Dustin Arendt

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Situation Aware

Social Dynamics

Top Venues

Comput. Math. Organ. Theory

Publications

Grace Guo, Dustin Arendt, Alex Endert
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows. CoRR (2024)
Brittany Davis Pierson, Dustin Arendt, John Miller, Matthew E. Taylor
Comparing explanations in RL. Neural Comput. Appl. 36 (1) (2024)
Brenda Praggastis, Sinan Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
HyperNetX: A Python package for modeling complex network data as hypergraphs. J. Open Source Softw. 9 (96) (2024)
Svitlana Volkova, Dustin Arendt, Emily Saldanha, Maria Glenski, Ellyn Ayton, Joseph Cottam, Sinan Aksoy, Brett Jefferson, Karthnik Shrivaram
Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods. Comput. Math. Organ. Theory 29 (1) (2023)
Brenda Praggastis, Sinan Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun
HyperNetX: A Python package for modeling complex network data as hypergraphs. CoRR (2023)
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
VAINE: Visualization and AI for Natural Experiments. CoRR (2021)
Winston Wu, Dustin Arendt, Svitlana Volkova
Evaluating Neural Model Robustness for Machine Comprehension. EACL (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages. CoRR (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Evaluating Deception Detection Model Robustness To Linguistic Variation. SocialNLP@NAACL (2021)
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
VAINE: Visualization and AI for Natural Experiments. IEEE VIS (Short Papers) (2021)
Maria Glenski, William Sealy, Kate Miller, Dustin Arendt
Improving Synonym Recommendation Using Sentence Context. SustaiNLP@EMNLP (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Evaluating Deception Detection Model Robustness To Linguistic Variation. CoRR (2021)
Dustin Arendt, Zhuanyi Huang, Prasha Shrestha, Ellyn Ayton, Maria Glenski, Svitlana Volkova
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation. CoRR (2020)
Cliff A. Joslyn, Sinan Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski
Hypergraph Analytics of Domain Name System Relationships. WAW (2020)
Brittany Davis, Maria Glenski, William Sealy, Dustin Arendt
Measure Utility, Gain Trust: Practical Advice for XAI Researcher. CoRR (2020)
Winston Wu, Dustin Arendt, Svitlana Volkova
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks. CoRR (2020)
Prasha Shrestha, Suraj Maharjan, Dustin Arendt, Svitlana Volkova
Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior. CIKM (2019)
Dustin Arendt, Emily Saldanha, Ryan Wesslen, Svitlana Volkova, Wenwen Dou
Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation. IUI (2019)
Alireza Karduni, Isaac Cho, Ryan Wesslen, Sashank Santhanam, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
Vulnerable to Misinformation? Verifi! CoRR (2018)
Dustin Arendt, Emily Grace, Svitlana Volkova
Interactive Machine Learning at Scale With CHISSL. AAAI (2018)
Alireza Karduni, Ryan Wesslen, Sashank Santhanam, Isaac Cho, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics. ICWSM (2018)
Dustin Arendt, Meg Pirrung
The "y" of it Matters, Even for Storyline Visualization. VAST (2017)
Dustin Arendt, Caner Komurlu, Leslie M. Blaha
CHISSL: A Human-Machine Collaboration Space for Unsupervised Learning. HCI (14) (2017)
Dustin Arendt, Svitlana Volkova
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media. ACL (System Demonstrations) (2017)
Lawrence Phillips, Kyle Shaffer, Dustin Arendt, Nathan Oken Hodas, Svitlana Volkova
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams. Rep4NLP@ACL (2017)
Lyndsey Franklin, Kyungsik Han, Zhuanyi Huang, Dustin Arendt, Nathan Oken Hodas
Understanding Cognitive Depletion in Novice NMR Analysts. CoRR (2017)
Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network. CoRR (2017)
Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network. ICWSM (2017)
Maria Glenski, Ellyn Ayton, Dustin Arendt, Svitlana Volkova
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models. CoRR (2017)
J. Timothy Balint, Dustin Arendt, Leslie M. Blaha
Storyline visualizations of eye tracking of movie viewing. ETVIS (2016)
Dustin Arendt, Daniel M. Best, Russ Burtner, Celeste Lyn Paul
CyberPetri at CDX 2016: Real-time network situation awareness. VizSEC (2016)
Svitlana Volkova, Ilia Chetviorkin, Dustin Arendt, Benjamin Van Durme
Contrasting Public Opinion Dynamics and Emotional Response During Crisis. SocInfo (1) (2016)
Dustin Arendt, Leslie M. Blaha
Opinions, influence, and zealotry: a computational study on stubbornness. Comput. Math. Organ. Theory 21 (2) (2015)
Leslie M. Blaha, Dustin Arendt, Fairul Mohd-Zaid
More bang for your research buck: toward recommender systems for visual analytics. BELIV (2014)
Dustin Arendt, Yang Cao
Evolutionary motifs for the Automated Discovery of Self-Organizing dimer Automata. Adv. Complex Syst. 15 (8) (2012)
Dustin Arendt, Yang Cao
Effective GPU Acceleration of Large Scale, Asynchronous Simulations on Graphs. Adv. Complex Syst. 15 (8) (2012)