Scholar
Yi Ding
Google Scholar ID: 8SYAgGIAAAAJ
Research Assistant Professor, Nanyang Technological University
Brain-Computer Interface
Deep Learning
Affective Computing
Foundation Model
Multimodal Learning
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Citations & Impact
All-time
Citations
871
H-index
10
i10-index
11
Publications
20
Co-authors
24
list available
Contact
GitHub
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Publications
2 items
Decoupled Hierarchical Distillation for Multimodal Emotion Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2026
Cited
0
HEEGNet: Hyperbolic Embeddings for EEG
arXiv.org · 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'
Co-authors
24 total
Cuntai Guan
President's Chair Professor, CCDS, Nanyang Technological University
Neethu Robinson
Nanyang Technological University
Qiuhao Zeng
Western University
Co-author 4
Aung Aung Phyo Wai
Computational Intelligence Lab, School of Computer Science and Engineering, Nanyang Technological
Co-author 6
Xinliang Zhou
Nanyang Technological University, Singapore
Co-author 8
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