现任交互式发展部主任，主要研究方向大数据分析、可视化、智能交互等，近年承担国家重点研发计划课题、国家重大科技基础设施项目、中科院重点部署和信息化专项课题及先导子课题等，在国内外可视化领域重要期刊和会议发表学术论文60余篇。曾获部级科技奖一等奖。

主持研发GPVis可视化框架软件，支撑国家/地方重大工程建设，如国家重大科技基础设施-地球系统数值模拟装置、上海天文馆（全球最大天文馆）-天文数字实验室、中科院先导A地球大数据科学工程等

1.数字地球网络化服务系统, 主持, 部委级, 2018.01--2022.12

2.多尺度协同的可视化与人机交互环境, 主持, 部委级, 2020.01--2020.12

3.地球系统数值模拟装置可视化分系统, 主持, 国家级, 2020.08--2023.08

4.判断决策的AI形象化表达及可解释AI过程仿真, 主持, 国家级, 2020.11--2023.11

5.超大规模宇宙学模拟并行计算与可视化系统，主持，国家级，2017.11-2021.11

Lu, Xuyi, Xu, Yuan, Li, Guan, Chen, Yi, Shan, Guihua*. MVST-SciVis: narrative visualization and analysis of compound events in scientific data. JOURNAL OF VISUALIZATION[J]. 2023, 26(3): 687-703

Yihan Zhang, Guan Li, Runpu Yue, Jun Liu, Guihua Shan:PEViz: an in situ progressive visual analytics system for ocean ensemble data. J. Vis. 26(2): 423-440 (2023)

Xuyi Lu, Guan Li, Bo Yang, Jun Liu, Guihua Shan*:StreamFlow: a visual analysis system for 2D streamlines based on workflow mining technique. J. Vis. 25(2): 307-323 (2022)

Shiyu Cheng, Xiaochen Li, Guihua Shan*, Beifang Niu, Yang Wang, Maokang Luo:ACMViz: a visual analytics approach to understand DRL-based autonomous control model. J. Vis. 25(2): 427-442 (2022)

Runpu Yue, Guan Li, Xuyi Lu, Sisi Li, Guihua Shan*:EddyVis: A visual system to analyze eddies. J. Vis. 25(3): 521-541 (2022)

Yihan Zhang, Guan Li, Guihua Shan*:Time analysis of regional structure of large-scale particle using an interactive visual system. Vis. Informatics 6(2): 14-24 (2022)

Xiaoyang Han, Xiaomin Yu, Guan Li, Jun Liu, Ying Zhao, Guihua Shan:Narrative In Situ Visual Analysis for Large-Scale Ocean Eddy Evolution. IEEE Computer Graphics and Applications 42(3): 65-73 (2022)

Yifei An, Han-Wei Shen, Guihua Shan*, Guan Li, Jun Liu:STSRNet: Deep Joint Space-Time Super-Resolution for Vector Field Visualization. IEEE Computer Graphics and Applications 41(6): 122-132 (2021)

Cheng Shiyu, Shen Hanwei,Shan Guihua* , Niu Beifang, Bai Weihua. Visual analysis of meteorological satellite data via model-agnostic meta-learning. Journal of Visualization, 2021. Vol 24, 301–315,2021；

Chen Kaixin, Wang Yang, Yu Minzhu, Shen Hanwei, Yu Xiaomin, Shan Guihua*. ConfVisExplorer: a literature-based visual analysis system for conference comparison. Journal of Visualization, Vol 24, 381–395,2021；

Guan Li, Junpeng Wang, Han-Wei Shen, Kaixin Chen, Guihua Shan*, Zhonghua Lu:

CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics. IEEE Trans. Vis. Comput. Graph. 27(2): 1364-1373 (2021)

Xiaoyang Han, Han-Wei Shen, Guan Li, Xuyi Lu, Guihua Shan , Yangang Wang:
IVDAS: an interactive visual design and analysis system for image data symmetry detection of CNN models. J. Vis. 24(3): 615-629 (2021)

Guan Li, Jiayi Xu, Tianchi Zhang, Guihua Shan*, Han-Wei Shen, Ko-Chih Wang, Shihong Liao, and Zhonghua Lu.2020.“Distribution-Based Particle Data Reduction for In-Situ Analysis and Visualization of Large-Scale N-Body Cosmological Simulations.” IEEE Pacific Visualization Symposium (PacificVis),171–80 2020.

Lun Liu, Yang Gao, Guihua Shan, Xuebin Chi:
VASEM: visual analytics system for electron microscopy data bank. J. Vis. 22(6): 1145-1159 (2019)

Yang Wang; Minzhu Yu; Guihua Shan*; Han-Wei Shen; Zhonghua Lu, VISPubComPAS: a comparative analytical system for visualization publication data, Journal of Visualization, Vol 22, 941-953,2019；

Shiyu Cheng; Guihua Shan*; Jun Liu; Yang Gao; Ping Wei; Weihua Bai; Danyang Zhao, OccVis: a visual analytics system for occultation data, Journal of Visualization, Vol 22, 609-624,2019