High-dimensional Clustering onto Hamiltonian Cycle
Tianyi Huang, Shenghui Cheng*, Stan Ziqing Li, Zhengjun Zhang
ICML，2023.
Deepsea: A Meta-ocean Prototype for Undersea Exploration
Jinyu Li, Ping Hu, Weicheng Cui, Tianyi Huang,Shenghui Cheng*
Information Technology and Tourism (If: 9.3)，2023.
Self-decision Mechanisms of Smart Production Systems Based on Improved Uncertainty Theory and user-CFA
Yuanju Qu, Jiayun Wang, Bo Jiang, Shenghui Cheng*, Yangpeng Wang, Peishan Wu, Xinguo Ming, Xianghua Chu
Computers & Industrial Engineering ，2023.
NG-NAS: Node Growth Neural Architecture Search for 3D Medical Image Segmentation
Shixi Qin, Zixun Zhang, Yuncheng Jiang, Shuguang Cui,Shenghui Cheng*Zhen Li*
Computerized Medical Imaging and Graphics，2023.
A Visual Analytics Framework for Ocean Scalar Volume Data
Jinyu Li, Tianyi Huang, Ping Hu, Weicheng Cui, Shenghui Cheng*
Ocean-Land-Atmosphere Research: Science Press，2023.
ChatGPT 智能对话开创新时代
Shenghui Cheng*
CITIC Press，2023.
Two-stage coevolution method for deep CNN: A case study in smart manufacturing
Yuanju Qu, Yue Ma, Xinguo Ming, Yangpeng Wang,Shenghui Cheng*Xianghua Chu*
Applied Soft Computing，2023.
GraphDescriptor: Augmenting Node-Link Diagrams With Textual Description
Jiacheng Pan, Zihan Yan, Zihan Zhou, Xiaodong Zhao,Shenghui Cheng*, Dongming Han, Jian Chen, Mingliang Xu, Wei Chen
Pacific Vis，2023.
Web3.0：具有颠覆性和重大机遇的第三代互联网
Shenghui Cheng*
Tsinghua University Press，2023.
Metaverse: Concept, Content and Context
Shenghui Cheng*
Springer, ISBN 978-3-031-24358-5，2023. Aamzon Link
EVNet: An Explainable Deep Network for Dimension Reduction
Zelin Zang, Shenghui Cheng*, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, and Stan Z. Li
IEEE Transactions on Visualization and Computer Graphics, 2023.
Roadmap towards Metaverse: An AI Perspective
Shenghui Cheng*, Yue Zhang, Xiaofei Li, Lin Yang, Xin Yuan, and Stan Z.Q. Li
Innovation: Cell Press (IF:32.1), 2022.
Graphical Enhancements for Effective Exemplar Identification in Contextual Data Visualizations
Xinyu Zhang, Shenghui Cheng*, Klaus Mueller
IEEE Transactions on Visualization and Computer Graphics, 2022.
Identifying the Skeptics and the Undecided through Visual Cluster Analysis of Local Network Geometry
Shenghui Cheng*, Joachim Giesen, Tianyi Huang, Philipp Lucasc, Klaus
Mueller Visual Informatics, pp. 1-35, 2022.
Metaverse: Concepts, Technologies and Ecology
Shenghui Cheng* (editor in chief)
China Machine Press, 2022
Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds, 2022
Chaoda Zheng, etc, Shenghui Cheng*, Shuguang Cui and Zhen Li
Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation (4%)
Big Data Analysis of China's Economy
Shenghui Cheng* (editor in chief)
China Financial Publishing House 2021 (accepted)
Big Data Analysis: From Theory to Practice
Shenghui Cheng* (editor in chief)
Publishing House of Electronics Industry, ISBN978-7-121-41261-5, 2021
ColorMapND: A Data-Driven Approach and Tool for Mapping Multivariate Data to Color
Shenghui Cheng*, Wei Xu and Klaus Mueller
IEEE Transactions on Visualization and Computer Graphics, 2019.
Visualizing the Topology and Data Traffic of Multi-Dimensional Torus Interconnect Networks
Shenghui Cheng*, Wen Zhong, Katherine E.Isascs and Klaus Mueller
IEEE Access, 6, 57191-57204, 2018.
