Jiehui Zhou (周杰辉)

Ph.D. @ Zhejiang University

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Hangzhou, China

I graduated with my Ph.D. in 2024 from the State Key Laboratory of CAD&CG, School of Computer Science and Technology, Zhejiang University, China. I am in the Visual Analytics and Intelligence Group and under the supervision of Prof. Wei Chen. My research topic is visual analytics approaches for multi-source heterogeneous time-series data, specifically involving visual analytics, out-of-distribution detection, causal analysis, explainable AI and privacy preservation.

I earned my B.S. degree in computer science and technology from Central South University in 2019. As an undergraduate student, I have conducted research under the supervision of Prof. Jiazhi Xia, where I focused on high-dimensional data visualization.

I am currently an algorithm engineer in the Alimama department of Alibaba Taotian Group. I am interested in data analysis, visualization, risk control, and large AI model applications in the E-commerce and advertising field.

Email: jiehuizhou1997@gmail.com

Blog: Zhihu (for knowledge sharing), Yuque (for research note management), CSDN (for competitive programming in the past)

Selected publications

  1. CURLS-workflow.png
    CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effect
    Jiehui Zhou, Linxiao Yang, Xinyu Liu, and 3 more authors
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
  2. FraudAuditor-teaser.jpg
    FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance
    Jiehui Zhou, Xumeng Wang, Jie Wang, and 7 more authors
    IEEE Transactions on Visualization and Computer Graphics, 2023
  3. DPVisCreator.png
    DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy
    Jiehui Zhou, Xumeng Wang, Jason K Wong, and 8 more authors
    IEEE Transactions on Visualization and Computer Graphics, 2022