Ashley Suh

31 papers A* 1A 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Effects of Belief Elicitation in Visual Data Analysis: A Longitudinal Classroom Study.
IEEE Trans. Vis. Comput. Graph.
Edward W. He, Vanessa Bellotti, Alexandra Scott, Jiaohao Xu, Ashley Suh, Jen Rogers, Remco Chang
2025 J jnl
Don't Just Translate, Agitate: Using Large Language Models as Devil's Advocates for AI Explanations.
CoRR
Ashley Suh, Kenneth Alperin, Harry Li, Steven R. Gomez
2025 — conf
Fewer Than 1% of Explainable AI Papers Validate Explainability with Humans.
CHI Extended Abstracts
Ashley Suh, Isabelle Hurley, Nora Smith, Ho Chit Siu
2025 J jnl
Fewer Than 1% of Explainable AI Papers Validate Explainability with Humans.
CoRR
Ashley Suh, Isabelle Hurley, Nora Smith, Ho Chit Siu
2025 J jnl
Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study.
CoRR
Harry Li, Gabriel Appleby, Kenneth Alperin, Steven R. Gomez, Ashley Suh
2025 J jnl
The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows.
CoRR
Harry Li, Gabriel Appleby, Kenneth Alperin, Steven R. Gomez, Ashley Suh
2024 J jnl
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs.
CoRR
Harry X. Li, Gabriel Appleby, Ashley Suh
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 J jnl
Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities.
IEEE Trans. Vis. Comput. Graph.
Harry X. Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh
2024 A conf
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering.
IEEE VIS
Harry Li, Gabriel Appleby, Ashley Suh
2024 J jnl
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering.
CoRR
Harry X. Li, Gabriel Appleby, Ashley Suh
2024 J jnl
More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool.
CoRR
Ashley Suh, Harry Li, Caitlin Kenney, Kenneth Alperin, Steven R. Gomez
2024 J jnl
Preliminary Guidelines For Combining Data Integration and Visual Data Analysis.
CoRR
Adam Coscia, Ashley Suh, Remco Chang, Alex Endert
2024 J jnl
Preliminary Guidelines for Combining Data Integration and Visual Data Analysis.
IEEE Trans. Vis. Comput. Graph.
Adam Coscia, Ashley Suh, Remco Chang, Alex Endert
2024 A* conf
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work).
NeurIPS
Isabelle Hurley, Rohan Paleja, Ashley Suh, Jaime Daniel Peña, Ho Chit Siu
2024 J jnl
STL: Still Tricky Logic (for System Validation, Even When Showing Your Work).
CoRR
Isabelle Hurley, Rohan Paleja, Ashley Suh, Jaime Daniel Peña, Ho Chit Siu
2023 J jnl
Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice.
CoRR
Harry X. Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh
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
2023 — conf
Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots.
IEEE VIS (Short Papers)
Daniel Braun, Ashley Suh, Remco Chang, Michael Gleicher, Tatiana von Landesberger
2023 J jnl
Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots.
CoRR
Daniel Braun, Ashley Suh, Remco Chang, Michael Gleicher, Tatiana von Landesberger
2022 J jnl
A Grammar for Hypothesis-Driven Visual Analysis.
CoRR
Ashley Suh, Yilan Jiang, Abigail Mosca, Eugene Wu, Remco Chang
2022 J jnl
Analysis Without Data: Teaching Students to Tackle the VAST Challenge.
CoRR
Edward W. He, Daniel Tolessa, Ashley Suh, Remco Chang
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 — conf
Communicating Performance of Regression Models Using Visualization in Pharmacovigilance.
VAHC
Ashley Suh, Gabriel Appleby, Erik W. Anderson, Luca A. Finelli, Dylan Cashman
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
Persistent Homology Guided Force-Directed Graph Layouts.
IEEE Trans. Vis. Comput. Graph.
Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
2020 — conf
TopoLines: Topological Smoothing for Line Charts.
EuroVis (Short Papers)
Paul Rosen, Ashley Suh, Christopher Salgado, Mustafa Hajij
2019 J jnl
TopoLines: Topological Smoothing for Line Charts.
CoRR
Ashley Suh, Christopher Salgado, Mustafa Hajij, Paul Rosen
2017 J jnl
Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features.
CoRR
Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen