Publications

Check the full publications here

2023

  1. SIGGRAPH
    BodyFormer: Semantics-guided 3D Body Gesture Synthesis with Transformer
    Pang, Kunkun, Qin, Dafei, Fan, Yingruo, Habekost, Julian, Shiratori, Takaaki, Yamagishi, Junichi, and Komura, Taku
    In Proceedings of SIGGRAPH 2023 2023
    PDF

2022

  1. CVPR
    FaceFormer: Speech-Driven 3D Facial Animation with Transformers
    Fan, Yingruo, Lin, Zhaojiang, Saito, Jun, Wang, Wenping, and Komura, Taku
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Oral 2022
    PDF Code
  2. arxiv
    Joint Audio-Text Model for Expressive Speech-Driven 3D Facial Animation
    Fan, Yingruo, Lin, Zhaojiang, Saito, Jun, Wang, Wenping, and Komura, Taku
    In ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (i3D) 2022
    PDF

2021

  1. IJCAI
    G2RL: Geometry-Guided Representation Learning for Facial Action Unit Intensity Estimation
    Fan, Yingruo, and Lin, Zhaojiang
    In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI) 2021
    PDF
  2. TAC
    Distilling Region-wise and Channel-wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    IEEE Transactions on Affective Computing 2021
    PDF
  3. SR
    Demographic effects on facial emotion expression: an interdisciplinary investigation of the facial action units of happiness
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    Scientific Reports 2021
    PDF

2020

  1. AAAI
    Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    In Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020
    PDF Code
  2. TAC
    Facial Expression Recognition with Deeply-Supervised Attention Network
    Fan, Yingruo, Li, Victor O.K., and Lam, Jacqueline C.K.
    IEEE Transactions on Affective Computing 2020
    PDF

2018

  1. ICMI
    Video-based Emotion Recognition Using Deeply-Supervised Neural Network
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    In Proceedings of the ACM International Conference on Multimodal Interaction (ICMI) 2018
    PDF
  2. BigData
    Unsupervised Domain Adaptation with Generative Adversarial Networks for Facial Emotion Recognition
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    In Proceedings of the IEEE International Conference on Big Data 2018
    PDF
  3. ICANN
    Multi-Region Ensemble Convolutional Neural Network for Facial Expression Recognition
    Fan, Yingruo, Lam, Jacqueline C.K., and Li, Victor O.K.
    In Proceedings of the International Conference on Artificial Neural Networks (ICANN) 2018
    PDF

2017

  1. ICCVW
    Correlation Filters with Weighted Convolution Responses
    He, Zhiqun, Fan, Yingruo, Zhuang, Junfei, Dong, Yuan, and Bai, HongLiang
    In Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops 2017
    PDF Code