Tengfei Song


       Ph.D. Student,

       Affective Information Processing Lab,

       Key Laboratory of Child Development and Learning Science of Ministry of Education,

       School of Information Science And Engineering,

       Southeast University, Nanjing, Jiangsu Province, China.

       AdvisorsProf. Wenming Zheng



I received my B.S degrees in Communication Engineering  from Hohai University, Jiangsu Province, China in 2016. Since 2016, I have become a Ph.D. student of Affective Information Processing Lab (AIPL)Key Laboratory of Child Development and Learning Science of Ministry of EducationSchool of Information Sciences And Engineering  in Southeast University, Nanjing, Jiangsu Province, China under the supervision of Prof. Wenming Zheng. Since 2019, I have been a visiting scholar in Rensselaer Polytechnic Institute (RPI), NY, USA under the supervision of Prof. Qiang Ji.

Research interests

My main interests include affective computing, pattern recognition, and computer vision.


  1. Tengfei Song, Zijun Cui, Wenming Zheng, Qiang Ji. “Hybrid Message Passing with Performance-driven Structures for Facial Action Unit Detection”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  2. Tengfei Song, Zijun Cui, Yuru Wang, Wenming Zheng, Qiang Ji. “Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  3. Tengfei Song, Suyuan Liu, Wenming Zheng, Yuan Zong, Zhen Cui, Yang Li. “Variational Instance-Adaptive Graph for EEG Emotion Recognition”, IEEE Transactions on Affective Computing, 2021.
  4. Tengfei Song, Lisha Chen, Wenming Zheng, Qiang Ji. “Uncertain Graph Neural Networks for Facial Action unit Detection”, Thirty-fifth AAAI conference on artificial intelligence (AAAI), 2021.
  5. Zijun Cui, Tengfei Song, Yuru Wang, Qiang Ji. “Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition “, Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020.
  6. Tengfei Song, Suyuan Liu, Wenming Zheng, Yuan Zong, Zhen Cui. “Instance-adaptive Graph for EEG Emotion Recognition”, Thirty-fourth  AAAI conference on artificial intelligence (AAAI), pp. 2701-2708, 2020.
  7. Tengfei Song, Wenming Zheng, Peng Song, Zhen Cui. “EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks,” IEEE Transactions on Affective Computing,  11.3 (2018) 532-541.
  8. Tengfei Song, Wenming Zheng, Wenming Zheng, Cheng Lu, Yuan Zong, Xilei Zhang, Zhen Cui. “MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition,” IEEE  Access, 2019, Jan 9;7:12177-91
  9. Li, Yang, Lei Wang, Wenming Zheng, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song. “A novel bi-hemispheric discrepancy model for eeg emotion recognition”  IEEE Transactions on Cognitive and Developmental Systems, 2020.
  10. Suyuan Liu, Wenming Zheng, Tengfei Song, Yuan Zong. “Sparse Graphic Attention LSTM for EEG Emotion Recognition.” In International conference on neural information processing 2019 (pp.690-697). Springer, Cham.

MPED Dataset Application



  1. 郑文明,宋腾飞,刘素媛,宗源. 基于图片生成的脑电信号情感识别方法及装置. CN201910747637.X [P] (受理)

  2. 宋腾飞,郑文明. 头控式体感鼠标. CN201710279973.7 [P] (Granted, 授权)

  3. 宋腾飞,韩庆邦,吴婷,殷澄,李健,朱昌平. 基于头部运动的无线体感鼠标. CN201410336073.8 [P] (Granted,授权)

  4. 宋腾飞,韩庆邦,廖海龙,吴婷,邹彦平. 一种头控摆锤式鼠标开关. CN201410599048.9 [P](Granted,授权)

Awards & Honors

  • National Graduate Scholarship (2014)


Email: songtf[AT]seu[DOT]edu[DOT]cn, 185071086[AT]qq[DOT]com

Office: Room 103(South), Liwenzheng Building, Sipailou Campus of Southeast University, No. 2 Sipailou, Nanjing, P.R. China.

Last Modified: 2021-03-01