Guan Li
Computer Network Information Center, Chinese Academy of Sciences
Email: liguan[at]sccas[dot]cn; liguan[at]cnic[dot]cn
Address: No. 2, Dongsheng South Road, Haidian District, Beijing, Computer Network Information Center, Chinese Academy of Sciences
Experience
I am a associate research fellow at Computer Network Information Center, Chinese Academy of Sciences. My major research interests include Scientific Visualization, Visual Analytics and Explainable Artificial Intelligence. My research goal is to explore how visualization technologies can facilitate scientific discoveries across various scientific fields. I received my PhD degree in computer science from University of Chinese Academy of Sciences in 2021.
Publications
1. Guan Li ，Junpeng Wang ，Yang Wang ，Guihua Shan ，and Ying Zhao. An In-Situ Visual Analytics Framework for Deep Neural Networks. IEEE Transactions on Visualization and Computer Graphics ，2024.
2. Yihan Zhang ，Guan Li ，Runpu Yue ，Jun Liu ，and Guihua Shan. PEViz: An In-Situ Progressive Visual Analytics System for Ocean Ensemble Data. Journal of Visualization ，2023.
3. Xuyi Lu ，Yuan Xu ，Guan Li ，Yi Chen ，and Guihua Shan. MVST-SciVis: Narrative Visualization and Analysis of Compound Events in Scientific Data. Journal of Visualization ，2023.
4. Xiaoyang Han ，Xiaomin Yu ，Guan Li ，Jun Liu ，Ying Zhao ，and Guihua Shan. Narrative in-situ visual analysis for large-scale ocean eddy evolution. IEEE Computer Graphics and Applications ，2022.
5. Yihan Zhang ，Guan Li ，Guihua Shan. Time analysis of regional structure of large-scale particle using an interactive visual system. Visual Informatics ，2022.
6. Guan Li ，Junpeng Wang ，Han-Wei Shen ，Kaixin Chen ，Guihua Shan ，and Zhonghua Lu. CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics ，IEEE Transactions on Visualization and Computer Graphics ，2021
7. Xuyi Lu ，Guan Li ，Bo Yang ，Jun Liu ，and Guihua Shan. StreamFlow: a visual analysis system for 2D streamlines based on workflow mining technique. Journal of Visualization ，2021.
8. Runpu Yue ，Guan Li ，Xuyi Lu ，Sisi Li ，and Guihua Shan. EddyVis: A visual system to analyze eddies. Journal of Visualization ，2021.
9. Yifei An ，Han-Wei Shen ，Guihua Shan ，Guan Li ，and Jun Liu.STSRNet: Deep JointSpace-Time Super-Resolutionfor Vector Field Visualization. IEEE Computer Graphics and Applications ，2021.
10. Guan Li ，Jiayi Xu ，Tianchi Zhang ，Guihua Shan ，Han-Wei Shen ，Ko-Chih Wang ，Shihong Liao ，and Zhonghua Lu. Distribution-based Particle Data Reduction for In-situ Analysis and Visualization of Large-scale N-body Cosmological Simulations. 2020 IEEE Pacific Visualization Symposium