Dr. Haoyu Li
Research Interests
Data Visualization
Explainable AI
Professional Activities
Peer Reviewer for IEEE Transactions on Visualization and Computer Graphics
Peer Reviewer for PacificVis 2024
Peer Reviewer for ChinaVis 2022
Personal Interests
Board Games
Badminton
Teaching Interests
Data/Info Visualization
Computer Graphics
Programming Languages
Recent Publications
- Haoyu Li and Han-Wei Shen: "Improving Efficiency of Iso-Surface Extraction on Implicit Neural Representations Using Uncertainty Propagation." IEEE Transactions on Visualization and Computer Graphics.(https://ieeexplore.ieee.org/abstract/document/10433707)
- Haoyu Li, Isaac J Michaud, Ayan Biswas, Han-Wei Shen, "Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data", 2024 IEEE Pacific Visualization Symposium (PacificVis)(https://ieeexplore.ieee.org/abstract/document/10541390/)
- Haoyu Li, Junpeng Wang, Yan Zheng, Liang Wang, Wei Zhang, and Han-Wei Shen: Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing, Information Visualization 2022 (https://journals.sagepub.com/doi/full/10.1177/14738716221130338)
- Neng Shi, Jiayi Xu, Haoyu Li, Hanqi Guo, Jonathan Woodring, and Han-Wei Shen: VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations, IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2022), 229(1), 820-830, 2023. [Best Paper Honorable Mention Award at IEEE VIS 2022] (https://ieeexplore.ieee.org/abstract/document/9904429)
- Haoyu Li, Tianyu Xiong, and Han-Wei Shen: Efficient Interpolation-based Pathline Tracing with B-spline Curves in Particle Dataset, 2022 IEEE Visualization Conference (VIS) Short Paper.(https://ieeexplore.ieee.org/abstract/document/9973196)
- Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, and Han-Wei Shen: IDLat: An Importance-Driven Latent Generation Method for Scientific Data, IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE VIS 2022) (https://ieeexplore.ieee.org/abstract/document/9904483)
- Haoyu Li and Han-Wei Shen: Local Latent Representation based on Geometric Convolution for Particle Data Feature Exploration, IEEE Transactions on Visualization and Computer Graphics (2022)(https://ieeexplore.ieee.org/abstract/document/9735308)