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主要從事科學(xué)可視化、可視分析方向研究工作。主持國(guó)家自然科學(xué)基金青年科學(xué)基金項(xiàng)目，中國(guó)科學(xué)院特別研究助理資助項(xiàng)目。先后參與多個(gè)國(guó)家重點(diǎn)研發(fā)計(jì)劃、國(guó)家大科學(xué)裝置、上海市重大工程等科研項(xiàng)目。

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