Gabriel Appleby

24 papers A* 1A 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Typology of Decision-Making Tasks for Visualization.
IEEE Trans. Vis. Comput. Graph.
Camelia D. Brumar, Sam Molnar, Gabriel Appleby, Kristi Potter, Remco Chang
2025 J jnl
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic.
IEEE Trans. Vis. Comput. Graph.
Brian Montambault, Gabriel Appleby, Jen Rogers, Camelia D. Brumar, Mingwei Li, Remco Chang
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
A Typology of Decision-Making Tasks for Visualization.
CoRR
Camelia D. Brumar, Sam Molnar, Gabriel Appleby, Kristi Potter, Remco Chang
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
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper.
Proc. ACM Hum. Comput. Interact.
Samuel Goree, Gabriel Appleby, David Crandall, Norman Makoto Su
2024 J jnl
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic.
CoRR
Brian Montambault, Gabriel Appleby, Jen Rogers, Camelia D. Brumar, Mingwei Li, Remco Chang
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
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
Kriging Convolutional Networks.
CoRR
Gabriel Appleby, Linfeng Liu, Li-Ping Liu
2023 J jnl
RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations.
CoRR
Camelia D. Brumar, Gabriel Appleby, Jen Rogers, Teddy Matinde, Lara Thompson, Remco Chang, Anamaria Crisan
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 J jnl
Attention is All They Need: Exploring the Media Archaeology of the Computer Vision Research Paper.
CoRR
Samuel Goree, Gabriel Appleby, David J. Crandall, Norman Makoto Su
2022 J jnl
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters.
Comput. Graph. Forum
Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, 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
Efficient Discovery of Visible Light-Activated Azoarene Photoswitches with Long Half-Lives Using Active Search.
J. Chem. Inf. Model.
Fatemah Mukadum, Quan Nguyen, Daniel M. Adrion, Gabriel Appleby, Rui Chen, Haley Dang, Remco Chang, Roman Garnett, Steven A. Lopez
2021 J jnl
HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters.
CoRR
Gabriel Appleby, Mateus Espadoto, Rui Chen, Samuel Goree, Alexandru C. Telea, Erik W. Anderson, Remco Chang
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 A* conf
Kriging Convolutional Networks.
AAAI
Gabriel Appleby, Linfeng Liu, Liping Liu