| 2020 | CVPR | Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers. | Loc Truong, Chace Jones, Brian Hutchinson, Andrew August, Brenda Praggastis, Robert Jasper, Nicole Nichols, Aaron Tuor |
| 2019 | ICASSP | Deep Learning for Classroom Activity Detection from Audio. | Robin Cosbey, Allison Wusterbarth, Brian Hutchinson |
| 2019 | ICWSM | Explaining Multimodal Deceptive News Prediction Models. | Svitlana Volkova, Ellyn Ayton, Dustin Lockhart Arendt, Zhuanyi Huang, Brian Hutchinson |
| 2018 | AAAI | Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection. | Aaron Randall Tuor, Ryan Baerwolf, Nicolas Knowles, Brian Hutchinson, Nicole Nichols, Robert Jasper |
| 2018 | IJCNN | Deep Learning Approaches to Chemical Property Prediction from Brewing Recipes. | Gracie Ermi, Ellyn Ayton, Nolan Price, Brian Hutchinson |
| 2017 | AAAI | Predicting User Roles from Computer Logs Using Recurrent Neural Networks. | Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson |
| 2017 | AAAI | Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams. | Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson |
| 2017 | IJCNN | Low n-rank tensor log-linear models for classification. | Caleb Nelson, Yulo Leake, Brian Hutchinson |
| 2015 | IJCNN | The Tensor Deep Stacking Network Toolkit. | David Palzer, Brian Hutchinson |
| 2014 | ICASSP | Subword-based modeling for handling OOV words inkeyword spotting. | Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert |
| 2013 | ICASSP | Exceptions in language as learned by the multi-factor sparse plus low-rank language model. | Brian Hutchinson, Mari Ostendorf, Maryam Fazel |
| 2012 | ICASSP | A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition. | Brian Hutchinson, Li Deng, Dong Yu |
| 2012 | Interspeech | Parallel Training for Deep Stacking Networks. | Li Deng, Brian Hutchinson, Dong Yu |
| 2012 | Interspeech | A Sparse Plus Low Rank Maximum Entropy Language Model. | Brian Hutchinson, Mari Ostendorf, Maryam Fazel |
| 2011 | ASRU | Analyzing conversations using rich phrase patterns. | Bin Zhang, Alex Marin, Brian Hutchinson, Mari Ostendorf |
| 2011 | ICASSP | Learning non-parametric models of pronunciation. | Brian Hutchinson, Jasha Droppo |
| 2010 | ICASSP | Unsupervised broadcast conversation speaker role labeling. | Brian Hutchinson, Bin Zhang, Mari Ostendorf |
| 2010 | NAACL | Extracting Phrase Patterns with Minimum Redundancy for Unsupervised Speaker Role Classification. | Bin Zhang, Brian Hutchinson, Wei Wu, Mari Ostendorf |
| 2008 | Interspeech | Non-segmental duration feature extraction for prosodic classification. | Amy Dashiell, Brian Hutchinson, Anna Margolis, Mari Ostendorf |
| 2006 | AAAI | Multiclass Support Vector Machines for Articulatory Feature Classification. | Brian Hutchinson, Jianna Zhang |