| 2013 | ICASSP | Sparsifying defaults: Optimal bailout policies for financial networks in distress. | Zhang Li, Ilya Pollak |
| 2013 | ITW | Non-parametric prediction of the mid-price dynamics in a limit order book. | Deepan Palguna, Ilya Pollak |
| 2011 | ACSSC | Efficient coders for large tree-structured dictionaries of tilings. | Kai-Lung Hua, Rong Zhang, Mary L. Comer, Ilya Pollak |
| 2011 | ICASSP | Empirical evidence against CAPM: Relating alphas and returns to betas. | Mayur Agrawal, Debabrata Mohapatra, Ilya Pollak |
| 2011 | ICASSP | Comparison of several covariance matrix estimators for portfolio optimization. | Ka Ki Ng, Priyanka Agarwal, Nathan Mullen, Dzung Du, Ilya Pollak |
| 2008 | ICIP | An automated segmentation for nickel-based superalloy. | Hsiao-Chiang Chuang, Landis M. Huffman, Mary L. Comer, Jeff P. Simmons, Ilya Pollak |
| 2007 | ICASSP | A Stochastic Context-Free Grammar Model for Time Series Analysis. | Wiley Wang, Vlad Portnoy, Ilya Pollak |
| 2007 | ICIP | A Document Page Classification Algorithm in Copy Pipeline. | Xiaogang Dong, Peter Majewicz, Gordon McNutt, Charles A. Bouman, Jan P. Allebach, Ilya Pollak |
| 2007 | ICIP | A New Framework for FMRI Data Analysis: Modeling, Image Restoration, and Activation Detection. | Jianing Wei, Ilya Pollak |
| 2006 | CSR | Approximate Methods for Constrained Total Variation Minimization. | Xiaogang Dong, Ilya Pollak |
| 2006 | ICIP | Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation. | Xiaogang Dong, Ilya Pollak |
| 2006 | ICIP | Optimal Image Tilings with Application to Video Compression. | Kai-Lung Hua, Ilya Pollak, Mary L. Comer |
| 2005 | ICASSP | Image Compression with Multitree Tilings. | Yan Huang, Ilya Pollak, Charles A. Bouman |
| 2005 | ICIP | Multiscale texture segmentation with vector-valued nonlinear diffusions on arbitrary graphs. | Xiaogang Dong, Ilya Pollak |
| 2005 | ICIP | Optimal representations in multitree dictionaries with application to compression. | Yan Huang, Ilya Pollak, Minh N. Do, Charles A. Bouman |
| 2004 | ICASSP | New algorithms for best local cosine basis search. | Yan Huang, Ilya Pollak, Charles A. Bouman, Minh N. Do |
| 2003 | ICASSP | Modeling and estimation of spatial random trees with application to image classification. | Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman |
| 2003 | ICIP | Parameter estimation for spatial random trees using the EM algorithm. | Ilya Pollak, Jeffrey Mark Siskind, Mary P. Harper, Charles A. Bouman |
| 2001 | ICIP | ML optimality of PDE-based segmentation algorithms. | Ilya Pollak |
| 1999 | ICASSP | A nonlinear diffusion equation as a fast and optimal solver of edge detection problems. | Ilya Pollak, Alan S. Willsky, Hamid Krim |
| 1998 | ICIP | Segmentation of Dermatoscopic Images by Stabilized Inverse Diffusion Equations. | Jianbo Gao, Jun Zhang, Matthew G. Fleming, Ilya Pollak, Armand B. Cognetta Jr. |
| 1998 | ICIP | Stabilized Inverse Diffusion Equations and Segmentation of Vector-Valued Images. | Ilya Pollak, Hamid Krim, Alan S. Willsky |