| 2017 | ICONIP | A Portable System of Visual Fatigue Evaluation for Stereoscopic Display. | Yue Bai, Jun-Dong Cho, Ghulam Hussain, Songyun Xie |
| 2017 | ICONIP | The Analysis and Classify of Sleep Stage Using Deep Learning Network from Single-Channel EEG Signal. | Songyun Xie, Yabing Li, Xinzhou Xie, Wei Wang, Xu Duan |
| 2014 | IJCNN | Single channel single trial P300 detection using extreme learning machine: Compared with BPNN and SVM. | Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang, Chang Liu |
| 2013 | IJCNN | A spatial selective visual attention pattern recognition method based on joint short SSVEP. | Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang |
| 2012 | IJCNN | Various artifacts reduction algorithms for EEG recorded in continuous fMRI scan environment. | Fangshi Zhu, Songyun Xie, Jiadong Xu, Huabing He |
| 2011 | ISNN | The Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation. | Li Cui, Songyun Xie |
| 2011 | ISNN | Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction. | Zheng Dang, Songyun Xie, Ge Wang, Fahad Raza |
| 2011 | ISNN | Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm. | Feng Ji, Xinbo Gao, Zheng Dang, Songyun Xie |
| 2009 | IJCNN | Brain fMRI processing and classification based on combination of PCA and SVM. | Songyun Xie, Rong Guo, Ningfei Li, Ge Wang, Haitao Zhao |