-CHD: An AI-based Framework for Cost-EffectiveSurgical Telementoring of Congenital Heart Disease", Communications of the ACM (CACM '21 IF=14), Vol. 29, Iss. 1-2, pp. 1-14, ISSN:1520-9210, 2021.
  • [C50]IJCNN'21 Zhang Jiawei, Yanchun Zhang, Xiaowei Xu, "Objectaug: object-level data augmentation for semantic image segmentation", 2021 International Joint Conference on Neural Networks (IJCNN'21, CCF C). IEEE, 2021.
  • [C49]BIBM'21 Yu-Jen Chen, Yen-Jung Chang, Shao-Cheng Wen, Yiyu Shi, Xiaowei Xu, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, and Jian Zhuang, "“One-Shot” Reduction of Additive Artifacts in Medical Images", IEEE International Conference on Bioinformatics and Biomedicine (BIBM'21, CCF B), 2021.
  • [C48]MICCAI'21 Tianchen Wang, Zhihe Li, Meiping Huang, Jian Zhuang, Shanshan Bi, Jiawei Zhang, Yiyu Shi, Hongwen Fei, Xiaowei Xu, "EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis", 24th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'21, Top conference in medical imaging), 2021.
  • [C47]MICCAI'21 Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, "Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation", 24th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'21, Top conference in medical imaging), 2021.
  • [C46]MICCAI'21 Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi , "Positional Contrastive Learning for Volumetric Medical Image Segmentation", 24th International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'21, Top conference in medical imaging), 2021.
  • [C45]DAC'21 Dewen Zeng, Yukun Ding, Xiaowei Xu, Haiyun Yuan, Hongwen Fei, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi, "Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography", Proc. of IEEE/ACM Design Automation Conference (DAC'21, CCF-A), 2021.
  • [C44]ICASSP'21 Jiawei Zhang, Yanchun Zhang, Xiaowei Xu, "Pyramid U-Net for Retina Vessel Segmentation", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'21, CCF B), 2021.
  • [C43]AAAI'21 Dongxu Wei, Xiaowei Xu, Haibin Shen, Kejie Huang, "C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer", 35th AAAI Conference on Artificial Intelligence (AAAI'21, CCF A), 2021.
  • [C42]ISBI'21 Yu-Jen Chen, Cheng-Yen Tsai, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, Jian Zhuang, "CT Image Denoising with Encoder-Decoder Based Graph Convolutional Networks", Proc. of IEEE International Symposium on Biomedical Imaging (ISBI '21, top medical image conference), Virtual, 2021.
  • [C41]IPMI'21 Dewen Zeng, Mingqi Li, Yukun Ding, Xu Xiaowei , Qiu Xie, Ruixue Xu, Hongwen Fei, Meiping Huang, Jian Zhuang, Yiyu Shi, "Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast Echocardiography", 27th international conference on Information Processing in Medical Imaging (IPMI '21, Top coference in medical imaging), Virtual, 2021.
  • [C40]ISAIR'21 Zihua Mo, Chu Han, Xiaowei Xu, Yingyi Zhenge, Hui Liu, Hang Yang, Yunjun Yang, Jiayun Zhao, Yonglu Chen, Xipeng Pan, Zaiyi Liu, Shushui Wang, Biao Huang, "Automatic Williams-Beuren Syndrome Classification of Facial Images via Local Phenotype Navigator", The 6th International Symposium on Artificial Intelligence and Robotics (ISAIR '21), Virtual, 2021.
  • [J24]FP'21 Zeyang Yao, Hailong Qiu, Yuan Haiyun, Jian Zhuang, Jiawei Zhang, Qianjun Jia, Yuhao Dong, Tianchen Wang, Yiyu Shi, Xiaowei Xu*, Meiping Huang*, "ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection", Frontiers in Physiology (FP), 2021, 12. (IF=4.1)
  • [J23]IJCI'21 Mingqi Li, Dewen Zeng, Qiu Xie, Ruixue Xu, Yu Wang, Dunliang Ma, Yiyu Shi, Xiaowei Xu*, Meiping Huang*, Hongwen Fei*, "A deep learning approach with temporal consistency for automatic myocardial segmentation of quantitative myocardial contrast echocardiography", The International Journal of Cardiovascular Imaging (IJCI '21), Vol. 29, Iss. 1-2, pp. 1-14, ISSN:1569-5794, 2021.
  • [J22]JETC'21 Xiaowei Xu#, Jinglan Liu#, Hailong Qiu#, Jiawei Zhang, Tianchen Wang, Yukun Ding, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Wen Xie*, Qianjun Jia*, Meiping Huang, Yiyu Shi, "Multi-Cycle-Consistent Adversarial Networks for EdgeDenoising of Computed Tomography Images", ACM Journal on Emerging Technologies of Computing Systems (JETC'21, CCF C), Vol. 29, Iss. 1-2, pp. 1-20, ISSN:1550-4832, 2021.
  • [J21]JETC'21 Wentao Chen#, Chutong Zhang#, Yu Hu, Tianchen Wang, Qing Lu, Yiyu Shi*, Xiaowei Xu*, "Quantization of Deep Neural Networks for Accurate Edge Computing", ACM Journal on Emerging Technologies of Computing Systems (JETC'21, CCF C), Vol. 29, Iss. 1-2, pp. 1-20, ISSN:1550-4832, 2021.
  • [J20]IJCARS'21 Zeyang Yao, Xiaobing Liu, Xinrong Hu, Wen Xie, Yuhao Dong, Hailong Qiu, Zewen Chen, Yiyu Shi, Xiaowei Xu*, Meiping Huang* and Jian Zhuang*, "A machine learning-based pulmonary venous obstruction prediction model using clinical data and CT image", International Journal of Computer Assisted Radiology and Surgery (IJCARS '21), Vol. 29, Iss. 1-2, pp. 1-20, ISSN:1550-4832, 2021.
  • [J19]FP'21 Liu H, Mo ZH, Yang H, Zhang ZF, Hong D, Wen L, Lin MY, Zheng YY, Zhang ZW, Xu XW , Zhuang J and Wang SS, "Automatic Facial Recognition of Williams-Beuren Syndrome Based on Deep Convolutional Neural Networks", Frontiers in pediatrics (SCI IF2.3), Vol. 29, Iss. 1-2, pp. 1-20, ISSN:1550-4832, 2021.

