| 2019 | ISIT | Monotonicity of Entropy in Positively Correlated Ising Trees. | Matthew G. Reyes, David L. Neuhoff |
| 2018 | ITA | Minimum Conditional Description Length in Spatially Invariant Gibbs Fields. | Matthew G. Reyes, David L. Neuhoff |
| 2017 | ISIT | Row-centric lossless compression of Markov images. | Matthew G. Reyes, David L. Neuhoff |
| 2017 | ITA | Local Conditioning on undirected graphs. | Matthew G. Reyes, David L. Neuhoff |
| 2016 | ISIT | Cutset width and spacing for Reduced Cutset Coding of Markov random fields. | Matthew G. Reyes, David L. Neuhoff |
| 2016 | ITA | Minimum conditional description length estimation for Markov random fields. | Matthew G. Reyes, David L. Neuhoff |
| 2015 | ITA | A marketing game: Consumer choice and the Ising model. | Matthew G. Reyes |
| 2013 | ITA | Covariance and entropy in Markov random fields. | Matthew G. Reyes |
| 2010 | DCC | Lossless Reduced Cutset Coding of Markov Random Fields. | Matthew G. Reyes, David L. Neuhoff |
| 2009 | ISIT | Entropy bounds for a Markov random subfield. | Matthew G. Reyes, David L. Neuhoff |
| 2009 | ISIT | Arithmetic encoding of Markov random fields. | Matthew G. Reyes, David L. Neuhoff |
| 2008 | ICIP | Structural texture similarity metrics for retrieval applications. | Xiaonan Zhao, Matthew G. Reyes, Thrasyvoulos N. Pappas, David L. Neuhoff |
| 2007 | ICIP | Lossy Compression of Bilevel Images Based on Markov Random Fields. | Matthew G. Reyes, Xiaonan Zhao, David L. Neuhoff, Thrasyvoulos N. Pappas |