Rui Li

Phd Candidate Department of Computer Science Shanghai Jiao Tong University

Supervisor: Bao-Liang Lu (SJTU)


Email:
realee@sjtu.edu.cn

Address

Department of Computer Science,
Shanghai Jiao Tong University,
800 Dongchuan Road,
Shanghai 200240, China



  Research Interest


Machine Learning
Deep Learning
Graph Neural Network
EEG-based Emotion Recognition
EEG-based Decision Confidence Recognition



  Education Background


-- Bachelor in Computer Science, University of Electronic Science and Technology of China, Sep. 2013 - Jun. 2017

-- PHD in Computer Science, Shanghai Jiao Tong University, Sep. 2017 - Current





  Publications


2022

  • Cheng Fei, Rui Li, Li-Ming Zhao, Bao-Liang Lu: A Cross-Modality Deep Learning Method for Measuring Decision Confidence from Eye Movement Signals, to appear in International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2022), 2022

  • 2021

  • Yiting Wang, Wei-bang Jiang Rui Li, Bao-Liang Lu: Emotion Transformer Fusion: Complementary Representation Properties of EEG and Eye Movements on Recognizing Anger and Surprise, to appear in IEEE International Conference on Bioinformatics and Biomedicine (BIBM2021), 2021 [pdf]

  • Le-Dian Liu, Rui Li, Bao-Liang Lu: EEG-based Human Decision Confidence Measurement Using Graph Neural Networks, to appear in International Conference on Neural Information Processing (ICONIP2021), 2021 [pdf]

  • Rui Li, Yiting Wang, Bao-Liang Lu: A Multi-Domain Adaptive Graph Convolutional Network for EEG-based Emotion Recognition, to appear in Proceedings of the 29th ACM International Conference on Multimedia (ACN MM 2021), 2021 [pdf]

  • Rui Li, Le-dian Liu, Bao-Liang Lu: Measuring Human Decision Confidence from EEG Signals in an Object Detection Task, to appear in Proc. of 10th International IEEE EMBS Conference on Neural Engineering (NER2021), 2021 [pdf]

  • Rui Li, Le-dian liu, Bao-Liang Lu: Discrimination Ability of EEG for Confidence Level in the Visual Perceptual Decision Task, to appear in Proc. of 10th International IEEE EMBS Conference on Neural Engineering (NER2021), 2021 [pdf]

  • 2019

  • Li-Ming Zhao, Rui Li, Wei-Long Zheng, Bao-Liang Lu: Classification of Five Emotions from EEG and Eye Movement Signals: Complementary Representation Properties, to appear in Proc. of 9th International IEEE EMBS Conference on Neural Engineering (NER2019), 2019 [pdf]


  •   Links


    · Shanghai Jiao Tong University
    · Center for Brain-Like Computing and Machine Intelligence
    · Department of Computer Science&Engineering