| 2021 | AIED | A Relationship Selection Task (short paper). | Andrew E. Waters, Vinay K. Chaudhri, Debshila Basu Mallick, Richard G. Baraniuk |
| 2020 | AIED | Inferring Student Comprehension from Highlighting Patterns in Digital Textbooks: An Exploration in an Authentic Learning Platform. | David Y. J. Kim, Adam Winchell, Andrew E. Waters, Phillip Grimaldi, Richard G. Baraniuk, Michael Mozer |
| 2020 | COLING | Attention Word Embedding. | Shashank Sonkar, Andrew E. Waters, Richard G. Baraniuk |
| 2020 | EDM | qDKT: Question-centric Deep Knowledge Tracing. | Shashank Sonkar, Andrew S. Lan, Andrew E. Waters, Phillip Grimaldi, Richard G. Baraniuk |
| 2019 | EDM | A Meta-Learning Augmented Bidirectional Transformer Model for Automatic Short Answer Grading. | Zichao Wang, Andrew S. Lan, Andrew E. Waters, Phillip Grimaldi, Richard G. Baraniuk |
| 2019 | LAK | Comparison of Ranking and Rating Scales in Online Peer Assessment: Simulation Approach. | Dmytro Babik, Scott Paul Stevens, Andrew E. Waters |
| 2017 | EDM | Data-Mining Textual Responses to Uncover Misconception Patterns. | Joshua J. Michalenko, Andrew S. Lan, Andrew E. Waters, Phillip Grimaldi, Richard G. Baraniuk |
| 2017 | EDM | Short-Answer Responses to STEM Exercises: Measuring Response Validity and Its Impact on Learning. | Andrew E. Waters, Phillip Grimaldi, Andrew S. Lan, Richard G. Baraniuk |
| 2016 | ICIS | Efficacy of Peer Review Network Structures: The Effects of Reciprocity and Clustering. | Scott Paul Stevens, Andrew E. Waters, Dmytro Babik, David Tinapple |
| 2013 | EDM | Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics. | Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk |
| 2013 | EDM | Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data. | Andrew S. Lan, Christoph Studer, Andrew E. Waters, Richard G. Baraniuk |
| 2013 | ICASSP | Sparse probit factor analysis for learning analytics. | Andrew E. Waters, Andrew S. Lan, Christoph Studer |
| 2012 | ICASSP | A bit-constrained sar adc for compressive acquisition of frequency sparse signals. | Andrew E. Waters, Charles K. Sestok, Richard G. Baraniuk |
| 2010 | ICASSP | Distributed bearing estimation via matrix completion. | Andrew E. Waters, Volkan Cevher |