    Year 2020

  • [C39]BIBM'20 Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Meiping Huang, Haiyun Yuan, and Jian Zhuang, "Do noises bother human and neural networks in the same way? A medical image analysis perspective", IEEE International Conference on Bioinformatics and Biomedicine (BIBM'20, CCF B), 2020.
  • [C38]BIBM'20 Jiawei Zhang, Yanchun Zhang, Shanfeng Zhu, Xiaowei Xu, "Constrained Multi-scale Dense Connections for Accurate Biomedical Image Segmentation", IEEE International Conference on Bioinformatics and Biomedicine (BIBM'20, CCF B), 2020.
  • [J18]Nature Electronics'20 Yukun Ding, Jinglan Liu, Weiwen Jiang, Sharon Xiaobo Hu, Jingjun Xiong, Xiaowei Xu* and Yiyu Shi*, "The Hardware Implication of Neural Networks Competency-Awareness", Nature Electronics, Top Journal, 2020. (online)
  • [C37]MICCAI'20 Xiaowei Xu, Tianchen Wang, Jian Zhuang, Haiyun Yuan, Meiping Huang, Qianjun Jia, Jianzheng Cen, Yuhao Dong, Yiyu Shi, "ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease", 23rd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'20, Top conference in medical imaging), October 4-8, Virtual Conference, 2020.
  • [C36]MICCAI'20 Tianchen Wang*, Xiaowei Xu*, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi, "ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D CardiacCine MRI Segmentation", 23rd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'20, Top conference in medical imaging), October 4-8, Virtual Conference, 2020.
  • [C35]MICCAI'20 Song Bian, Xiaowei Xu, Weiwen Jiang, Yiyu Shi, Takashi Sato, "BUNET: BlindMedical Image Segmentation Based on Secure UNET", 23rd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'20, Top conference in medical imaging), October 4-8, Virtual Conference, 2020.
  • [C34]MICCAI'20Zihao Liu, Sicheng Li, Yen-Kuang Chen, Tao Liu, Qi Liu, Xiaowei Xu, Yiyu Shi, Wujie Wen. Orchestrating Medical Image Compression and Remote Segmentation Networks. InProc. of Medical Image Computing and Computer Assisted Interventions (MICCAI’20),Lima, Peru, pp. 8300–8308.
  • [C33]MICCAI Workshop'20Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Yuhao Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi, ”Joint Clinical Data and CTImage based Prognosis: A Case Study on Postoperative Pulmonary Venous ObstructionPrediction,” in Proc. of Medical Image Computing and Computer Assisted Interventions(MICCAI) Workshop on Predictive Intelligence in Medicine (PRIME), 2020
  • [C32]ICCAD'20 Dewen Zeng, Weiwen Jiang, Tianchen Wang,Xiaowei Xu, Haiyun Yuan, Meiping Huang,Jian Zhuang, Jingtong Hu and Yiyu Shi, "Towards Cardiac Intervention Assistance: Hardware-Aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation", IEEE/ACM International Conference on Computer-Aided Design (ICCAD'20, CCF-B), November 2-5, Virtual Conference, 2020.
  • [C31]ISBI'20 Yu-Jen Chen, Yen-Jeng Chang, Shao-Cheng Wen, Xiaowei Xu, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang, and Yiyu Shi, "Zero-Shot Medical Image Artifact Reduction", IEEE International Symposium on Biomedical Imaging (ISBI'20, Top conference in medical imaging), April 3-7, Virtual Conference, 2020.
  • [C30]MIDL'20 Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi, "Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation", International Conference on Medical Imaging with Deep Learning (MIDL'20, Top conference in medical imaging), July 6-9, Virtual Conference, 2020.
  • [J17]IEEE TMM'20 Dongxu Wei, Xiaowei Xu, Haibin Shen, and Kejie Huang, "GAC-GAN: A General Method for Appearance-Controllable Human Video Motion Transfer", IEEE Transactions on Multimedia (TMM'20, CCF-B), in print, 2020.
  • [J16]IEEE TCAD'20 Jinglan Liu, Jiaxin Zhang, Yukun Ding, Xiaowei Xu, Meng Jiang, and Yiyu Shi, "Binarizing Weights Wisely for Edge Intelligence: Guide for Partial Binarization of Deconvolution-Based Generators", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD'20, CCF-A), in print, 2020.

