Cong Xie (解聪)

Cong Xie (解聪)

Focusing on Visual Analytics and Machine Learning.

Selected Publications

Google Scholar

2020

  • J Xia, T Chen, L Zhang, W Chen, Y Chen, X Zhang, C Xie, T Schreck
    SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization
    2020 IEEE Conference on Visual Analytics Science and Technology (VAST)

  • J Xia, Y Zhang, H Ye, Y Wang, G Jiang, Y Zhao, C Xie, X Kui, S Liao, et al.
    Supoolvisor: a visual analytics system for mining pool surveillance
    Frontiers of Information Technology & Electronic Engineering

    • 2019

  • C Xie, W Jeong, G Matyasfalvi, H Van Dam, K Mueller, S Yoo, W Xu
    Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications
    International Conference on Computational Science

    • 2018

  • Cong Xie, Wei Xu, Klaus Mueller
    A Visual Analytics Framework for the Detection of Anomalous Call Stack Trees in High Performance Computing Application
    IEEE Transactions on Visualization & Computer Graphics (IEEE VAST 2018 Honorable Mention Award)

  • Cong Xie, Wen Zhong, Wei Xu, Klaus Mueller
    Visual Analytics of Heterogeneous Data using Hypergraph Learning
    ACM Transactions on Intelligent Systems and Technology [PDF] [Video]

    • 2017

  • Wen Zhong, Cong Xie, Yuan Zhong, Yang Wang, Wei Xu, Shenghui Cheng, and Klaus Mueller.
    Evolutionary Visual Analysis of Deep Neural Networks.
    ICML 2017 Workshop on Visualization for Deep Learning. [PDF] [Video]

  • Wei Chen, Cong Xie, Pingping Shang, Qunsheng Peng.
    Visual Analysis of User-Driven Association Rule Mining
    Journal of Visual Languages & Computing

    • 2016

  • Cong Xie, Wen Zhong, Klaus Mueller
    A Visual Analytics Approach for Categorical Joint Distribution Reconstruction from Marginal Projections
    IEEE Transactions on Visualization & Computer Graphics (IEEE VAST 2016 Honorable Mention Award) [PDF] [Video]

  • Cong Xie, Wen Zhong, Jun Kong ,Wei Xu, Klaus Mueller, Fusheng Wang
    IEVQ: An Iterative Example-based Visual Query for Pathology Database
    VLDB 2016 Workshop on Data Management and Analytics for Medicine and Healthcare [PDF]

    • 2014

  • Cong Xie, Wei Chen, Xinxin Huang, Yueqi Hu, Scott Barlowe, Jing Yang
    VAET: A Visual Analytics Approach for E-Transactions Time-Series
    IEEE Transactions on Visualization & Computer Graphics [PDF] [Video]

  • DanFang Yan, SenXiang Yan , ZhongJie Lu, Cong Xie, Wei Chen, et al.
    Postoperative radiotherapy for glioma: Improved delineation of the clinical target volume using the geodesic distance calculation
    PLoS ONE

    • 2013

  • Cong Xie, Hui Lei, Xing Xu, Haidong Chen, Jinsong Yang, Sengxiang Yan, and Wei Chen
    Computing 3D Distance Fields for Scenes with Occluders Based on Parallel Euclidean Distance Transform
    Journal of Zhejiang University (Engineering Science) (In Chinese) [PDF]

  • Guizhen Wang, Chaokai Wen, Binghui Yan, Cong Xie, Ronghua Liang and Wei Chen
    Topic Hypergraph: Hierarchical Visualization of Thematic Structures in Long Documents
    Science China Information Sciences

  • Jing Xia, Feiran Wu, Fangzhou Guo, Cong Xie, Zhen Liu, and Wei Chen
    An Online Visualization System for Streaming Log Data of Computing Clusters
    Tsinghua Science and Technology [PDF]

  • Hui Lei, Jiawei Zhang, Haidong Chen, Cong Xie, Zhen Liu, Xin Li, Wei Chen
    Visualizing Large- Scale Graph Based on Line Integral Convolution
    Journal of Computer-Aided Design & Computer Graphics 2013 (In Chinese)