| 2010 | CVPR | Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data. | Amelia G. White, Patricia G. Cipriani, Huey-Ling Kao, Brandon Lees, Davi Geiger, Eduardo D. Sontag, Kristin C. Gunsalus, Fabio Piano |
| 2007 | ACC | Remarks on the stability of spatially distributed systems with a cyclic interconnection structure. | Mihailo R. Jovanovic, Murat Arcak, Eduardo D. Sontag |
| 2007 | ACC | Remarks on Input Classes for Identification of Bilinear Systems. | Eduardo D. Sontag, Yuan Wang, Alexandre Megretski |
| 2007 | ACC | Dynamics and Control of Synthetic Bio-molecular Networks. | Domitilla Del Vecchio, Eduardo D. Sontag |
| 2007 | WABI | A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence. | Rka Albert, Bhaskar DasGupta, Riccardo Dondi, Sema Kachalo, Eduardo D. Sontag, Alexander Zelikovsky, Kelly Westbrooks |
| 1994 | COLT | On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract). | Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag |
| 1993 | COLT | Rate of Approximation Results Motivated by Robust Neural Network Learning. | Christian Darken, Michael Donahue, Leonid Gurvits, Eduardo D. Sontag |
| 1993 | STOC | Finiteness results for sigmoidal "neural" networks. | Angus Macintyre, Eduardo D. Sontag |
| 1992 | COLT | On the Computational Power of Neural Nets. | Hava T. Siegelmann, Eduardo D. Sontag |
| 1991 | FOCS | On the Computational Power of Sigmoid versus Boolean Threshold Circuits | Wolfgang Maass, Georg Schnitger, Eduardo D. Sontag |
| 1986 | ICRA | Time-optimal control of manipulators. | Eduardo D. Sontag, Hctor J. Sussmann |