* denotes equal contribution

2024

  1. WACV
    Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection
    Xiang Zhang, Huiyuan Yang, Taoyue Wang, and 2 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
    arXiv

2023

  1. ICCV
    Weakly-Supervised Text-Driven Contrastive Learning for Facial Behavior Understanding
    Xiang Zhang, Taoyue Wang, Xiaotian Li, and 2 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023
    arXiv PDF Website
  2. ICCV
    Knowledge-Spreader: Learning Semi-Supervised Facial Action Dynamics by Consistifying Knowledge Granularity
    Xiaotian Li, Xiang Zhang, Taoyue Wang, and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023
    arXiv PDF
  3. ICCV
    ReactioNet: Learning High-Order Facial Behavior from Universal Stimulus-Reaction by Dyadic Relation Reasoning
    Xiaotian Li, Taoyue Wang, Geran Zhao, and 3 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023
    PDF
  4. TAC
    Disagreement Matters: Exploring Internal Diversification for Redundant Attention in Generic Facial Action Analysis
    Xiaotian Li, Zheng Zhang, Xiang Zhang, and 7 more authors
    IEEE Transactions on Affective Computing, Oct 2023
    PDF

2021

  1. FG
    Multi-Modal Learning for AU Detection Based on Multi-Head Fused Transformers
    Xiang Zhang, and Lijun Yin
    In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), Oct 2021
    arXiv

2020

  1. FG
    An EEG-based multi-modal emotion database with both posed and authentic facial actions for emotion analysis
    Xiaotian Li*, Xiang Zhang*, Huiyuan Yang, and 3 more authors
    In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Oct 2020
    arXiv PDF