Zijie Jay Wang

@article{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 59th Annual Meeting of the Association for Computational Linguistics: System Demonstrations",
  year = {2021},
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = {https://zijie.wang/papers/dodrio/}
}

@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{park2021skeletonvis,
  title={SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models},
  author={Park, Haekyu and Wang, Zijie J. and Das, Nilaksh and Paul, Anindya S. and Perumalla, Pruthvi and Zhou, Zhiyan and Chau, Duen Horng},
  booktitle={AAAI, Demo},
  year={2021}
}

@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/}
}

@article{dasBluffInteractivelyDeciphering2020,
  title={Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks},
  author={Das, Nilaksh and Park, Haekyu and Wang, Zijie J and Hohman, Fred and Firstman, Robert and Rogers, Emily and Chau, Duen Horng},
  booktitle={IEEE Visualization Conference (VIS)},
  publisher={IEEE},
  year={2020}
}

@article{wrightComparativeAnalysisIndustry2020,
  title = {A {{Comparative Analysis}} of {{Industry Human}}-{{AI Interaction Guidelines}}},
  author = {Wright, Austin P. and Wang, Zijie J. and Park, Haekyu and Guo, Grace and Sperrle, Fabian and {El-Assady}, Mennatallah and Endert, Alex and Keim, Daniel and Chau, Duen Horng},
  year = {2020},
  month = oct,
  eprint = {2010.11761},
  journal = {arXiv:2010.11761}
}

@article{saad-falconMappingResearchersPeopleMap2020,
  title = {Mapping {{Researchers}} with {{PeopleMap}}},
  author = {{Saad-Falcon}, Jon and Shaikh, Omar and Wang, Zijie J. and Wright, Austin P. and Richardson, Sasha and Chau, Duen Horng},
  year = {2020},
  journal = {Poster, IEEE Visualization Conference (VIS)}
}

@article{liArgoLiteOpenSource2020,
  title={Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers},
  author={Li, Siwei and Zhou, Zhiyan and Upadhayay, Anish and Shaikh, Omar and Freitas, Scott and Park, Haekyu and Wang, Zijie J and Routray, Susanta and Hull, Matthew and Chau, Duen Horng},
  booktitle={Proceedings of the International Conference on Information and Knowledge Management},
  year={2020},
  organization={ACM}
}

@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}
}

@inproceedings{das2020massif,
  title={Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning},
  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},
  booktitle={Proceedings of the 2020 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
  publisher={ACM},
  year={2020}
}

@inproceedings{wangCNN101Interactive2020,
  title = {{{CNN}} 101: {{Interactive}} Visual Learning for Convolutional Neural Networks},
  booktitle = {Extended Abstracts of the 2020 {{CHI}} Conference on Human Factors in Computing Systems},
  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},
  year = {2020},
  publisher = {{ACM}},
  place = {{Honolulu, HI, USA}}
}

@article{wang_classifying_2019,
  title = {Classifying {T} cell activity in autofluorescence intensity images with convolutional neural networks},
  issn = {1864-063X, 1864-0648},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/jbio.201960050},
  doi = {10.1002/jbio.201960050},
  language = {en},
  urldate = {2020-01-12},
  journal = {Journal of Biophotonics},
  author = {Wang, Zijie J. and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  month = dec,
  year = {2019}
}

@inproceedings{wang_classifying_poster_2019,
  title = {Classifying {T} cell activity with convolutional neural networks},
  language = {en},
  conference = {International Society for Computational Biology Great Lakes Bioinformatics Conference},
  author = {Wang, Zijie J. and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  year = {2019}
}

@inproceedings{wang_using_poster_2018,
  title = {Using Transfer Learning to Classify Breast Cancer Cells with Fluorescence Imaging},
  language = {en},
  conference = {University of Wisconsin–Madison Undergraduate Symposium},
  author = {Wang, Zijie J. and Heaster, Tiffany M. and Yin, Quan and Walsh, Alex J. and Skala, Melissa C. and Gitter, Anthony},
  year = {2018}
}