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

2021

• W. Liu, J. -L. Qiu, W. -L. Zheng and B. -L. Lu, "Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition," in IEEE Transactions on Cognitive and Developmental Systems, doi: 10.1109/TCDS.2021.3071170. PDF

2020

• Yu-Ting Lan, Wei Liu, Bao-Liang Lu, Multimodal Emotion Recognition Using Deep Generalized Canonical Correlation Analysis with an Attention Mechanism. IJCNN, 2020. PDF

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

  Useful Links

Deep Learning related sites

• Yoshua Bengio's homepage
• Geoffrey E. Hinton's homepage
• Torence Tao's homepage
• Deep learning site
• colah's blog
• arXiv

Journals and Conferences

• Our Lab: Center for Brain-Like Computing and Machine Intelligence
• Refered Journals: IEEE TPAMI, Int. J. Computer Vision(Springer), IEEE TNN, IEEE TAC, Machine Learning(Springer), Pattern Recognition(Elsevier), Information Sciences(Elsevier), Neural Networks(Elsevier) ...
• Top Conferences: NIPS, AAAI, ICML, IJCAI, ICCV, CVPR, ECCV, ...