| 2015 | ISSAC | Error-Correcting Sparse Interpolation in the Chebyshev Basis. | Andrew Arnold, Erich L. Kaltofen |
| 2015 | ISSAC | Output-Sensitive Algorithms for Sumset and Sparse Polynomial Multiplication. | Andrew Arnold, Daniel S. Roche |
| 2014 | ISSAC | Sparse interpolation over finite fields via low-order roots of unity. | Andrew Arnold, Mark Giesbrecht, Daniel S. Roche |
| 2014 | ISSAC | Multivariate sparse interpolation using randomized Kronecker substitutions. | Andrew Arnold, Daniel S. Roche |
| 2013 | CASC | Faster Sparse Interpolation of Straight-Line Programs. | Andrew Arnold, Mark Giesbrecht, Daniel S. Roche |
| 2013 | ISSAC | A new truncated fourier transform algorithm. | Andrew Arnold |
| 2009 | ICWSM | Information Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection. | Andrew Arnold, William W. Cohen |
| 2008 | CIKM | Intra-document structural frequency features for semi-supervised domain adaptation. | Andrew Arnold, William W. Cohen |
| 2008 | ISMB | Structured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature. | Lus Pedro Coelho, Amr Ahmed, Andrew Arnold, Joshua D. Kangas, Abdul-Saboor Sheikh, Eric P. Xing, William W. Cohen, Robert F. Murphy |
| 2008 | SIGIR | Query dependent ranking using K-nearest neighbor. | Xiubo Geng, Tie-Yan Liu, Tao Qin, Andrew Arnold, Hang Li, Heung-Yeung Shum |
| 2007 | KDD | Temporal causal modeling with graphical granger methods. | Andrew Arnold, Yan Liu, Naoki Abe |