    • Year 2019

  • [J15]IEEE TPAMI'19 Xiaowei Xu*, Xinyi Zhang*, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, and Yiyu Shi, "DAC-SDC Low Power Object Detection Challenge for UAV Applications", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI'19, CCF-A), Vol. 29, Iss. 1-2, pp. 1-14, 1939-3539, 2019.
  • [C29]ICCAD'19 Qing Lu, Weiwen Jiang, Xiaowei Xu, Yiyu Shi, Jingtong Hu, "On Neural Architecture Search for Resource-Constrained Hardware Platforms", IEEE/ACM International Conference on Computer-Aided Design (ICCAD'19, CCF-B), November 4-7, Westminster, Colorado, 2019.
  • [C28]MICCAI'19 Xiaowei Xu, Tianchen Wang, Yiyu Shi, Qianjun Jia, Haiyun Yuan, Meiping Huang,Jian Zhuang, "Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching", 22nd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'19, Top conference in medical imaging), 13-17 Oct, Shenzhen, China, 2019.
  • [C27]MICCAI'19 Tianchen Wang, Xiaowei Xu, jingjun, Xiong, Yiyu Shi, "MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation", 22nd International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI'19, Top conference in medical imaging), 13-17 Oct, Shenzhen, China, 2019.
  • [C26]CVPR'19 Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Meiping Huang, Haiyun Yuan,Jian Zhuang, Yiyu Shi, "Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19, CCF-A), 16-20 June, Long Beach, US, 2019.
  • [C25]AAAI'19 Tianchen Wang, Xiaowei Xu, jingjun, Xiong, Yiyu Shi, "SCNN: A General Distribution based Statistical Convolutional Neural Networkwith Application to Video Object Detection", The 33th AAAI Conference on Artificial Intelligence (AAAI'19, CCF-A), 27 Jan-1 Feb, Honolulu, US, 2019.
  • [J14]Integration'19 Dawei Li, Xiaowei Xu, Leibo Liu, Yiyu Shi, Cheng Zhuo, "Optimal Design of a Low-Power Phase-Switching Modulator for Implantable Medical Applications", Integration, the VLSI Journal (Integration '19, CCF-C), Vol. 69, Iss. 289-300, pp. 289-300, ISSN:0167-9260, 2019.
  • [C24]SiPS'19 Xiaowei Xu, Meiping Huang, Qianjun Jia, Hailong Qiu, Haiyun Yuan, Yuhao Dong, Jian Zhuang and Yiyu Shi, "Accurate Congenital Heart Disease Model Generation for 3D Printing", IEEE International Workshop in Signal Processing Systems (SiPS '19), 20-23 Oct, Nanjing, China, 2019.
  • [C23]CVPRW'19 Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung and Yiyu Shi, "Exploiting Computation Power of Blockchain for Biomedical Image Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19) Workshops (CVPRW '19), 16-20 June, Long Beach, US, 2019.

