Dylan Cashman

30 papers A 1B 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
"They Aren't Built for Me": An Exploratory Study of Strategies for Measurement of Graphical Primitives in Tactile Graphics.
IEEE Trans. Vis. Comput. Graph.
Areen Khalaila, Lane Harrison, Nam Wook Kim, Dylan Cashman
2025 J jnl
"They Aren't Built For Me": An Exploratory Study of Strategies for Measurement of Graphical Primitives in Tactile Graphics.
CoRR
Areen Khalaila, Lane Harrison, Nam Wook Kim, Dylan Cashman
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
CoRR
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
IEEE Trans. Vis. Comput. Graph.
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 A conf
Speculating a Tactile Grammar: Toward Task-Aligned Chart Design for Non-Visual Perception.
ASSETS
Areen Khalaila, Dylan Cashman
2025 J jnl
Speculating a Tactile Grammar: Toward Task-Aligned Chart Design for Non-Visual Perception.
CoRR
Areen Khalaila, Dylan Cashman
2024 J jnl
"They Aren't Built For Me": A Replication Study of Visual Graphical Perception with Tactile Representations of Data for Visually Impaired Users.
CoRR
Areen Khalaila, Lane Harrison, Nam Wook Kim, Dylan Cashman
2024 J jnl
Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts.
IEEE Trans. Vis. Comput. Graph.
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Remco Chang, Dylan Cashman
2024 — conf
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction.
EMNLP (Findings)
Sonny George, Chris Sypherd, Dylan Cashman
2024 J jnl
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction.
CoRR
Sonny George, Chris Sypherd, Dylan Cashman
2023 J jnl
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph.
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
2022 — conf
Inferential Tasks as an Evaluation Technique for Visualization.
EuroVis (Short Papers)
Ashley Suh, Abigail Mosca, Shannon Robinson, Quinn Pham, Dylan Cashman, Alvitta Ottley, Remco Chang
2022 J jnl
Inferential Tasks as an Evaluation Technique for Visualization.
CoRR
Ashley Suh, Abigail Mosca, Shannon Robinson, Quinn Pham, Dylan Cashman, Alvitta Ottley, Remco Chang
2022 J jnl
Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts.
CoRR
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Remco Chang, Dylan Cashman
2021 J jnl
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs.
IEEE Trans. Vis. Comput. Graph.
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang
2021 — conf
Communicating Performance of Regression Models Using Visualization in Pharmacovigilance.
VAHC
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Dylan Cashman
2021 — conf
NeuralCubes: Deep Representations for Visual Data Exploration.
IEEE BigData
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
2021 J jnl
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
CoRR
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
2020 J jnl
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures.
IEEE Trans. Vis. Comput. Graph.
Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
2020 J jnl
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs.
CoRR
Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, Remco Chang
2020 B conf
Gaggle: Visual Analytics for Model Space Navigation.
Graphics Interface
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
2019 J jnl
A User-based Visual Analytics Workflow for Exploratory Model Analysis.
Comput. Graph. Forum
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John T. Stasko, Alex Endert, Michael Gleicher, Remco Chang
2019 J jnl
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures.
CoRR
Dylan Cashman, Adam Perer, Remco Chang, Hendrik Strobelt
2019 J jnl
BEAMES: Interactive Multimodel Steering, Selection, and Inspection for Regression Tasks.
IEEE Computer Graphics and Applications
Subhajit Das, Dylan Cashman, Remco Chang, Alex Endert
2019 — conf
Defining an Analysis: A Study of Client-Facing Data Scientists.
EuroVis (Short Papers)
Abigail Mosca, Shannon Robinson, Meredith Clarke, Rebecca Redelmeier, Sebastian Coates, Dylan Cashman, Remco Chang
2019 J jnl
RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks.
CoRR
Dylan Cashman, Genevieve Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang
2018 J jnl
NNCubes: Learned Structures for Visual Data Exploration.
CoRR
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
2018 J jnl
RNNbow: Visualizing Learning Via Backpropagation Gradients in RNNs.
IEEE Computer Graphics and Applications
Dylan Cashman, Genevieve Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang
2018 J jnl
Visual Analytics for Automated Model Discovery.
CoRR
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John T. Stasko, Alex Endert, Michael Gleicher, Remco Chang
2017 — conf
Efficient Bayesian Detection of Disease Onset in Truncated Medical Data.
ICHI
Bob Price, Lottie Price, Dylan Cashman, Marzieh Nabi