Yi Ding
Scholar

Yi Ding

Google Scholar ID: 8SYAgGIAAAAJ
Research Assistant Professor, Nanyang Technological University
Brain-Computer InterfaceDeep LearningAffective ComputingFoundation ModelMultimodal Learning
Citations & Impact
All-time
Citations
871
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
24
list available
Publications
2 items
Decoupled Hierarchical Distillation for Multimodal Emotion Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2026
Cited
0
Resume (English only)
Academic Achievements
  • Multiple papers accepted by top-tier venues including NeurIPS-2025, IEEE Signal Processing Magazine, ACM MM-25, Neural Networks, IEEE TNSRE, EMBC-25, IEEE TNNLS, ICASSP-25, IEEE TIP, IEEE J-BHI, IEEE TAFFC, IJCNN-22, CVPRW-22, etc.
  • Ph.D. thesis titled 'Neurophysiology-Inspired Neural Networks for Affective Brain-Computer Interfaces' submitted and endorsed in 2022
  • LGGNet received the PREMIA Best Student Paper Awards Honourable Mention in 2023
  • Team achieved runner-up in the Valence-arousal estimation challenge of ABAW Competition at CVPR-22 in 2022
  • Filed PCT patent application (PCT/SG2022/050243) in 2022: 'Mental Arousal Level Regulation System and Method'