Zijie Jay Wang

@inproceedings{vermaOvercomingLanguageDisparity2022,
  title = {Overcoming {{Language Disparity}} in {{Online Content Classification}} with {{Multimodal Learning}}},
  booktitle = {Proceedings of the {{International AAAI Conference}} on {{Web}} and {{Social Media}}},
  author = {Verma, Gaurav and Mujumdar, Rohit and Wang, Zijie J. and De Choudhury, Munmun and Kumar, Srijan},
  year = {2022},
  month = may
}

@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{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}}
}

@inproceedings{leeMisVisExplainingWeb2022,
  title = {{{MisVis}}: {{Explaining Web Misinformation Connections}} via {{Visual Summary}}},
  shorttitle = {{{MisVis}}},
  booktitle = {{{CHI Conference}} on {{Human Factors}} in {{Computing Systems Extended Abstracts}}},
  author = {Lee, Seongmin and Afroz, Sadia and Park, Haekyu and Wang, Zijie J. and Shaikh, Omar and Sehgal, Vibhor and Peshin, Ankit and Chau, Duen Horng},
  year = {2022},
  month = apr,
  langid = {english}
}

@inproceeding{leeVisCUITVisualAuditor2022,
  title = {{{VisCUIT}}: {{Visual Auditor}} for {{Bias}} in {{CNN Image Classifier}}},
  shorttitle = {{{VisCUIT}}},
  booktitle = {IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR) Demo},
  author = {Lee, Seongmin and Wang, Zijie J. and Hoffman, Judy and Chau, Duen Horng},
  year = {2022},
  month = apr,
}

@article{wangGAMChangerEditing2021,
  title = {{{GAM Changer}}: {{Editing Generalized Additive Models}} with {{Interactive Visualization}}},
  shorttitle = {{{GAM Changer}}},
  author = {Wang, Zijie J. and Kale, Alex and Nori, Harsha and Stella, Peter and Nunnally, Mark and Chau, Duen Horng and Vorvoreanu, Mihaela and Vaughan, Jennifer Wortman and Caruana, Rich},
  year = {2021},
  month = dec,
  journal = {arXiv:2112.03245 [cs]},
  url = {https://interpret.ml/gam-changer}
  archiveprefix = {arXiv}
}

@article{dholeNLAugmenterFrameworkTaskSensitive2021,
  title = {{{NL-Augmenter}}: {{A Framework}} for {{Task-Sensitive Natural Language Augmentation}}},
  shorttitle = {{{NL-Augmenter}}},
  author = {Dhole, Kaustubh D. and Gangal, Varun and Gehrmann, Sebastian and Gupta, Aadesh and Li, Zhenhao and Mahamood, Saad and Mahendiran, Abinaya and Mille, Simon and Srivastava, Ashish and Tan, Samson and Wu, Tongshuang and {Sohl-Dickstein}, Jascha and Choi, Jinho D. and Hovy, Eduard and Dusek, Ondrej and Ruder, Sebastian and Anand, Sajant and Aneja, Nagender and Banjade, Rabin and Barthe, Lisa and Behnke, Hanna and {Berlot-Attwell}, Ian and Boyle, Connor and Brun, Caroline and Cabezudo, Marco Antonio Sobrevilla and Cahyawijaya, Samuel and Chapuis, Emile and Che, Wanxiang and Choudhary, Mukund and Clauss, Christian and Colombo, Pierre and Cornell, Filip and Dagan, Gautier and Das, Mayukh and Dixit, Tanay and Dopierre, Thomas and Dray, Paul-Alexis and Dubey, Suchitra and Ekeinhor, Tatiana and Di Giovanni, Marco and Gupta, Rishabh and Gupta, Rishabh and Hamla, Louanes and Han, Sang and {Harel-Canada}, Fabrice and Honore, Antoine and Jindal, Ishan and Joniak, Przemyslaw K. and Kleyko, Denis and Kovatchev, Venelin and Krishna, Kalpesh and Kumar, Ashutosh and Langer, Stefan and Lee, Seungjae Ryan and Levinson, Corey James and Liang, Hualou and Liang, Kaizhao and Liu, Zhexiong and Lukyanenko, Andrey and Marivate, Vukosi and {de Melo}, Gerard and Meoni, Simon and Meyer, Maxime and Mir, Afnan and Moosavi, Nafise Sadat and Muennighoff, Niklas and Mun, Timothy Sum Hon and Murray, Kenton and Namysl, Marcin and Obedkova, Maria and Oli, Priti and Pasricha, Nivranshu and Pfister, Jan and Plant, Richard and Prabhu, Vinay and Pais, Vasile and Qin, Libo and Raji, Shahab and Rajpoot, Pawan Kumar and Raunak, Vikas and Rinberg, Roy and Roberts, Nicolas and Rodriguez, Juan Diego and Roux, Claude and S., Vasconcellos P. H. and Sai, Ananya B. and Schmidt, Robin M. and Scialom, Thomas and Sefara, Tshephisho and Shamsi, Saqib N. and Shen, Xudong and Shi, Haoyue and Shi, Yiwen and Shvets, Anna and Siegel, Nick and Sileo, Damien and Simon, Jamie and Singh, Chandan and Sitelew, Roman and Soni, Priyank and Sorensen, Taylor and Soto, William and Srivastava, Aman and Srivatsa, KV Aditya and Sun, Tony and T, Mukund Varma and Tabassum, A. and Tan, Fiona Anting and Teehan, Ryan and Tiwari, Mo and Tolkiehn, Marie and Wang, Athena and Wang, Zijian and Wang, Gloria and Wang, Zijie J. and Wei, Fuxuan and Wilie, Bryan and Winata, Genta Indra and Wu, Xinyi and Wydma{\'n}ski, Witold and Xie, Tianbao and Yaseen, Usama and Yee, M. and Zhang, Jing and Zhang, Yue},
  year = {2021},
  month = dec,
  journal = {arXiv:2112.02721 [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/}
}

@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}
}