Jianxin (Jason) Sun

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I received my Ph.D. degree in computer science from The University of Nebraska-Lincoln in 2024, advised by Professor Hongfeng Yu. I obtained my M.S. degree in Electrical and Computer Engineering (ECE) from Purdue University, advised by Professor Avinash Kak.

My research concentrates on large-scale scientific data modeling, analysis and visualization, machine learning and computer vision. Currently, my research works mainly focus on volumetric data modeling, learning and its visualization through neural networks.

News

Jul 26, 2024 Our Adaptive-FAM paper is accepted by LDAV 2024 - Large Data Analysis and Visualization.
Jun 19, 2024 Our RmdnCache paper is accepted by TVCG.
Oct 27, 2023 Two papers accepted by BigData 2023 as the leading author.
Apr 2, 2023 Our MFA-DVR paper got published in Journal of Visualization.
Feb 2, 2023 Please check our review paper on Machine Learning in Groundwater domain.

Recent Selected publications

  1. adaptive.png
    Adaptive Multi-Resolution Encoding for Interactive Large-Scale Volume Visualization through Functional Approximation
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Proceedings of IEEE Symposium on Large Data Analysis and Visualization(LDAV) 2024, 2024
    arXiv PDF Code
  2. rmdnCache.gif
    RmdnCache: Dual Space Prefetching Neural Network for Large-Scale Volume Visualization
    Jianxin Sun, Xinyan Xie, and Hongfeng Yu
    IEEE Transactions on Visualization and Computer Graphics, 2024
    PDF
  3. scalable_small.png
    Scalable Volume Visualization for Big Scientific Data Modeled by Functional Approximation
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Big Data, 2023
    PDF
  4. soil_small.png
    Visualization of 3D Hyperspectral Soil Mapping Data via Autoencoder-based Clustering
    Jianxin Sun, Xinyan Xie, Yu Pan, and 3 more authors
    Big Data, 2023
    PDF
  5. mfadvr.gif
    MFA-DVR: Direct Volume Rendering of MFA Models
    Jianxin Sun, David Lenz, Hongfeng Yu, and 1 more author
    Journal of Visualization, 2023
    PDF Code
  6. Machine Learning
    Application of Machine Learning in Groundwater Quality Modeling - A Comprehensive Review
    Ryan Haggerty, Jianxin Sun, Hongfeng Yu, and 1 more author
    Water Research, 2023
    PDF
  7. Full Stack Web Dev
    OneLNK: One Link to Rule Them All: Web-based Wireless Experimentation for Multi-vendor Remotely Accessible Indoor/Outdoor Testbeds
    Mohammad M. R. Lunar, Jianxin Sun, John Wensowitch, and 14 more authors
    ACM WiNTECH, 2022
    PDF
  8. Deep Learning
    Spatial-Temporal Scientific Data Clustering via Deep Convolutional Neural Network
    Jianxin Sun, Chunxia Wu, Yufeng Ge, and 2 more authors
    Big Data, 2019
    PDF
  9. Computer Vision
    Plant Event Detection from Time-Varying Point Clouds
    Tian Gao, Jianxin Sun, Feiyu Zhu, and 4 more authors
    Big Data, 2019
    PDF
  10. Visualization
    Exploring Eye Tracking Data on Source Code via Dual Space Analysis
    Li Zhang, Jianxin Sun, Bonita Peterson, and 1 more author
    VISSOFT, 2019
    PDF
  11. Computer Vision
    Modeling Dormant Fruit Trees for Agricultural Automation
    Henry Medeiros, Donghun Kim, Jianxin Sun, and 4 more authors
    Journal of Field Robotics, 2016
    PDF
  12. Computer Vision
    Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees
    Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, and 2 more authors
    CVPR Workshop, 2015
    PDF