Scholar
Wei-Long Zheng 郑伟龙
Google Scholar ID: MZXXe8UAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
9,699
H-index
40
i10-index
70
Publications
20
Co-authors
72
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - From EEG to Eye Movements: Cross-modal Emotion Recognition Using Constrained Adversarial Network with Dual Attention, IEEE Transactions on Affective Computing, 2024
- - Rapid context inference in a thalamocortical model using recurrent neural networks, Nature Communications, 2024
- - EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals, The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
- - A Multi-view Spectral-Spatial-Temporal Masked Autoencoder for Decoding Emotions with Self-supervised Learning, Proceedings of the 30th ACM International Conference on Multimedia, 2022
- - Investigating EEG-based functional connectivity patterns for multimodal emotion recognition, Journal of Neural Engineering, 2022
- - Predicting Neurological Outcome from Electroencephalogram Dynamics in Comatose Patients after Cardiac Arrest with Deep Learning, IEEE Transactions on Biomedical Engineering, 2021
Research Experience
- - 2021, Postdoc Associate, Department of Brain and Cognitive Science, Massachusetts Institute of Technology, USA, worked with Michael Halassa and Robert Yang on developing computational models for thalamocortical interactions in cognition
- - 2020, Research Fellow, Department of Neurology, Massachusetts General Hospital, USA, Harvard Medical School, worked with M Brandon Westover
Education
- - PhD in Computer Science, 2018, Shanghai Jiao Tong University, China, supervised by Bao-Liang Lu
- - BE in Electrical Engineering, 2012, South China University of Technology, China
- - Postdoc Associate, 2021, Massachusetts Institute of Technology, USA
- - Research Fellow, 2020, Massachusetts General Hospital, USA, Harvard Medical School, working with M Brandon Westover
- - Visiting Researcher, The Cichocki Laboratory for Advanced Brain Signal Processing, Brain Science Institute, RIKEN, Japan
- - Visiting Researcher, Intelligent Systems Group, Department of Computer Science and Artificial Intelligence, University of the Basque Country, Spain
Background
- Currently a Tenured-Track Associate Professor in the Department of Computer Science and Engineering at Shanghai Jiao Tong University. His lab is the Center for Brain-like Computing and Machine Intelligence (BCMI). Research interests include affective computing, brain-computer interactions, computational neuroscience, artificial intelligence, machine learning, clinical healthcare, and biomedical engineering.
Miscellany
- Always looking for highly-motivated students and postdocs to join our team to work on understanding how the brain works! Feel free to email me if you are interested!