    Year 2018

  • [J13]IEEE TCAD'18 Xiaowei Xu, Feng Lin, Wenyao Xu, Xinwei Yao and Yiyu Shi, Dewen Zeng, Yu Hu, "MDA: A Reconfigurable Memristor-Based Distance Accelerator for Time Series Mining on Data Centers", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD'18, CCF-A), Vol. 38, Iss. 1-2, pp. 385-397, 2018.
  • [J12]Nature Electronics'18 Xiaowei Xu, Yukun Ding, Sharon Xiaobo Hu, Michael Niemier, Jason Cong, Yu Hu, and Yiyu Shi, "Scaling for edge inference of deep neural networks", Nature Electronics, Top Journal, Vol. 1, Iss. 4, pp. 216-222, 2018.
  • [J11]IEEE TCAD'18 Xiaowei Xu, Feng Lin, Aosen Wang, Qing Lu, Wenyao Xu, Yiyu Shi and Yu Hu, "Accelerating Dynamic Time Warping With Memristor-Based Customized Fabrics", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD'18, CCF-A), Vol. 37, Iss. 4, pp. 729-741, 2018.
  • [J10]TC-CCPS Newsletter'17 Xiaowei Xu, "On the Quantization of Cellular Neural Networks for Cyber-Physical Systems", IEEE Technical Committee on Cyber-Physical Systems (CPS) Newsletter (TC-CCPS Newsletter '18), Vol. 10, Iss. 5, pp. 1932-4545, 2018.
  • [J9]JETC'18 Xiaowei Xu, Qing Lu, Tianchen Wang, Yu Hu, Chen Zhuo, Jinglan Liu, Yiyu Shi, "Efficient Hardware Implementation of Cellular Neural Networks with Incremental Quantization and Early Exit", Journal of Emerging Technologies in Computing Systems (JETC'18, CCF-C)), Vol. 14, Iss. 4, pp. 1-20, ISSN:1550-4832, 2018.
  • [J8]JETC'18Zhongyang Liu, Shanheng Luo, Xiaowei Xu, Yiyu Shi, Chen Zhuo, "A Multi-Level Opti-mization Framework for FPGA-Based Cellular Neural Network Implementation", Journal of Emerging Technologies in Computing Systems (JETC'18, CCF-C)), Vol. 14, Iss. 4, pp. 1-20, ISSN:1550-4832, 2018.
  • [J7]EL'18 Zhongyang Liu, Chen Zhuo, Xiaowei Xu, "An efficient segmentation method using quantized and non-linear CeNN for breast tumor classification", Electronics Letters (EL '18, CCF-C), Vol. 54, Iss. 12, pp. 737-738, ISSN: 0013-5194, 2018.
  • [C22]ISQED'18 Xiaowei Xu, Tianchen Wang, Qing Lu, Yiyu Shi, ”Resource Constrained Cellular NeuralNetworks for Real-time Obstacle Detection using FPGAs”, The 19th International Sympo-sium on Quality Electronic Design (ISQED’18), Santa Clark, USA, 2018.
  • [C21]CVPR'18 Xiaowei Xu, Qing Lu, Lin Yang, Sharon Hu, Danny Chen, Yu Hu, Yiyu Shi, "Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'18, CCF-A), 19-21 June, Salt Lake City, US, 2018.