RadViz Deluxe: A Component-Aware Display for Multivariate Data
Shenghui Cheng*and Klaus Mueller
Processes, 2017, 5(4):75. (Invited paper)
Evolutionary Visual Analysis of Deep Neural Networks
Wen Zhong, Cong Xie, Yuan Zhong, Yang Wang, Wei Xu,Shenghui Cheng*, Klaus Mueller
ICML Visualization Workshop, 2017
Epidemiological Characteristics and Spatial-Temporal Clusters of Mumps in Shandong Province, China, 2005-2014
Runzi Li, Shenghui Cheng*, C.Luo, S.Rutherford, J.Cao, Q.Xu, X.Liu, Y.Liu, F.Xue, Q.Xu, X.Li
Nature-Scientific Reports, 2017
Extending Scatterplots to Scalar Fields
Shenghui Cheng*, Pengcheng Cui and Klaus Mueller
IEEE Visualization Conference (Scivis Poster) [SciVis Honorable Mention Poster]
A Data-Driven Approach for Mapping Multivariate Data to Color
Shenghui Cheng*, Wei Xu, Wen Zhong and Klaus Mueller
IEEE Visualization Conference (Infovis Poster)
Baltimore, October, 2016.
A Framework to Visualize Temporal Behavioral Relationships in Streaming Multivariate Data
Shenghui Cheng*, Klaus Mueller and Wei Xu
New York Scientific Data Summit (NYSDS), New York, August, 2016.
The Data Context Map: Fusing Data and Attributes into a Unified Display
Shenghui Cheng* and Klaus Mueller
IEEE Transactions on Visualization and Computer Graphics (VAST), 22(1): 121-130, 2016.
Chicago(USA), October, 2015.
Exploring the Distribution of Local Neighborhood Structures in Large Networks
Shenghui Cheng*, Claudia Dahl, Joachim Giesen, Philipp Lucas, Klaus Mueller
IEEE Visualization Workshop - Exploring Graphs At Scale
Chicago(USA), October, 2015.
StreamVisND: Visualizing Relationships in Streaming Multivariate Data
Shenghui Cheng*, Yue Wang, Dan Zhang, Zhifang Jiang and Klaus Mueller
IEEE Visualization Conference (VAST poster) [ VAST 2015 Honorable Mention Poster ]
Improving the Fidelity of Contextual Data Layouts using a Generalized Barycentric Coordinates Framework
Shenghui Cheng*and Klaus Mueller
IEEE PacificVis, pp. 295-302, Hangzhou(China), April, 2015.
TorusVisND: Unraveling High-Dimensional Torus Networks for Network Traffic Visualizations
Shenghui Cheng*, Pradipta De, Shaofeng H.-C. Jiang and Klaus Mueller
The VPA workshop in Supercomputing (SC) Conference, November, 2014.
MemViz: A Tool for Creating Memorable Visualizations
Darius Coelho, Sungsoo Ha, Shenghui Cheng*, Salman Mahmood, Jisung Kim and Klaus Mueller
IEEE Visualization Conference (InfoVis poster)
Paris(France), November, 2014.
A Visual Analytics System for Stock Data
Shenghui Cheng*, Zhifang Jiang, Zhiyuan Zhang and Klaus Mueller
IEEE Visualization Conference (VAST poster)
Atlanta(USA), October, 2013.
Visual Analytics of Stock Data
Shenghui Cheng*, Zhifang Jiang and Klaus Mueller
Proceedings of The Excellent Bachelor Theses of Shandong University
Jinan(China), July, 2013.
Research On Hierarchical Data Visualization Based On the Shape Parallel Coordinates System (in Chinese)
Shenghui Cheng*, Jiang Zhifang, Meng Xiangxu and Zhang Zhenghai
IEEE Visualization Conference (VAST poster)
Proceedings of Chinagraph's 2012, Chengdu(China), October, 2012.
The Shape Coordinates System in Visualization Space
Jiang Zhifang, Shenghui Cheng*, Meng Xiangxu and Xin Ruobo
Proceedings of The 2012 International Symposium on Visual Information Communication and Interaction (Short Paper) EI: 20125115811416, Hangzhou(China), September, 2012
Research on Time-series Data Visualization Method Based on Parameterized Parallel Coordinates and Color Mapping Function
Jiang Zhifang, Shenghui Cheng*, Meng Xiangxu and Zhang Zhenghai
IEEE Visualization Conference (VAST poster)
Proceedings of The 2012 International Conference on Systems and Informatics EI: 20123115290053, Yantai(China), May, 2012
Study on Urban Heavy Metal Pollution Source Recognition and Environmental Assessment (in Chinese)
Qi Qian, Shenghui Cheng*, Yan Binbin and Liu Baodong
Journal of Engineering Mathematics, Vol.28 Supp.1, Dec.2011