Publications

Book Chapters

Peer-reviewed Publications

  • Yuan Liang, Weikun Han, Liang Qiu, Chen Wu, Yiting Shao, Kun Wang, Lei He
    Exploring Forensic Dental Identification with Deep Learning
    2021 Conference on Neural Information Processing Systems (NeurIPS 2021)
    [PDF][Code]

  • Wen Li*, Yuan Liang*, Xuan Zhang, Chao Liu, Lei He, Leiying Miao, Weibin Sun (* equal contribution)
    A Deep Learning Approach to Automatic Gingivitis Screening based On classification and Localization in RGB Photos
    Scientific Reports
    [PDF][Code]

  • Jiawei Yang, Yao Zhang, Yuan Liang, Yang Zhang, Lei He and Zhiqiang He
    TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation
    Medical Image Computing & Computer Assisted Intervention (MICCAI2021)
    [PDF][Code]

  • Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu and Song-Chun Zhu
    SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
    The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics (ACL2021)
    [PDF][Code]

  • Jiawei Yang*, Yuan Liang*, Yao Zhang, Weinan Song, Kun Wang, Lei He (* equal contribution)
    Exploring Instance-Level Uncertainty for Medical Detection
    18th IEEE International Symposium on Biomedical Imaging (ISBI2021)
    [PDF][Code]

  • Weinan Song, Yuan Liang, Jiawei Yang, Kun Wang, Lei He
    T-Net: Learning Feature Representation with Task-specific Supervisions in Biomedical Image Analysis
    18th IEEE International Symposium on Biomedical Imaging (ISBI2021)
    [PDF][Code]

  • Yuan Liang, Liang Qiu, Tiancheng Lu, Zhujun Fang, Dezhan Tu, Jiawei Yang, Yiting Shao, Kun Wang, Xiang ‘Anthony’ Chen, Lei He
    OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray
    26th Annual Conference on Intelligent User Interfaces (IUI2021)
    [PDF][Code]

  • Weinan Song*, Yuan Liang*, Jiawei Yang, Kun Wang, Lei He     (* equal contribution)
    Oral-3D: Reconstructing the 3D bone structure of Oral Cavity from 2D Panoramic X-ray
    Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI2021)
    [PDF][Code]

  • Xuan Zhang*, Yuan Liang*, Wen Li, Chao Liu, Deao Gu, Weibin Sun, Leiying Miao     (* equal contribution)
    Development and Evaluation of Deep Learning for Screening Dental Caries from Oral Photos
    Oral Diseases, 2020
    [PDF][Code]

  • Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu
    Structured Attention for Unsupervised Dialogue Structure Induction
    Conference on Empirical Methods in Natural Language Processing (EMNLP2020)
    [PDF][Code]

  • Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He
    Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation
    Asian Conference on MachineLearning (ACML2020)
    [PDF][Code]

  • Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He
    X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph
    Medical Image Computing & Computer Assisted Intervention (MICCAI2020)
    [PDF][Code]

  • Yuan Liang, Hsuan-Wei Fan, Zhujun Fang, Leiying Miao, Wen Li, Xuan Zhang, Weibin Sun, Kun Wang, Lei He, Xiang ‘Anthony’ Chen
    OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera
    Best Paper Honorable Mentioned Award
    Human Factors in Computing Systems (CHI2020)
    [PDF][Code]

  • Yuan Liang, Weinan Song, J.P. Dym, Liang Qiu, Kun Wang, Lei He
    CompareNet: AnatomicalSegmentation Network with Deep Non-local Label Fusion
    Medical Image Computing & Computer Assisted Intervention (MICCAI2019)
    [PDF][Code]

  • Jinlong Yan, Qi Zeng, Yuan Liang, Lei He, Zhengping Li
    Modeling and Implementation of Electroactive Smart Air-Conditioning Vent Register for Personalized HVAC Systems
    IEEE Access, 2017
    [PDF][Code]

Patents

  • Shiping Xu, Jean-Paul Dym, Yuan Liang
    System for generating medical reports for imaging studies
    17/006,590. Pub. in 2021
    [PDF]

Works Under Review

  • Zhuofu Tao, Chen Wu, Yuan Liang, Kun Wang and Lei He
    LightGCN: A Lightweight FPGA-Based Graph Convolutional Network Accelerator

  • Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu
    Towards Socially Intelligent Agents with Mental State Transition and Human Utility

  • Yuan Liang, Weinan Song, Liang Qiu, Kun Wang, Lei He
    A Prior Constraint Adoption Module for Accurate yet Robust Brain Parcellation
    IEEE Journal of Biomedical and Health Informatics

  • Yuan Liang, Amirali Omidfar, Alexander Chen, Liang Qiu, Peng Cheng, Ximeng Liu and Xiang ‘Anthony’ Chen
    Camiot: Recognizing & Interacting with Distant IoT Objects Using a Wrist-Worn Outward-Facing Camera

  • Hongyan Gu, Yuan Liang, Yifan Xu, Xiang ‘Anthony’ Chen
    xPath: A Tool for Human-AI Collaborative Diagnosis in Pathology with Joint-Analyses of Multiple Criteria andExplanation by Hierarchically Traceable Evidence