Zijie Jay Wang

@article{wangWordflowSocialPrompt2024,
  title = {Wordflow: {{Social Prompt Engineering}} for {{Large Language Models}}},
  shorttitle = {Wordflow},
  author = {Wang, Zijie J. and Chakravarthy, Aishwarya and Munechika, David and Chau, Duen Horng},
  year = {2024},
  url = {http://arxiv.org/abs/2401.14447},
  urldate = {2024-01-29},
  archiveprefix = {arxiv},
  journal = {arXiv 2401.14447}
}

@article{wangSuperNOVADesignStrategies2023,
  title = {{{SuperNOVA}}: {{Design Strategies}} and {{Opportunities}} for {{Interactive Visualization}} in {{Computational Notebooks}}},
  shorttitle = {{{SuperNOVA}}},
  author = {Wang, Zijie J. and Munechika, David and Lee, Seongmin and Chau, Duen Horng},
  year = {2024},
  url = {http://arxiv.org/abs/2305.03039},
  booktitle = {Extended {{Abstracts}} of the 2022 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  publisher = {{ACM}}
}

@inproceedings{wangWizMapScalableInteractive2023,
  title = {{{WizMap}}: {{Scalable}} Interactive Visualization for Exploring Large Machine Learning Embeddings},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: {{System}} Demonstrations)},
  author = {Wang, Zijie J. and Hohman, Fred and Chau, Duen Horng},
  year = {2023},
  url = {https://aclanthology.org/2023.acl-demo.50}
}

@inproceedings{wangDiffusionDBLargescalePrompt2023,
  title = {{{DiffusionDB}}: {{A}} Large-Scale Prompt Gallery Dataset for Text-to-Image Generative Models},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: {{Long}} Papers)},
  author = {Wang, Zijie J. and Montoya, Evan and Munechika, David and Yang, Haoyang and Hoover, Benjamin and Chau, Duen Horng},
  year = {2023},
  url = {https://aclanthology.org/2023.acl-long.51}
}

@inproceedings{wangGAMCoachInteractive2023,
  title = {{{GAM Coach}}: {{Towards Interactive}} and {{User-centered Algorithmic Recourse}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Vaughan, Jennifer Wortman and Caruana, Rich and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3544548.3580816}
}

@inproceedings{robertsonAnglerHelpingMachine2023,
  title = {Angler: {{Helping Machine Translation Practitioners Prioritize Model Improvements}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Robertson, Samantha and Wang, Zijie J. and Moritz, Dominik and Kery, Mary Beth and Hohman, Fred},
  year = {2023},
  doi = {10.1145/3544548.3580790},
  langid = {english}
}

@inproceedings{wangWebSHAPExplainingAny2023,
  title = {{{WebSHAP}}: {{Towards Explaining Any Machine Learning Models Anywhere}}},
  shorttitle = {{{WebSHAP}}},
  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2023},
  author = {Wang, Zijie J. and Chau, Duen Horng},
  year = {2023},
  doi = {10.1145/3543873.3587362},
}

@inproceedings{wangInterpretabilityThenWhat2022,
  title = {Interpretability, {{Then What}}? {{Editing Machine Learning Models}} to {{Reflect Human Knowledge}} and {{Values}}},
  booktitle = {Proceedings of the 28th {{ACM SIGKDD Conference}} on {{Knowledge Discovery}} and {{Data Mining}}},
  author = {Wang, Zijie J. and Kale, Alex and Nori, Harsha and Stella, Peter and Nunnally, Mark E. and Chau, Duen Horng and Vorvoreanu, Mihaela and Wortman Vaughan, Jennifer and Caruana, Rich},
  year = {2022},
  series = {{{KDD}} '22}
}

@inproceedings{wangTimberTrekExploringCurating2022,
  title = {{{TimberTrek}}: {{Exploring}} and {{Curating Sparse Decision Trees}} with {{Interactive Visualization}}},
  booktitle = {2022 {{IEEE Visualization Conference}} ({{VIS}})},
  author = {Wang, Zijie J. and Zhong, Chudi and Xin, Rui and Takagi, Takuya and Chen, Zhi and Chau, Duen Horng and Rudin, Cynthia and Seltzer, Margo},
  year = {2022}
}

@inproceedings{wangStickyLandBreaking2022,
  title = {{{StickyLand}}: {{Breaking}} the {{Linear Presentation}} of {{Computational Notebooks}}},
  shorttitle = {{{StickyLand}}},
  booktitle = {Extended {{Abstracts}} of the 2022 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Wang, Zijie J. and Dai, Katie and Edwards, W. Keith},
  year = {2022},
  publisher = {{ACM}}
}

@article{wangNOVAPracticalMethod2022,
  title = {{{NOVA}}: {{A Practical Method}} for {{Creating Notebook-Ready Visual Analytics}}},
  shorttitle = {{{NOVA}}},
  author = {Wang, Zijie J. and Munechika, David and Lee, Seongmin and Chau, Duen Horng},
  year = {2022},
  month = may,
  journal = {arXiv:2205.03963 [cs]},
  archiveprefix = {arXiv}
}

@inproceedings{wangDodrioExploringTransformer2021,
  title = {Dodrio: {{Exploring Transformer Models}} with {{Interactive Visualization}}},
  author = {Wang, Zijie J. and Turko, Robert and Chau, Duen Horng},
  shorttitle = {Dodrio},
  booktitle = "Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations",
  year = {2021},
  address = "Online",
  publisher = "Association for Computational Linguistics",
  pages = "132--141",
  url = {https://zijie.wang/papers/dodrio/}
}

@article{wangCNNExplainerLearning2020,
  title = {{{CNN Explainer}}: {{Learning Convolutional Neural Networks}} with {{Interactive Visualization}}},
  shorttitle = {{{CNN Explainer}}},
  author = {Wang, Zijie J. and Turko, Robert and Shaikh, Omar and Park, Haekyu and Das, Nilaksh and Hohman, Fred and Kahng, Minsuk and Chau, Duen Horng},
  journal={IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  publisher={IEEE},
  year={2020},
  url={https://zijie.wang/papers/cnn-explainer/}
}

@inproceedings{wangPuttingHumansNatural2021,
  title = {Putting Humans in the Natural Language Processing Loop: {{A}} Survey},
  booktitle = {Proceedings of the First Workshop on Bridging Human{--}Computer Interaction and Natural Language Processing},
  author = {Wang, Zijie J. and Choi, Dongjin and Xu, Shenyu and Yang, Diyi},
  year = {2021},
  month = apr,
  pages = {47--52},
  publisher = {{Association for Computational Linguistics}},
  address = {{Online}},
  url = {https://zijie.wang/papers/human-in-the-loop-nlp/}
}

@article{freitasUnMaskAdversarialDetection2020,
  title = {{{UnMask}}: {{Adversarial Detection}} and {{Defense Through Robust Feature Alignment}}},
  shorttitle = {{{UnMask}}},
  author = {Freitas, Scott and Chen, Shang-Tse and Wang, Zijie J. and Chau, Duen Horng},
  year = {2020},
  archivePrefix = {arXiv},
  eprint = {2002.09576},
  eprinttype = {arxiv},
  journal = {arXiv:2002.09576}
}