Yuan Zong

(宗源)



       Ph.D., Lecturer,

       Affective Information Processing Lab,

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

       School of Biological Science and Medical Engineering,

       Southeast University, Nanjing, Jiangsu Province, China.


                                   

Biography


Currently, I am a Lecturer and a member of Affective Information Processing Lab (AIPL)Key Laboratory of Child Development and Learning Science of Ministry of EducationSchool of Biological Science and Medical EngineeringSoutheast University. Nanjing, Jiangsu Province, China, leaded by Prof. Wenming Zheng. Before that, I received my B.Sc. and M.Sc. degrees in Electronics Engineering both from Nanjing Normal University, Nanjing, Jiangsu Province, China in 2011 and 2014, respectively, and received the Ph.D. degree in Biomedical Engineering from Southeast University, in 2018. From 2016 to 2017, I was funded by China Scholarship Council (CSC) and working as a Joint Ph.D. student in  Prof. Guoying Zhao’s group at  the Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland. 


Research Interests


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


Selected Publications[More]


  1. Tong Zhang, Yuan Zong (*), Wenming Zheng (*), C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui, and Guoying Zhao. “Cross-Database Micro-Expression Recognition: A Benchmark,” IEEE Transactions on Knowledge and Data Engineering, 2020. DOI: 10.1109/TKDE.2020.2985365
  2. Yang Li, 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. (Accepted)
  3. Tengfei Song, Weming Zheng, Suyuan Liu, Yuan Zong, and Zhen Cui. “Instance-Adaptive Graph for EEG Emotion Recognition,” in AAAI, 2020.
  4. Yuan Zong, Wenming Zheng, Zhen Cui, Guoying Zhao, and Bin Hu, “Toward Bridging Microexpressions from Different Domains,” IEEE Transactions on Cybernetics, 2019. DOI: 10.1109/TCYB.2019.2914512 [PDF]
  5. Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, and Yang Li. “Spatio-Temporal Recurrent Neural Network for Emotion Recognition,” IEEE Transactions on Cybernetics, Vol.49, No.3, pp.839-847, 2019. [PDF]
  6. Yang Li, Wenming Zheng, Lei Wang, Yuan Zong, and Zhen Cui. “From Regional Brain to Global Brain: A Novel Hierarchically Spatial-Temporal Neural Network Model for EEG Emotion Recognition,” IEEE Transactions on Affective Computing, 2019. 10.1109/TAFFC.2019.2922912 [PDF]
  7. Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, Chaolong Li, Xiaoyan Zhou, and Jian Yang. “Deep Manifold-to-Manifold Transforming Network for Skeleton-based Action Recognition,” IEEE Transactions on Multimedia, 2019.
  8. Sunan Li, Wenming Zheng, Yuan Zong, Cheng Lu, Chuangao Tang, Xingxun Jiang, Jiateng Liu, and Wanchuang Xia, “Bi-modality Fusion for Emotion Recognition in the Wild,” in ACM ICMI, 2019. [PDF][EmotiW2019 Winner Position]
  9. Yuan Zong, Wenming Zheng, Xiaohua Huang, Jingang Shi, Zhen Cui, and Guoying Zhao. “Domain Regeneration for Cross-Database Micro-Expression Recognition, ” IEEE Transactions on Image Processing, Vol. 27, No. 5, pp. 2484 – 2498, 2018. [PDF] [Project] [Code]
  10. Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning from Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition,” IEEE Transactions on Multimedia, Vol. 20, No. 11, pp. 3160 – 31722018. [PDF] [Code]
  11. Wenming Zheng, Yuan Zong, Xiaoyan Zhou and Minghai Xin. “Cross-Domain Color Facial Expression Recognition Using Transductive Transfer Subspace Learning,” IEEE Transactions on Affective Computing, Vol. 9, No. 1, pp. 21 – 37, 2018. [PDF] [Code]
  12. Jingang Shi, Xin Liu, Yuan Zong, Chun Qi, and Guoying Zhao. “Hallucinating Face Image by Regularizatin Models in High-Resolution Feature Space,” IEEE Transactions on Image Processing, Vol. 27, No. 6, pp. 2980 – 2995, 2018. [PDF]
  13. Yang Li, Wenming Zheng, Yuan Zong, Zhen Cui, Tong Zhang, and Xiaoyan Zhou. “A Bi-hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition,” IEEE Transactions on Affective Computing, 2018. DOI: 10.1109/TAFFC.2018.2885474 [PDF]
  14. Cheng Lu, Wenming Zheng, Chaolong Li, Chuangao Tang, Siyuan Liu, Simeng Yan, and Yuan Zong. “Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild,” in ACM ICMI, 2018. [PDF][EmotiW2018 First Runner-up Position]
  15. Yang Li, Wenming Zheng, Zhen Cui, Tong Zhang, and Yuan Zong. “A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition,” in IJCAI, 2018. [PDF]
  16. Yuan Zong, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition,” in ACM Multimedia, 2017. [PDF] [Project] [Code]
  17. Tong Zhang, Wenming Zheng, Zhen Cui, Yuan Zong, Jingwei Yan, and Keyu Yan. “A Deep Neural Network-Driven Feature Learning Method for Multi-View Facial Expression Recognition,” IEEE Transactions on Multimedia, Vol. 18, No. 12, pp. 2528 – 2536, 2016. [PDF]
  18. Jingwei Yan, Wenming Zheng, Zhen Cui, Chuangao Tang, Tong Zhang, Yuan Zong, and Ning Sun. “Multi-clue Fusion for Emotion Recognition in the Wild,” in ACM ICMI, 2016. [PDF][EmotiW2016 Second Runner-up Position]

Awards & Honors



Correspondence



Email: xhzongyuan[AT]seu[DOT]edu[DOT]cn, or xhzongyuan[AT]163[DOT]com
Office: Room 103(South), Liwenzheng Building, Sipailou Campus of Southeast University, No. 2 Sipailou, Nanjing, P.R. China.

 
 
Last Modified: 2020-04-25

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