Publications

A partial list of refereed publications (* equal contribution; ^ correspondence). Visit my Google Scholar for a full list of papers.

2024

  1. 3D-Aware Talking-Head Video Motion Transfer
    Haomiao Ni, Jiachen Liu, Yuan Xue, and Sharon X Huang
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
    Paper

2023

  1. Synthetic Augmentation with Large-Scale Unconditional Pre-training
    Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X Huang, and Yuan Xue^
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2023
    Paper
  2. HACA3: A unified approach for multi-site MR image harmonization
    Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E Dewey, Samuel W Remedios, Savannah P Hays, and 5 more authors
    Computerized Medical Imaging and Graphics 2023
    Paper
  3. Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee
    Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, and 5 more authors
    In International Symposium on Biomedical Imaging (ISBI) 2023
    Paper
  4. Unsupervised quality assurance for brain MR image rigid registration using latent shape representation
    Yuan Xue, Lianrui Zuo, Samuel W Remedios, Blake E Dewey, Peiyu Duan, Yihao Liu, and 5 more authors
    In Medical Imaging 2023: Image Processing 2023
    Paper
  5. Cross-identity video motion retargeting with joint transformation and synthesis
    Haomiao Ni, Yihao Liu, Sharon X Huang, and Yuan Xue^
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
    Paper
  6. Semi-supervised Body Parsing and Pose Estimation for Enhancing Infant General Movement Assessment
    Haomiao Ni*, Yuan Xue*, Liya Ma, Qian Zhang, Xiaoye Li, and Sharon X Huang
    Medical Image Analysis 2023
    Paper

2022

  1. Accurate virus identification with interpretable Raman signatures by machine learning
    Jiarong Ye, Yin-Ting Yeh, Yuan Xue, Ziyang Wang, Na Zhang, He Liu, and 13 more authors
    Proceedings of the National Academy of Sciences 2022
    Paper
  2. Rapid Biomarker Screening of Alzheimer’s Disease by Interpretable Machine Learning and Graphene-Assisted Raman Spectroscopy
    Ziyang Wang, Jiarong Ye, Kunyan Zhang, Li Ding, Tomotaroh Granzier-Nakajima, Jeewan C. Ranasinghe, and 10 more authors
    ACS Nano 2022
    Paper
  3. Deep Image Synthesis from Intuitive User Input: A Review and Perspectives
    Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, and Xiaolei Huang
    Computational Visual Media 2022
    Paper
  4. Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement
    Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, and 5 more authors
    2022
    Paper
  5. Deep filter bank regression for super-resolution of anisotropic MR brain images
    Samuel W Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D Tran, Dzung L Pham, and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2022
    Paper
  6. End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement
    Jiachen Liu^*, Yuan Xue^*, Jose Duarte, Krishnendra Shekhawat, Zihan Zhou, and Xiaolei Huang
    In European Conference on Computer Vision (ECCV) 2022
    Paper
  7. Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans
    Haomiao Ni*, Yuan Xue*, Kelvin Wong, John Volpi, Stephen TC Wong, James Z Wang, and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2022
    Paper
  8. Coordinate Translator for Learning Deformable Medical Image Registration
    Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L Prince, and Aaron Carass
    In International Workshop on Multiscale Multimodal Medical Imaging (MMMI) 2022
    Paper
  9. Disentangling a Single MR Modality
    Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, and 2 more authors
    In Data Augmentation, Labelling, and Imperfections (DALI) 2022
    Paper

2021

  1. Selective Synthetic Augmentation With HistoGAN for Improved Histopathology Image Classification
    Yuan Xue*, Jiarong Ye*, Qianying Zhou, L Rodney Long, Sameer Antani, Zhiyun Xue, and 4 more authors
    Medical Image Analysis 2021
    Paper
  2. A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis
    Jiarong Ye*, Yuan Xue*, Peter Liu, Richard Zaino, Keith C Cheng, and Xiaolei Huang
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021
    Paper

2020

  1. Shape-Aware Organ Segmentation by Predicting Signed Distance Maps
    Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, and 3 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2020
    Paper
  2. Synthetic Sample Selection via Reinforcement Learning
    Jiarong Ye*, Yuan Xue*, L Rodney Long, Sameer Antani, Zhiyun Xue, Keith C Cheng, and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020
    Paper
  3. Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network
    Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, and 1 more author
    In International Symposium on Biomedical Imaging (ISBI) 2020
    Paper
  4. Neural Wireframe Renderer: Learning Wireframe to Image Translations
    Yuan Xue, Zihan Zhou, and Xiaolei Huang
    In European Conference on Computer Vision (ECCV) 2020
    Paper
  5. SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos
    Haomiao Ni*, Yuan Xue*, Qian Zhang, and Xiaolei Huang
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020
    Paper
  6. 3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling
    Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, and 1 more author
    IEEE Transactions on Emerging Topics in Computational Intelligence 2020
    Paper
  7. Evaluation of Image Segmentation Techniques for Image-based Rock Property Estimation
    Prakash Purswani, Zuleima T Karpyn, Khaled Enab, Yuan Xue, and Xiaolei Huang
    Journal of Petroleum Science and Engineering 2020
    Paper

2019

  1. Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification
    Yuan Xue, Qianying Zhou, Jiarong Ye, L Rodney Long, Sameer Antani, Carl Cornwell, and 2 more authors
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2019
    Paper
  2. Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation
    Yuan Xue, and Xiaolei Huang
    In International Conference on Information Processing in Medical Imaging (IPMI) 2019
    Paper

2018

  1. SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation
    Yuan Xue*, Tao Xu*, Han Zhang, L. Rodney Long, and Xiaolei Huang
    Neuroinformatics 2018
    Paper
  2. Multimodal Recurrent Model with Attention for Automated Radiology Report Generation
    Yuan Xue, Tao Xu, L Rodney Long, Zhiyun Xue, Sameer Antani, George R Thoma, and 1 more author
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2018
    Paper
  3. Adversarial Learning with Multi-scale Loss for Skin Lesion Segmentation
    Yuan Xue, Tao Xu, and Xiaolei Huang
    In International Symposium on Biomedical Imaging (ISBI) 2018
    Paper
  4. Pure-Exploration Bandits for Channel Selection in Mission-Critical Wireless Communications
    Yuan Xue, Pan Zhou, Shiwen Mao, Dapeng Wu, and Yingjie Zhou
    IEEE Transactions on Vehicular Technology 2018
    Paper

2016

  1. Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring
    Yuan Xue, Pan Zhou, Tao Jiang, Shiwen Mao, and Xiaolei Huang
    In International Conference on Sensing, Communication, and Networking (SECON) 2016
    Paper