    • Year 2017

  • [C20]DAC'17 Xiaowei Xu, Dewen Zeng, Wenyao Xu, Yiyu Shi, Yu Hu, "An Efficient Memristor-Based Distance Accelerator for Time Series Data Mining on Data Centers", The 54th Design Automation Conference (DAC'17, CCF-A), June 18-22, Austin, TX, US, 2017.
  • [C19]ICCAD'17 Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Chen Zhuo, Sharon Hu, Yiyu Shi, "Empowering Mobile Telemedicine with Compressed Cellular Neural Networks", IEEE/ACM 2017 International Conference On Computer-Aided Design (ICCAD'17, CCF-B), Nov 13-16, Irvine, CA, US, 2017.
  • [C18]CSTIC'17 Zeyu Yan, Xiaowei Xu, Guangyu Yu, Hu Yu, "Empowering Edge Mining on Smartphones with Reconfigurable Fabrics", China Semiconductor Technology International Conference (CSTIC '17), 11-12 March, Shanghai, 2018.
  • [C17]CSTIC'17 Guangyu Yu, Xiaowei Xu, Zeyu Yan, Hu Yu, "Accelerating Earth Movers Distance with Instruction Set Extension for Image Retrieval", China Semiconductor Technology International Conference (CSTIC '17), 11-12 March, Shanghai, 2018.
  • [C16]NCS'17 Xiaowei Xu, Qing Lu, Tianchen Wang, Jinglan Liu, Yu Hu and Yiyu Shi, "Efficient Hardware Implementation of Cellular Neural Networks with Powers-of-Two Based Incremental Quantization", Neuromorphic Computing Symposium (NCS '17), July, Knoxville Tennessee, 2017.
  • [C15]NCS'17 Zhongyang Liu, Shaoheng Luo, Xiaowei Xu, Yiyu Shi and Chen Zhuo, "A Multi-Level Optimization Framework for Efficient FPGA-Based Cellular Neural Network Implementatio", Neuromorphic Computing Symposium (NCS '17), July, Knoxville Tennessee, 2017.
  • [C14]ICTIS'17 Guanbing Deng, Hanqing Zhou, Guangyu Yu, Zeyu Yan, Yu Hu, Xiaowei Xu, "Scalable and parameterized dynamic time warping architecture for efficient vehicle re-identification", 4th International Conference on Transportation Information and Safety (ICTIS '17), 8-10 Aug, Banff, AB, Canada, 2017.
  • [J6]IEICE'17 Li Zhang, Dawei Li, Xuecheng Zou, Yu Hu, Xiaowei Xu, "Scalable and Parameterized Architecture for Efficient Stream Mining", IEICE transections on Fundamentals of Electronics,Communications and Computer Sciences (IEICE '17), Vol. E101-A, Iss. 1, pp. 219-231, ISSN: 1745-1337, 2017.
  • [J5]IEICE'17 Li Zhang, Xiaowei Xu, Dawei Li, Xiaofei Chen, Xuecheng Zou, "A single phase modulation for pulse-based inductive-coupling connection in 3D stacked chip", IEICE Electronics Express (IEICE '17), Vol. 14, Iss. 20, pp. 343-350, ISSN: 1745-1337, 2017.
  • [J4]SH'17 Feng Lin, Chen Song, Xiaowei Xu, Lora Cavuoto, Wenyao Xu, "Patient Handling Activity Recognition Through Pressure-Map Manifold Learning Using A Footwear Sensor", Smart Health (SH '17), Vol. 1, Iss. 2, pp. 77-92, ISSN: 2352-6483, 2017.

    Year 2016

  • [J3]IEEE TBioCAS'16 Xiaowei Xu, Feng Lin, Aosen Wang, Yu Hu, Ming-chun Huang, and Wenyao Xu, "Body-Earth Mover's Distance: A Matching-Based Approach for Sleep Posture Recognition", IEEE Transactions on Biomedical Circuits and Systems (TBioCAS'16), Vol. 10, Iss. 5, pp. 1932-4545, 2016.
  • [C13]ISBA'16 Kun Woo Cho, Feng Lin, Chen Song, Xiaowei Xu, Fuxing Gu, and Wenyao Xu, "Thermal Handprint Analysis for Forensic Identification using Heat-Earth Mover 's Distance", IEEE International Conference on Identity, Security and Behavior Analysis (ISBA '16), 29 Feb.-2 March, Sendai, Japan, 2016.
  • [C12]CHASE'16Feng Lin, Chen Song, Xiaowei Xu, Lora Cavuoto, Wenyao Xu, "Sensing from the Bottom: Smart Insole Enabled Patient Handling Activity Recognition Through Manifold Learning", IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE '16), 27-29 June, Washington, DC, USA, 2016.
  • [C11]BHI'16 Feng Lin, Xiaowei Xu, Aosen Wang, Lora Cavuoto, Wenyao Xu, "Automated patient handling activity recognition for at-risk caregivers using an unobtrusive wearable sensor", IEEE International Conference on Biomedical and Health Informatics (BHI '16), 24-27 Feb., Las Vegas, NV, USA, 2016.
  • [C10]WH'16 Kun Woo Cho, Feng Lin, Chen Song, Xiaowei Xu, Michelle Hartley-McAndrew, Kathy Doody, Wenyao Xu, "Gaze-Wasserstein: A Quantitative Screening Approach to Autism Spectrum Disorder", IEEE Annual Wireless Health Conference (WH '16), 25-27 Oct., Bethesda, MD, USA, 2016.

