Fuyan Ma

PostDoc, Chinese Academy of Military Science
Beijing, China

I'm a postdoctoral trainee at Chinese Academy of Military Science. I graduated with my PhD in the College of Electrical and Information Engineering of Hunan University (HNU). Sincere thanks to my supervisors, Prof. Shutao Li and Prof. Bin Sun. Before pursing the PhD degree in HNU, I obtained my bachelor's degree from South Central University for Nationalities in 2018. My research interests include affective computing, human-robot interaction and multimodal fusion. I serve as a peer reviewer for several international journals and conferences, such as IEEE-TAFFC, IEEE-TCSVT, The Visual Computer, Scientific Reports and ICASSP.

News

  • 07/2024: One conference paper has been accepted by ACMMM'24. See you in Australia🇦🇺.
  • 09/2023: I successfully defended my doctoral dissertation and decided to become one of Beijing Drifters.
  • 03/2023: Our conference paper has been accepted by ICASSP-2023. See you in Greece.
  • 03/2023 : We won the International Algorithm Case Competetion🏆🏆🏆, and and sincere congratulations to Anjing Guo.
  • 09/2022: Our paper has been accepted by INFORM FUSION, and congratulations to Zuxiang Long.
  • 08/2022: We were awarded the first prize for two tasks on ACMMM-2022 Grand Challenge.
  • 07/2022: One Journal paper has been accepted by IEEE-TGRS, and one Conference paper has been accepted by ACM-MM'22.
  • 12/2021: I got the President's PhD Scholarship.
  • 10/2021 : We won the MUSE-Stress Challenge in ACM-MM2021. 🏆🏆🏆
  • 10/2021 : One Journal paper has been accepted by IEEE-TAFFC.
  • 09/2021 : One Conference paper has been accepted by ACM-MM2021 Workshop.
  • 04/2020 : One Conference paper has been accepted by IGARSS2020.

Publications

  1. Fuyan Ma, Yiran He, Bin Sun, and Shutao Li, Less is More: Adaptive Feature Selection and Fusion for Eye Contact Detection, ACMMM (2024).
    [Code] [URL] [PDF]
  2. Fuyan Ma, Bin Sun, and Shutao Li, LOGO-Former: Local-Global Spatio-Temporal Transformer for Dynamic Facial Expression Recognition, ICASSP (2023).
  3. Fuyan Ma, Ziyu Ma, Bin Sun, and Shutao Li, TA-CNN: A Unified Network for Human Behavior Analysis in Multi-Person Conversations, ACM-MM (2022).
  4. Zuxiang Long*, Fuyan Ma*, Bin Sun, Mingkui Tan and Shutao Li, Diversified Branch Fusion for Self-Knowledge Distillation, Information Fusion (2022).
  5. Xudong Kang, Jier Li, Puhong Duan, Fuyan Ma and Shutao Li, Multi-layer Degradation Representation-Guided Blind Super-Resolution for Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing (2022).
  6. Fuyan Ma, Bin Sun, and Shutao Li, Transformer-Augmented Network with Online Label Correction for Facial Expression Recognition, IEEE Transactions on Affective Computing (2023).
  7. Fuyan Ma, Bin Sun and Shutao Li, Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion, IEEE Transactions on Affective Computing (2021).
  8. Ziyu Ma*, Fuyan Ma*, Bin Sun and Shutao Li, Hybrid Mutimodal Fusion for Dimensional Emotion Recognition, Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge (2021).
  9. Fuyan Ma, Bin Sun, Shutao Li and Jun Sun, Vehicle Detection with Partial Anchors in Remote Sensing Images, IEEE International Geoscience and Remote Sensing Symposium (2020).

Awards

  • 2023.03 : International Algorithm Case Competetion Winner.
  • 2022.08 : ACMMM Grand Challenge Winner of Two Tracks.
  • 2021.12 : President's PhD Scholarship.
  • 2021.10 : MUSE-Stress 2021 Multimodal Sentiment Analysis Challenge Winner.
  • 2017.11 : Undergraduate National Scholarship.
  • 2016.11 : Undergraduate National Scholarship.
  • 2015.11 : Undergraduate National Scholarship.