| 2012 | ICASSP | Adapted statistical compressive sensing: Learning to sense gaussian mixture models. | Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro |
| 2011 | ICASSP | Efficient matrix completion with Gaussian models. | Flavien Lger, Guoshen Yu, Guillermo Sapiro |
| 2011 | ICASSP | Statistical compressive sensing of Gaussian mixture models. | Guoshen Yu, Guillermo Sapiro |
| 2010 | ICIP | Image modeling and enhancement via structured sparse model selection. | Guoshen Yu, Guillermo Sapiro, Stphane Mallat |
| 2009 | ICASSP | A fully affine invariant image comparison method. | Guoshen Yu, Jean-Michel Morel |
| 2009 | ICASSP | Visual grouping by neural oscillators. | Guoshen Yu, Jean-Jacques E. Slotine |
| 2009 | ICASSP | Audio classification from time-frequency texture. | Guoshen Yu, Jean-Jacques E. Slotine |
| 2009 | ICIP | Structured pursuits for geometric super-resolution. | Stphane Mallat, Guoshen Yu |
| 2008 | ICPR | FastWavelet-Based Visual Classification. | Guoshen Yu, Jean-Jacques E. Slotine |
| 2007 | ICASSP | Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation. | Guoshen Yu, Emmanuel Bacry, Stphane Mallat |