publications

2024

  1. CHI ’24
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    Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students
    Chengbo Zheng, Kangyu Yuan, Bingcan Guo, Reza Hadi Mogavi, Zhenhui Peng, Shuai Ma, and Xiaojuan Ma
    In Proceedings of the CHI Conference on Human Factors in Computing Systems , Honolulu, HI, USA, 2024
  2. UIST ’24
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  3. UIST ’24
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    WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization
    Liwenhan Xie, Chengbo Zheng, Haijun Xia, Huamin Qu, and Zhu-Tian Chen
    In the upcoming UIST ’24 , Pittsburgh, PA, USA, 2024
  4. UIST ’24 Poster
    SelfGauge: An Intelligent Tool to Support Student Self-assessment in GenAI-enhanced Project-based Learning
    Chengbo Zheng, Zeyu Huang, Shuai Ma, and Xiaojuan Ma
    In UIST ’24 Poster , Pittsburgh, PA, USA, 2024
  5. ChinaVis ’24
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    A Design Space of Animating Data-Driven Transitions in Data Videos
    Chengbo Zheng, Tian Gao, Shunan Guo, Yang Shi, Xiaojuan Ma, and Nan Cao
    In ChinaVis ’24 , Hong Kong, China, 2024

2023

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    A Multi-Layout Design for Immersive Visualization of Network Data
    David Bauer, Chengbo Zheng, Oh-Hyun Kwon, and Kwan-Liu Ma
    2023
  2. CHI ’23
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    Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making
    Chengbo Zheng, Yuheng Wu, Chuhan Shi, Shuai Ma, Jiehui Luo, and Xiaojuan Ma
    In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems , Hamburg, Germany, 2023
  3. CHI ’23
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    RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning
    Chuhan Shi, Yicheng Hu, Shenan Wang, Shuai Ma, Chengbo Zheng, Xiaojuan Ma, and Qiong Luo
    In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems , Hamburg, Germany, 2023
  4. CHI ’23
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    Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making
    Shuai Ma, Ying Lei, Xinru Wang, Chengbo Zheng, Chuhan Shi, Ming Yin, and Xiaojuan Ma
    In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems , Hamburg, Germany, 2023
  5. IEEE VIS ’23
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    NL2Color: Refining Color Palettes for Charts with Natural Language
    Chuhan Shi, Weiwei Cui, Chengzhong Liu, Chengbo Zheng, Haidong Zhang, Qiong Luo, and Xiaojuan Ma
    IEEE Transactions on Visualization and Computer Graphics, Oct 2023

2022

  1. PacificVis ’22
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    Evaluating the Effect of Enhanced Text-Visualization Integration on Combating Misinformation in Data Story
    Chengbo Zheng, and Xiaojuan Ma
    In 2022 IEEE 15th Pacific Visualization Symposium (PacificVis) , Apr 2022
  2. CHI ’22
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    Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work
    Chengbo Zheng*, Dakuo Wang*, April Yi Wang, and Xiaojuan Ma
    In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems , New Orleans, LA, USA, Apr 2022

2021

  1. IEEE VIS ’20
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    Towards Better Bus Networks: A Visual Analytics Approach
    Di Weng, Chengbo Zheng, Zikun Deng, Mingze Ma, Jie Bao, Yu Zheng, Mingliang Xu , and 1 more author
    IEEE Transactions on Visualization and Computer Graphics , Apr 2021