| 2021 | EACL | Evaluating Neural Model Robustness for Machine Comprehension. | Winston Wu, Dustin Arendt, Svitlana Volkova |
| 2021 | EMNLP | Improving Synonym Recommendation Using Sentence Context. | Maria Glenski, William Sealy, Kate Miller, Dustin Arendt |
| 2020 | WAW | Hypergraph Analytics of Domain Name System Relationships. | Cliff A. Joslyn, Sinan G. Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski |
| 2019 | CIKM | Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior. | Prasha Shrestha, Suraj Maharjan, Dustin Arendt, Svitlana Volkova |
| 2019 | IUI | Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation. | Dustin Arendt, Emily Saldanha, Ryan Wesslen, Svitlana Volkova, Wenwen Dou |
| 2018 | AAAI | Interactive Machine Learning at Scale With CHISSL. | Dustin Arendt, Emily Grace, Svitlana Volkova |
| 2018 | ICWSM | Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics. | Alireza Karduni, Ryan Wesslen, Sashank Santhanam, Isaac Cho, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou |
| 2017 | ACL | ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media. | Dustin Arendt, Svitlana Volkova |
| 2017 | HCI | CHISSL: A Human-Machine Collaboration Space for Unsupervised Learning. | Dustin Arendt, Caner Komurlu, Leslie M. Blaha |
| 2017 | ICWSM | Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network. | Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova |
| 2016 | VizSec | CyberPetri at CDX 2016: Real-time network situation awareness. | Dustin Arendt, Daniel M. Best, Russ Burtner, Celeste Lyn Paul |