Publications

• Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji. Deep Feature Learning using Target Priors with Applications in ECoG Signal Decoding for BCI. International Joint Conferences on Artificial Intelligence (IJCAI) 2013 [PDF], Oral Presentation.

 

• Yue Wu, Zuoguan Wang, Qiang Ji. Facial Feature Tracking under Varying Facial Expressions and Face Poses based on Restricted Boltzmann Machine. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013 [PDF].

 

• Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji. Learning with Target Prior. Annual Conference on Neural Information Processing Systems (NIPS) 2012.

 

• Zuoguan Wang, Aysegul Gunduz, Peter Brunner, Anthony L.Ritaccio, Qiang Ji, Gerwin Schalk. Decoding Onset and Direction of Movements Using Electrocorticographic (ECoG) Signals in Humans. Frontiers in Neuroscience, 2012.

 

• Zuoguan Wang, Gerwin Schalk, Qiang Ji. Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals. Annual Conference on Neural Information Processing Systems (NIPS) 2011. Spotlight presentation- top 5%.

 

• Zuoguan Wang, Qiang Ji, Kai J Miller, Gerwin Schalk. Prior Knowledge Improves Decoding of Finger Flexion from Electrocorticographic (ECoG) Signals. Frontiers in Neuroscience, 2011.

 

• Zuoguan Wang, Qiang Ji, Kai J. Miller, Gerwin Schalk. Decoding Finger Flexion from Electrocorticographic Signals Using a Sparse Gaussian Process. 20th International Conference on Pattern Recognition, 2010.

 

• Ziheng Wang, Ryan Hope, Zuoguan Wang, Qiang Ji, and Wayne Gray. Cross-Subject Workload Classification with a Hierarchical Bayes Model. NeuroImage, 2011.

 

• Ryan M. Hope, Ziheng Wang, Zuoguan Wang, Qiang Ji and Wayne D. Gray. Workload Classification Across Subjects Using EEG. Proceedings of the Human Factors and Ergonomics Society Annual meeting, 2011.

 

• Ziheng Wang, Ryan M. Hope, Zuoguan Wang, Qiang Ji and Wayne D. Gray. An EEG Workload Classifier for Multiple Subjects. IEEE Annual International Conference on Engineering in Medicine and Biology (EMBC), 2011.

 

• Zuoguan Wang, Yutian Fu. Frequency-domain Regularized Deconvolution for Images with Stripe Noise. Fourth International Conference on Image and Graphics, 2007.

 

• Zuoguan Wang, Wujun Xu, Yutian Fu. Deconvolution of Images with Periodic Striping Noise. International Symposium on Photoelectronic Detection and Imaging Technology, 2007.