Wei Liu

刘伟

Ph.D Candidate

Department of Computer Science

Shanghai Jiao Tong University

Supervised by:
Bao-Liang Lu (SJTU)


Email:
liuwei.cpp AT gmail DOT com

Address

Room East307, SEIEE buliding #3,
Department of Computer Science,
800 Dongchuan Road,
Shanghai Jiao Tong University,
200240,China.

  Research Interests

  • Machine Learning
  • Deep learning
  • EEG-based Emotion Recognition


  Education Background

  • Sept.2014 - Present: Ph.D candidate in Computer Science and Technology, Department of Computer Science and Engineering, Shanghai Jiao Tong University.
  • Sept.2010 - June.2014: Bachelor in Automation, Department of Automation Science and Electrical Engineering, Beihang University.

  Publications

2019

  • Wei-Long Zheng, Wei Liu, Yifei Lu, Bao-Liang Lu, and Andrzej Cichocki, EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. IEEE Transactions on Cybernetics, 2018. PDF

2018

  • Wei-Long Zheng, Wei Liu, Yifei Lu, Bao-Liang Lu, and Andrzej Cichocki, EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. IEEE Transactions on Cybernetics, 2018. PDF
  • Jie-Lin Qiu, Wei Liu, Bao-Liang Lu: Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis. ICONIP (5) 2018: 221-231. PDF

2017

  • Li-Huan Du, Wei Liu, Wei-Long Zheng and Bao-Liang Lu, Detecting Driving Fatigue with Multimodal Deep Learning, Proc. of the 8th International IEEE EMBS Conference on Neural Engineering, Shanghai, 2017. PDF
  • Hao Tang, Wei Liu, Wei-Long Zheng, and Bao-Liang Lu, Multimodal Emotion Recognition Using Deep Neural Networks, Proc. ICONIP2017, Guangzhou, 2017 PDF
  • Xue Yan, Wei-Long Zheng, Wei Liu, and Bao-Liang Lu, Identifying Gender Differences in Multimodal Emotion Recognition Using Bimodal Deep AutoEncoder, Proc. ICONIP2017, Guangzhou, 2017. PDF
  • Xue Yan, Wei-Long Zheng, Wei Liu, and Bao-Liang Lu, Investigating Gender Differences of Brain Areas in Emotion Recognition Using LSTM Neural Network, Proc. ICONIP2017, Guangzhou, 2017. PDF

2016

  • Wei Liu, Wei-Ling Zheng, Bao-Liang Lu. "Emotion Recognition Using Multimodal Deep Learning." ICONIP2016. Springer, Cham. Vol 9948, pp 521-529. Link PDF
  • Wei Liu, Wei-Long Zheng, Bao-Liang Lu. "Multimodal Emotion Recognition Using Multimodal Deep Learning." arXiv Link
  • Nan Zhang, Wei-Long Zheng, Wei Liu, Bao-Liang Lu*, Continuous Vigilance Estimation using LSTM Neural Networks, Proc. of ICONIP2016, Kyoto, 2016. Link PDF

  Hobbies

  • Reading, Programming