Joseph Hart, Bart van Bloemen Waanders, Jixian Li, Timbwaoga A. J. Ouermi, Chris R. Johnson. "Hyper-differential sensitivity analysis with respect to model discrepancy: Prior Distributions." International Journal for Uncertainty Quantification, 2026

Jixian Li, Timbwaoga A. J. Ouermi, MengJiao Han, and Chris R. Johnson. "Uncertainty Tube Visualization of Particle Trajectories." Uncertainty Visualization Workshop, 2025
arxiv

Jixian Li, Timbwaoga A. J. Ouermi, and Chris R. Johnson. "Visualizing Uncertainties in Ensemble Wildfire Forecast Simulations." Uncertainty Visualization Workshop, 2024
10.1109/UncertaintyVisualization63963.2024.00016

Timbwaoga A. J. Ouermi, Jixian Li, Zachary Morrow, Bart van Bloemen Waanders, and Chris R. Johnson. "Glyph-Based Uncertainty Visualization and Analysis of Time-Varying Vector Fields." Uncertainty Visualization Workshop, 2024
10.1109/UncertaintyVisualization63963.2024.00014

Timbwaoga A. J. Ouermi, Jixian Li, Tushar M. Athawale, and Chris R. Johnson. "Estimation and Visualization of Isosurface Uncertainty from Linear and High-Order Interpolation methods." Uncertainty Visualization Workshop, 2024
10.1109/UncertaintyVisualization63963.2024.00012

Mengjiao Han, Tushar M. Athawale, Jixian Li, and Chris R. Johnson. "Accelerated Depth Computation for Surface Boxplots with Deep Learning." Uncertainty Visualization Workshop, 2024
10.1109/UncertaintyVisualization63963.2024.00009

Sangwon Jeong, Jixian Li, Shusen Liu, Chris R. Johnson, and Matthew Berger. "Text-based Transfer Function Design for Semantic Volume Rendering." IEEE VIS, 2024
arxiv 10.1109/VIS55277.2024.00047

MengJiao Han, Jixian Li, Sudhanshu Sane, Shubhan Gupta, Bei Wang, Steve Petruzza, and Chris R. Johnson. "Interactive Visualization of Time-Varying Flow Fields Using Particle Tracing Neural Networks." PacificVis, 2024
arxiv project 10.1109/PacificVis60374.2024.00015

Jixian Li, Danielle Van Boxel, and Joshua A. Levine. "Autoencoder-Aided Visualization of Collections of Morse Complexes." TopoInVis Workshop, 2022
arxiv 10.1109/TopoInVis57755.2022.00009

Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, and Carlos Scheidegger. "NeuralCubes: Deep Representations for Visual Data Exploration." IEEE Big Data, 2021
arxiv 10.1109/BigData52589.2021.9671390

Matthew Berger, Jixian Li, and Joshua A. Levine. "A Generative Model for Volume Rendering." TVCG, 2018
arxiv project 10.1109/TVCG.2018.2816059