Publications

2025

1. TVCG

   

   Explorable inr: an implicit neural representation for ensemble simulation enabling efficient spatial and parameter exploration

   Yi-Tang Chen, Haoyu Li, Neng Shi, and 3 more authors

   IEEE Transactions on Visualization and Computer Graphics, 2025

   Bib

   @article{chen2025explorable,
     title = {Explorable inr: an implicit neural representation for ensemble simulation enabling efficient spatial and parameter exploration},
     author = {Chen, Yi-Tang and Li, Haoyu and Shi, Neng and Luo, Xihaier and Xu, Wei and Shen, Han-Wei},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     year = {2025},
     publisher = {IEEE},
   }

2024

1. TVCG

   

   Improving efficiency of iso-surface extraction on implicit neural representations using uncertainty propagation

   Haoyu Li and Han-Wei Shen

   IEEE Transactions on Visualization and Computer Graphics, 2024

   Bib

   @article{li2024improving,
     title = {Improving efficiency of iso-surface extraction on implicit neural representations using uncertainty propagation},
     author = {Li, Haoyu and Shen, Han-Wei},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {31},
     number = {2},
     pages = {1513--1525},
     year = {2024},
     publisher = {IEEE},
   }

2. 

   Efficient level-crossing probability calculation for Gaussian process modeled data

   Haoyu Li, Isaac J Michaud, Ayan Biswas, and 1 more author

   In 2024 IEEE 17th Pacific Visualization Conference (PacificVis), 2024

   Bib

   @inproceedings{li2024efficient,
     title = {Efficient level-crossing probability calculation for Gaussian process modeled data},
     author = {Li, Haoyu and Michaud, Isaac J and Biswas, Ayan and Shen, Han-Wei},
     booktitle = {2024 IEEE 17th Pacific Visualization Conference (PacificVis)},
     pages = {252--261},
     year = {2024},
     organization = {IEEE},
   }

3. Efficient Visualization for Machine-Learning-Represented Scientific Data

   Haoyu Li

   The Ohio State University, 2024

   Bib

   @phdthesis{li2024efficienu,
     title = {Efficient Visualization for Machine-Learning-Represented Scientific Data},
     author = {Li, Haoyu},
     year = {2024},
     school = {The Ohio State University}
   }

2023

1. 

   Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing

   Haoyu Li, Junpeng Wang, Yan Zheng, and 3 more authors

   Information Visualization, 2023

   Bib

   @article{li2023compressing,
     title = {Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing},
     author = {Li, Haoyu and Wang, Junpeng and Zheng, Yan and Wang, Liang and Zhang, Wei and Shen, Han-Wei},
     journal = {Information Visualization},
     volume = {22},
     number = {1},
     pages = {52--68},
     year = {2023},
     publisher = {SAGE Publications Sage UK: London, England},
   }

2022

1. Up-regulation of the Cdc42 GTPase limits the replicative life span of budding yeast

   Pil Jung Kang, Rachel Mullner, Haoyu Li, and 3 more authors

   Molecular Biology of the Cell, 2022

   Bib

   @article{kang2022up,
     title = {Up-regulation of the Cdc42 GTPase limits the replicative life span of budding yeast},
     author = {Kang, Pil Jung and Mullner, Rachel and Li, Haoyu and Hansford, Derek and Shen, Han-Wei and Park, Hay-Oak},
     journal = {Molecular Biology of the Cell},
     volume = {33},
     number = {4},
     pages = {br5},
     year = {2022},
     publisher = {The American Society for Cell Biology}
   }

2. TVCG

   

   Local latent representation based on geometric convolution for particle data feature exploration

   Haoyu Li and Han-Wei Shen

   IEEE Transactions on Visualization and Computer Graphics, 2022

   Bib

   @article{li2022local,
     title = {Local latent representation based on geometric convolution for particle data feature exploration},
     author = {Li, Haoyu and Shen, Han-Wei},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {29},
     number = {7},
     pages = {3354--3367},
     year = {2022},
     publisher = {IEEE},
   }

3. 

   Efficient Interpolation-based Pathline Tracing with B-spline Curves in Particle Dataset

   Haoyu Li, Tianyu Xiong, and Han-Wei Shen

   In 2022 IEEE Visualization and Visual Analytics (VIS), 2022

   Bib

   @inproceedings{li2022efficient,
     title = {Efficient Interpolation-based Pathline Tracing with B-spline Curves in Particle Dataset},
     author = {Li, Haoyu and Xiong, Tianyu and Shen, Han-Wei},
     booktitle = {2022 IEEE Visualization and Visual Analytics (VIS)},
     pages = {140--144},
     year = {2022},
     organization = {IEEE},
   }

4. TVCG

   VDL-Surrogate: A view-dependent latent-based model for parameter space exploration of ensemble simulations

   Neng Shi, Jiayi Xu, Haoyu Li, and 3 more authors

   IEEE Transactions on Visualization and Computer Graphics, 2022

   Best Paper Honorable Mention Bib

   This paper received Best Paper Honorable Mention at IEEE VIS 2022

   @article{shi2022vdl,
     title = {VDL-Surrogate: A view-dependent latent-based model for parameter space exploration of ensemble simulations},
     author = {Shi, Neng and Xu, Jiayi and Li, Haoyu and Guo, Hanqi and Woodring, Jonathan and Shen, Han-Wei},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {29},
     number = {1},
     pages = {820--830},
     year = {2022},
     publisher = {IEEE},
   }

5. TVCG

   Idlat: An importance-driven latent generation method for scientific data

   Jingyi Shen, Haoyu Li, Jiayi Xu, and 2 more authors

   IEEE Transactions on Visualization and Computer Graphics, 2022

   Bib

   @article{shen2022idlat,
     title = {Idlat: An importance-driven latent generation method for scientific data},
     author = {Shen, Jingyi and Li, Haoyu and Xu, Jiayi and Biswas, Ayan and Shen, Han-Wei},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {29},
     number = {1},
     pages = {679--689},
     year = {2022},
     publisher = {IEEE}
   }

2019

1. TVCG

   NNVA: Neural network assisted visual analysis of yeast cell polarization simulation

   Subhashis Hazarika, Haoyu Li, Ko-Chih Wang, and 2 more authors

   IEEE Transactions on Visualization and Computer Graphics, 2019

   Best Paper Honorable Mention Bib

   This paper received Best Paper Honorable Mention at IEEE VIS 2019

   @article{hazarika2019nnva,
     title = {NNVA: Neural network assisted visual analysis of yeast cell polarization simulation},
     author = {Hazarika, Subhashis and Li, Haoyu and Wang, Ko-Chih and Shen, Han-Wei and Chou, Ching-Shan},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {26},
     number = {1},
     pages = {34--44},
     year = {2019},
     publisher = {IEEE},
   }

2017

1. 等比例变化图形对一维视觉刺激比例估计的影响 (The effect of scaled graph on the estimation of the ratio of two one dimensional variables)

   Haoyu Li

   北京师范大学 (Beijing Normal University), 2017

   Bib PDF

   @mastersthesis{li2017effect,
     title = {等比例变化图形对一维视觉刺激比例估计的影响 (The effect of scaled graph on the estimation of the ratio of two one dimensional variables)},
     author = {Li, Haoyu},
     year = {2017},
     school = {北京师范大学 (Beijing Normal University)},
   }