Publications

2026

TVCG 2026 Full Paper

Exploring the Use and Evaluation of Glyphs in Visual Analytics Applications

Shiyi Liu, Jiayi Hong, and Ross Maciejewski

IEEE Transactions on Visualization and Computer Graphics, 2026, early access.

DOI 10.1109/TVCG.2026.3734118

CG&A 2026 Full Paper

FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations

Fan Lei, David A. Sampson, Jiayi Hong, Yuxin Ma, Giuseppe Mascaro, Dave White, Rimjhim Agarwal, and Ross Maciejewski

IEEE Computer Graphics and Applications, 46(4):27-40, July-Aug 2026.

DOI 10.1109/MCG.2025.3581004 arXiv

2025

TVCG 2025 Full Paper

Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation

Jiayi Hong, Christian Seto, Arlen Fan, and Ross Maciejewski

IEEE Transactions on Visualization and Computer Graphics, 31(10):7004-7018, Oct 2025.

DOI 10.1109/TVCG.2025.3536358 Code arXiv OSF

VIS'25 Workshop Workshop Paper

Early Exploration into AI-Assisted Visual Analytics for Dynamic Videos

Qi Guo, Junyi Li, Jiayi Hong, and Lijie Yao

In IEEE VIS Workshop on GenAI, Agents, and the Future of VIS, Vienna, Austria, November 2025.

OSF

2024

TVCG 2024 Full Paper

Visualizing and Comparing Machine Learning Predictions to Improve Human-AI Teaming on the Example of Cell Lineage

Jiayi Hong, Ross Maciejewski, Alain Trubuil, and Tobias Isenberg

IEEE Transactions on Visualization and Computer Graphics, 30(4):1956–1969, April 2024.

DOI 10.1109/TVCG.2023.3302308 PDF Video Code HAL OSF Preregistration Replicability Stamp

PacificVis'24 / TVCG 2024 Full Paper

A Survey of Designs for Combined 2D+3D Visual Representations

Jiayi Hong, Rostyslav Hnatyshyn, Ebrar A. D. Santos, Ross Maciejewski, and Tobias Isenberg

IEEE Transactions on Visualization and Computer Graphics, 30(6):2888–2902, June 2024.

DOI 10.1109/TVCG.2024.3388516 Website Video Code arXiv HAL OSF Replicability Stamp

CHI 2024 Full Paper

Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification

Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, and Carlo C. Maley

Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), 727:1–11, May 2024.

DOI 10.1145/3613904.3642153 Website Video Talk Press Code arXiv

TVCG 2024 Full Paper

A Simulation-based Approach for Quantifying the Impact of Interactive Label Correction for Machine Learning

Yixuan Wang, Jieqiong Zhao, Jiayi Hong, Ronald Askin, and Ross Maciejewski

IEEE Transactions on Visualization and Computer Graphics, 2024, to appear.

DOI 10.1109/TVCG.2024.3468352 Code

SSSJ 2024 Full Paper

Carbon Emission in Football Games: Footprint Impact of Power Five Conference Realignment

Jiayi Hong, Sia Sheguri, Ronald Askin, and Ross Maciejewski

Sustainability and Sports Science Journal, 2(2):98–106, March 2024.

DOI 10.61486/KDVT9069

2023

IJHCS 2023 Full Paper

Interacting with actuated walls: Exploring applications and input types

Jiayi Hong, Xiyao Wang, Aluna Everitt, and Anne Roudaut

International Journal of Human-Computer Studies, 172:102986, April 2023.

DOI 10.1016/j.ijhcs.2022.102986 HAL

2022

EuroVis'22 / CGF 2022 Full Paper

LineageD: An Interactive Visual System for Plant Cell Lineage Assignments based on Correctable Machine Learning

Jiayi Hong, Alain Trubuil, and Tobias Isenberg

Computer Graphics Forum, 41(3):195–207, June 2022.

DOI 10.1111/cgf.14533 PDF Video Code HAL OSF Replicability Stamp

VIS'22 Poster

A Design Space for Linked 2D and 3D Visual Representations

Ebrar A. D. Santos, Jiayi Hong, and Tobias Isenberg

In Posters at the IEEE Conference on Visualization (IEEE VIS, October 16–21, Oklahoma City, USA), 2022. Extended abstract and poster.

PDF Poster HAL

2021

GI'21 Full Paper

Design and Evaluation of Three Selection Techniques for Tightly Packed 3D Objects in Cell Lineage Specification in Botany

Jiayi Hong, Ferran Argelaguet, Alain Trubuil, and Tobias Isenberg

In Proceedings of Graphics Interface (GI, May 27–28, virtually in Vancouver, BC, Canada), pages 213–223, Canadian Human-Computer Communications Society, Mississauga, ON, Canada, 2021.

DOI 10.20380/GI2021.33 PDF Video Talk HAL OSF Preregistration

2020

VIS'20 Poster

An Interactive System for Analyzing Plant Embryo Cell Division

Jiayi Hong, Ferran Argelaguet, Alain Trubuil, and Tobias Isenberg

In Posters at the IEEE Conference on Visualization (IEEE VIS, October 25–30, (virtually in) Salt Lake City, Utah), 2020. Extended abstract and poster.

PDF Poster Video HAL