Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features. - Ashley Suh 001; Mustafa Hajij; Bei Wang 001; Carlos Scheidegger; Paul Rosen 001 (CoRR, 2017)

TopoLines: Topological Smoothing for Line Charts. - Paul Rosen 001; Ashley Suh 001; Christopher Salgado; Mustafa Hajij (EuroVis (Short Papers), 2020)

Persistent Homology Guided Force-Directed Graph Layouts. - Ashley Suh 001; Mustafa Hajij; Bei Wang 001; Carlos Scheidegger; Paul Rosen 001 (IEEE Trans. Vis. Comput. Graph., 2020)

Communicating Performance of Regression Models Using Visualization in Pharmacovigilance. - Ashley Suh 001; Gabriel Appleby; Erik W. Anderson; Luca A. Finelli; Dylan Cashman (VAHC, 2021)

Inferential Tasks as an Evaluation Technique for Visualization. - Ashley Suh 001; Abigail Mosca; Shannon Robinson; Quinn Pham; Dylan Cashman; Alvitta Ottley; Remco Chang (EuroVis (Short Papers), 2022)

A Grammar for Hypothesis-Driven Visual Analysis. - Ashley Suh 001; Yilan Jiang; Abigail Mosca; Eugene Wu 002; Remco Chang (CoRR, 2022)

Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts. - Ashley Suh 001; Gabriel Appleby; Erik W. Anderson; Luca A. Finelli; Remco Chang; Dylan Cashman (CoRR, 2022)

Analysis Without Data: Teaching Students to Tackle the VAST Challenge. - Edward W. He; Daniel Tolessa; Ashley Suh 001; Remco Chang (CoRR, 2022)

Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots. - Daniel Braun 010; Ashley Suh 001; Remco Chang; Michael Gleicher; Tatiana von Landesberger (IEEE VIS (Short Papers), 2023)

Characterizing the Users, Challenges, and Visualization Needs of Knowledge Graphs in Practice. - Harry X. Li; Gabriel Appleby; Camelia Daniela Brumar; Remco Chang; Ashley Suh 001 (CoRR, 2023)

UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. - Mateus Espadoto; Gabriel Appleby; Ashley Suh 001; Dylan Cashman; Mingwei Li; Carlos Scheidegger; Erik W. Anderson; Remco Chang; Alexandru C. Telea (IEEE Trans. Vis. Comput. Graph., 2023)

STL: Still Tricky Logic (for System Validation, Even When Showing Your Work). - Isabelle Hurley; Rohan Paleja; Ashley Suh 001; Jaime Daniel Peña; Ho Chit Siu (NeurIPS, 2024)

LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering. - Harry Li; Gabriel Appleby; Ashley Suh 001 (IEEE VIS, 2024)

A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs. - Harry X. Li; Gabriel Appleby; Ashley Suh 001 (CoRR, 2024)

LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering. - Harry X. Li; Gabriel Appleby; Ashley Suh 001 (CoRR, 2024)

More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool. - Ashley Suh 001; Harry Li; Caitlin Kenney; Kenneth Alperin; Steven R. Gomez (CoRR, 2024)

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities. - Harry X. Li; Gabriel Appleby; Camelia Daniela Brumar; Remco Chang; Ashley Suh 001 (IEEE Trans. Vis. Comput. Graph., 2024)

Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts. - Ashley Suh 001; Gabriel Appleby; Erik W. Anderson; Luca A. Finelli; Remco Chang; Dylan Cashman (IEEE Trans. Vis. Comput. Graph., 2024)

Preliminary Guidelines for Combining Data Integration and Visual Data Analysis. - Adam Coscia; Ashley Suh 001; Remco Chang; Alex Endert (IEEE Trans. Vis. Comput. Graph., 2024)

Fewer Than 1% of Explainable AI Papers Validate Explainability with Humans. - Ashley Suh 001; Isabelle Hurley; Nora Smith; Ho Chit Siu (CHI Extended Abstracts, 2025)

Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study. - Harry Li; Gabriel Appleby; Kenneth Alperin; Steven R. Gomez; Ashley Suh 001 (CoRR, 2025)

Don't Just Translate, Agitate: Using Large Language Models as Devil's Advocates for AI Explanations. - Ashley Suh 001; Kenneth Alperin; Harry Li; Steven R. Gomez (CoRR, 2025)

The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows. - Harry Li; Gabriel Appleby; Kenneth Alperin; Steven R. Gomez; Ashley Suh 001 (CoRR, 2025)