Publications

Check the full publications here

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
  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

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
  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
  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

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
  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

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
  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
  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

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