publications

2026

1. ICLR

   The value of information in human-ai decision-making

   Ziyang Guo, Yifan Wu, Jason Hartline, and Jessica Hullman

   In The Fourteenth International Conference on Learning Representations , 2026

   Bib PDF

   @inproceedings{guo2025value,
     title = {The value of information in human-ai decision-making},
     author = {Guo, Ziyang and Wu, Yifan and Hartline, Jason and Hullman, Jessica},
     booktitle = {The Fourteenth International Conference on Learning Representations},
     year = {2026},
   }

2. arXiv

   Explanations are a means to an end

   Ziyang Guo, Berk Ustun, and Jessica Hullman

   arXiv preprint arXiv:2506.22740, 2026

   PDF

2024

1. ACM FAccT

   A Decision Theoretic Framework for Measuring AI Reliance

   Ziyang Guo, Yifan Wu, Jason Hartline, and Jessica Hullman

   ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT ’24), 2024

   Bib PDF Video

   @article{guo2024decision,
     title = {A Decision Theoretic Framework for Measuring AI Reliance},
     author = {Guo, Ziyang and Wu, Yifan and Hartline, Jason and Hullman, Jessica},
     journal = {ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT ’24)},
     year = {2024},
     publisher = {ACM},
   }

2. IEEE VIS

   Vmc: A grammar for visualizing statistical model checks

   Ziyang Guo, Alex Kale, Matthew Kay, and Jessica Hullman

   IEEE Transactions on Visualization and Computer Graphics, 2024

   PDF

2023

1. IEEE VIS

   The Rational Agent Benchmark for Data Visualization

   Yifan Wu, Ziyang Guo, Michails Mamakos, Jason Hartline, and Jessica Hullman

   IEEE Transactions on Visualization and Computer Graphics, 2023

   Bib PDF Video

   @article{wu2023rational,
     title = {The Rational Agent Benchmark for Data Visualization},
     author = {Wu, Yifan and Guo, Ziyang and Mamakos, Michails and Hartline, Jason and Hullman, Jessica},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     year = {2023},
     publisher = {IEEE},
   }

2. IEEE VIS

   EVM: Incorporating Model Checking into Exploratory Visual Analysis

   Alex Kale, Ziyang Guo, Xiaoli Qiao, Jeffrey Heer, and Jessica Hullman

   IEEE Transactions on Visualization and Computer Graphics, 2023

   Bib PDF

   @article{kale2023evm,
     title = {EVM: Incorporating Model Checking into Exploratory Visual Analysis},
     author = {Kale, Alex and Guo, Ziyang and Qiao, Xiaoli and Heer, Jeffrey and Hullman, Jessica},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     year = {2023},
     publisher = {IEEE},
   }

2022

1. IEEE VIS

   RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports

   Jiang Wu, Dongyu Liu, Ziyang Guo, and Yingcai Wu

   IEEE Transactions on Visualization and Computer Graphics, 2022

   Bib PDF

   @article{wu2022rasipam,
     title = {RASIPAM: Interactive Pattern Mining of Multivariate Event Sequences in Racket Sports},
     author = {Wu, Jiang and Liu, Dongyu and Guo, Ziyang and Wu, Yingcai},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     year = {2022},
     publisher = {IEEE},
   }

2021

1. IEEE VIS

   TacticFlow: Visual analytics of ever-changing tactics in racket sports

   Jiang Wu, Dongyu Liu, Ziyang Guo, Qingyang Xu, and Yingcai Wu

   IEEE Transactions on Visualization and Computer Graphics, 2021

   Bib PDF

   @article{wu2021tacticflow,
     title = {TacticFlow: Visual analytics of ever-changing tactics in racket sports},
     author = {Wu, Jiang and Liu, Dongyu and Guo, Ziyang and Xu, Qingyang and Wu, Yingcai},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {28},
     number = {1},
     pages = {835--845},
     year = {2021},
     publisher = {IEEE},
   }

2020

1. IEEE VIS

   Visual analytics of multivariate event sequence data in racquet sports

   Jiang Wu, Ziyang Guo, Zuobin Wang, Qingyang Xu, and Yingcai Wu

   In 2020 IEEE conference on visual analytics science and technology (VAST) , 2020

   Bib PDF

   @inproceedings{wu2020visual,
     title = {Visual analytics of multivariate event sequence data in racquet sports},
     author = {Wu, Jiang and Guo, Ziyang and Wang, Zuobin and Xu, Qingyang and Wu, Yingcai},
     booktitle = {2020 IEEE conference on visual analytics science and technology (VAST)},
     pages = {36--47},
     year = {2020},
     organization = {IEEE},
   }