publications

2024

1. ACM FAccT

   A Decision Theoretic Framework for Measuring AI Reliance

   Ziyang Guo, Yifan Wu, Jason Hartline , and 1 more author

   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. NeurIPS 2024 Workshop

   Unexploited Information Value in Human-AI Collaboration

   Ziyang Guo, Yifan Wu, Jason Hartline , and 1 more author

   arXiv preprint arXiv:2411.10463, 2024

   Bib PDF

   @article{guo2024unexploited,
     title = {Unexploited Information Value in Human-AI Collaboration},
     author = {Guo, Ziyang and Wu, Yifan and Hartline, Jason and Hullman, Jessica},
     journal = {arXiv preprint arXiv:2411.10463},
     year = {2024},
   }

2023

1. IEEE VIS

   The Rational Agent Benchmark for Data Visualization

   Yifan Wu, Ziyang Guo, Michails Mamakos , and 2 more authors

   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 , and 2 more authors

   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 1 more author

   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 , and 2 more authors

   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 , and 2 more authors

   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},
   }