| 2011 | KDD | A time-dependent topic model for multiple text streams. | Liangjie Hong, Byron Dom, Siva Gurumurthy, Kostas Tsioutsiouliklis |
| 2011 | WSDM | Scalable clustering of news search results. | Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng |
| 2009 | WWW | Threshold selection for web-page classification with highly skewed class distribution. | Xiaofeng He, Lei Duan, Yiping Zhou, Byron Dom |
| 2008 | SDM | A Bayesian Technique for Estimating the Credibility of question Answerers. | Byron Dom, Deepa Paranjpe |
| 2006 | KDD | Linear prediction models with graph regularization for web-page categorization. | Tong Zhang, Alexandrin Popescul, Byron Dom |
| 2005 | CIKM | A structure-sensitive framework for text categorization. | Ganesh Ramakrishnan, Deepa Paranjpe, Byron Dom |
| 2005 | WWW | How search engines shape the web. | Byron Dom, Krishna Bharat, Andrei Z. Broder, Marc Najork, Jan O. Pedersen, Yoshinobu Tonomura |
| 2004 | KDD | Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. | Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh |
| 2003 | CIKM | Expertise identification using email communications. | Christopher S. Campbell, Paul P. Maglio, Alex Cozzi, Byron Dom |
| 2002 | UAI | An Information-Theoretic External Cluster-Validity Measure. | Byron Dom |
| 2001 | WWW | Who is SMILing on the Web? | Gal Ashour, Byron Dom, John Golden, Jan Pieper, Savitha Srinivasan, Dick C. A. Bulterman |
| 2000 | ICML | Hierarchical Unsupervised Learning. | Shivakumar Vaithyanathan, Byron Dom |
| 2000 | ICPR | Pattern Recognition Meets the World Wide Web. | Byron Dom |
| 2000 | ICPR | Scaling-Up Support Vector Machines Using Boosting Algorithm. | Dmitry Pavlov, Jianchang Mao, Byron Dom |
| 2000 | PRICAI | Hierarchical Bayes for Text Classification. | Shivakumar Vaithyanathan, Jianchang Mao, Byron Dom |
| 2000 | UAI | Model-Based Hierarchical Clustering. | Shivakumar Vaithyanathan, Byron Dom |
| 1999 | ICML | Model Selection in Unsupervised Learning with Applications To Document Clustering. | Shivakumar Vaithyanathan, Byron Dom |
| 1999 | VLDB | Distributed Hypertext Resource Discovery Through Examples. | Soumen Chakrabarti, Martin van den Berg, Byron Dom |
| 1998 | SIGMOD | Enhanced Hypertext Categorization Using Hyperlinks. | Soumen Chakrabarti, Byron Dom, Piotr Indyk |
| 1998 | VLDB | Mining Surprising Patterns Using Temporal Description Length. | Soumen Chakrabarti, Sunita Sarawagi, Byron Dom |
| 1997 | CVPR | MDL estimation for small sample sizes and its application to segmenting binary strings. | Byron Dom |
| 1997 | VLDB | Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases. | Soumen Chakrabarti, Byron Dom, Rakesh Agrawal, Prabhakar Raghavan |
| 1996 | ICPR | Segmenting and representing background in color images. | Qian Huang, Byron Dom, Nimrod Megiddo, Wayne Niblack |
| 1995 | ICIP | Quantitative methods of evaluating image segmentation. | Qian Huang, Byron Dom |
| 1995 | ICIP | Foreground/background segmentation of color images by integration of multiple cues. | Qian Huang, Byron Dom, David Steele, Jonathan Ashley, Wayne Niblack |
| 1994 | CVPR | A fast algorithm for MDL-based multi-band image segmentation. | Tapas Kanungo, Byron Dom, Wayne Niblack, David Steele |
| 1994 | ICPR | Algorithms for automatic disk head/slider inspection. | Byron Dom, David Steele, Dragutin Petkovic, Lionel Kuhlmann |
| 1992 | CVPR | Detecting parameterized curve segments using MDL and the Hough transform. | Jacob Sheinvald, Byron Dom, Wayne Niblack, Saibal Banerjee |
| 1992 | ICPR | Unsupervised image segmentation using the minimum description length principle. | Jacob Sheinvald, Byron Dom, Wayne Niblack, David Steele |
| 1990 | ICPR | Design and implementation of a low-level image segmentation architecture-LISA. | W. E. Blanz, C. B. Shung, Charles E. Cox, W. Greiner, Byron Dom, Dragutin Petkovic |
| 1990 | ICPR | Pattern classification algorithms for real-time image segmentation. | Glenn Healey, Byron Dom |
| 1990 | ICPR | A modeling approach to feature selection. | Jacob Sheinvald, Byron Dom, Wayne Niblack |
| 1990 | MVA | 2n-Tree Classifiers for Realtime Image Segmentation. | Byron Dom, David Steele |
| 1989 | CVPR | Feature selection with stochastic complexity. | Byron Dom, Wayne Niblack, Jacob Sheinvald |