    Year 2015

  • [C9]BioCAS'15 Xiaowei Xu, Feng Lin, Aosen Wang, Chen Song, Yu Hu, and Wenyao Xu, "On-bed Sleep Posture Recognition Based on Body-Earth Movers Distance", IEEE Biomedical Circuits and Systems Conference (BioCAS’15), 22-24 Oct., Atlanta, Georgia, US, 2015.
  • [C8]BioCAS'15 Aosen Wang, Chen Song, Xiaowei Xu, Feng Lin, Zhanpeng Jin, and Wenyao Xu, "Selective and Compressed Sensing for Energy-Efficient Implantable Neural Encoding", IEEE Biomedical Circuits and Systems Conference (BioCAS '15), 22-24 Oct., Atlanta, Georgia, 2015.
  • [C7]IGSC'15 Hanqing Zhou, Yu Hu, Guangyu Yu, Zeyu Yan, Feng Lin, Wenyao Xu, Xiaowei Xu, "An Energy-efficient Pipelined DTW Architecture on Hybrid Embedded Platform", IEEE Green and Sustainable Computing Conference (IGSC '15), 14-16 Dec., Las Vegas, NV, USA, 2015.
  • [J2]JIT'15 Xiaowei Xu, Lu Pu, Tao Jiang, Zhijun Qiu, and Yu Hu, "A Comparison Study of Connected Vehicle Systems between Named Data Networking and IP", Journal of Internet Technology (JIT '15), Vol. 16, Iss. 2, pp. 343-350, ISSN:1607-9264, 2015.

    Before Year 2015

  • [C6]GPCDP'12Hanqing Zhou, Lu Pu, Yu Hu, Aosen Wang, Wenyao Xu, Xiaowei Xu, "Energy Characterization and Optimization of Embedded Data Mining Algorithms: a Case Study of the DTW-kNN Framework", International Workshop on Green Programming, Computing, and Data Processing (GPCDP '14), 3-5 Nov., Dallas, TX,US, 2014.
  • [C5]IWMBD'12Lu Pu, Xiaowei Xu, Han He, Haning Zhou, Zhijun Qiu, and Yu Hu, "A flexible control study of variable speed limit in connected vehicle systems", International Workshop on Mobile Internet Big Data (IWMBD '14), May, Wuhan, China, 2014.
  • [J1]ILE'12 Jiangchen Li, Xiaowei Xu, Junpei Han, Yu Hu, and Xuecheng Zou, "Synchronized pulsedLED algorithm for ambient infrared noise minimization in FTIR-based multitouch system", Infrared and Laser Engineering (ILE '13), Vol. 42, Iss. 6, 2013.
  • [C4]ICCVE'12 Jiangchen Li, Xiaowei Xu, Hongpeng Zhao, Yu Hu, and Tony Z. Qiu, "An Energy Efficient Sub-Nyquist Sampling Method Based on Compressed Sensing in a Wireless Sensor Network for Vehicle Detection", The 2nd International Conference on Connected Vehicles and Expo (ICCVE '13), 2-6 Dec., Las Vegas, NV, USA, 2013.
  • [C3]ICCC'12 Tao Jiang, Xiaowei Xu, Lu Pu, Yu Hu, Zhijun Qiu, "A simulation study of connected vehicle systems using named data network", 4th International Conference on Cloud Computing (ICCC '13), October 17-19, Wuhan, China, 2013.
  • [C2]ICTIS'13 Xiaowei Xu, Tao Jiang, Pengfei Li, Tony Qiu, and Yu Hu, "A High-Level-Architect SimIVC for Simulating Traffic Network", The 2nd International Conference on Transportation Information and Safety (ICTIS '13), June 29-July 2, Wuhan, China, 2013.
  • [C1]ICSICT'12 Xiaowei Xu, Wanghui Zou, Jinran Du, Xiaofei Chen, Xuecheng Zou, "Predictive calculation of coupling coefficient between on-chip small-area multilayer inductors", IEEE 11th International Conference on Solid-State and Integrated Circuit Technology (ICSICT '12), 29 Oct.-1 Nov., Xian, China, 2012