Ding Yi (丁一)

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Ph.D., MSc
Member, IEEE (CIS and EMBS) and PREMIA
Research Fellow
College of Computing & Data Science
Nanyang Technological University,
Singapore
Email: yi006@e.ntu.edu.sg/ding.yi@ntu.edu.sg

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Biography

I received my Ph.D. from the School of Computer Science and Engineering (SCSE) at Nanyang Technological University, Singapore in 2023, supervised by Prof Guan Cuntai. Before that, I received my MSc from the School of Electrical and Electronics Engineering (EEE) at Nanyang Technological University, Singapore in 2018, supervised by Prof Chen Tupei. Previously, I earned my B.Eng degree from the School of Information Science and Technology at Donghua University, Shanghai, China in 2017.

My research interests include brain-computer interface, deep/machine learning, graph neural networks, affective computing, computational neuroscience, multimodal emotion recognition, and their applications in neural signal decoding and mental disorder regulation.

News

  • [16-Nov-2024] 2 papers were accepted by IEEE Journal of Biomedical and Health Informatics (J-BHI), thanks all co-authors

  • [12-Nov-2024] 1 paper was accepted by IEEE Transactions on Affective Computing (TAFFC), thanks all co-authors

  • [17-June-2024] 1 paper was accepted by Neural Networks, thanks all co-authors

  • [8-May-2024] 1 paper, TASA, was accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) , thanks all co-authors

  • [16-Apr-2024] MASA-TCN was accepted by IEEE Journal of Biomedical and Health Informatics (J-BHI) , thanks all co-authors

  • [4-Jan-2024] 1 paper, FLEEG, was accepted by Neural Networks, thanks all co-authors

  • [31-Aug-2023] LGGNet was honored with the PREMIA Best Student Paper Awards Honourable Mention 2023

  • [12-Apr-2023] 2 papers were accepted by EMBC-2023

  • [11-Jan-2023] 1 paper was accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

  • [25-Nov-2022] 1 PCT patent application (PCT/SG2022/050243), "Mental Arousal Level Regulation System and Method", was pubilished

  • [19-Aug-2022] My Ph.D. Thesis, "Neurophysiology-Inspired Neural Networks for Affective Brain-Computer Interfaces", was submitted and endorsed by Prof Guan

  • [26-Apr-2022] 1 was accepted by IJCNN-22

  • [16-Apr-2022] 1 was accepted by IEEE Transactions on Affective Computing

  • [15-Apr-2022] 1 was accepted by CVPRW-22

  • [15-Apr-2022] Our team achieved the runner-up in the Valence-arousal estimation challenge of ABAW Competition held in CVPR-22

Publications

Journal Papers

Conference Papers

Patents

Projects

Acadamic service

Teaching