Publications

Xuye Liu, Dakuo Wang, April Wang, Lingfei Wu (2021). HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks. arXiv preprint arXiv:2104.01002.

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Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Shuai Ma, Mo Yu, Xiaojuan Ma, Hongan Wang (2021). CASS: Towards Building a Social-Support Chatbot for Online Health Community. Proceedings of the CSCW'21.

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Dakuo Wang, Josh Andres, Justin Weisz, Erick Oduor, Casey Dugan (2021). AutoDS: Towards Human-Centered Automation of Data Science. Proceeding of CHI'21.

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Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, Feng Tian (2021). " Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment. Proceedings of the CHI'21.

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April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael Muller, Soya Park, Justin D Weisz, Xuye Liu, Lingfei Wu, Casey Dugan (2021). Themisto: Towards Automated Documentation Generation in Computational Notebooks. arXiv preprint arXiv:2102.12592.

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Dakuo Wang, Q Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael Muller, Lisa Amini (2021). How Much Automation Does a Data Scientist Want?. arXiv preprint arXiv:2101.03970.

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Xiangmin Fan, Daren Chao, Zhan Zhang, Dakuo Wang, Xiaohua Li, Feng Tian (2021). Utilization of Self-Diagnosis Health Chatbots in Real-World Settings: Case Study. Journal of Medical Internet Research.

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Yi Sun, Abel Valente, Sijia Liu, Dakuo Wang (2021). Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation. arXiv preprint arXiv:2103.13944.

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Shweta Narkar, Yunfeng Zhang, Q Vera Liao, Dakuo Wang, Justin Weisz (2021). Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML. Proceedings of the ACM IUI.

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David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael Muller, Felix Portnoy (2021). How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study. Proceeding of CSCW'21.

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Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel Valente, Dakuo Wang, Alexandre Evfimievski, Sairam Gurajada, Ban Kawas, Cristiano Malossi, others (2021). AutoText: An End-to-End AutoAI Framework for Text. AAAI.

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Ying Xu, Dakuo Wang, Penelope Collins, Hyelim Lee, Mark Warschauer (2020). Same benefits, different communication patterns: Comparing Children's reading with a conversational agent vs. a human partner. Computers & Education.

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Jaimie Drozdal, Justin Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael Muller, Lin Ju, Hui Su (2020). Trust in automl: Exploring information needs for establishing trust in automated machine learning systems. Proceedings of the 25th International Conference on Intelligent User Interfaces.

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Parikshit Ram, Sijia Liu, Deepak Vijaykeerthi, Dakuo Wang, Djallel Bouneffouf, Greg Bramble, Horst Samulowitz, Alexander G Gray (2020). Solving Constrained CASH Problems with ADMM. arXiv preprint arXiv:2006.09635.

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Florian'Floyd' Mueller, Pedro Lopes, Paul Strohmeier, Wendy Ju, Caitlyn Seim, Martin Weigel, Suranga Nanayakkara, Marianna Obrist, Zhuying Li, Joseph Delfa, others (2020). Next Steps in Human-Computer Integration. CHI 2020.

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Zhan Zhang, Yegin Genc, Aiwen Xing, Dakuo Wang, Xiangmin Fan, Daniel Citardi (2020). Lay individuals' perceptions of artificial intelligence (AI)-empowered healthcare systems. Proceedings of the Association for Information Science and Technology.

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Amy X Zhang, Michael Muller, Dakuo Wang (2020). How do Data Science Workers Collaborate? Roles, Workflows, and Tools. Proceedings of the ACM on Human-Computer Interaction.

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Dakuo Wang, Elizabeth Churchill, Pattie Maes, Xiangmin Fan, Ben Shneiderman, Yuanchun Shi, Qianying Wang (2020). From Human-Human Collaboration to Human-AI Collaboration: Designing AI Systems That Can Work Together with People. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems.

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Xiangmin Fan, Junfeng Yao, Huawei Tu, Dakuo Wang (2020). Chinese CHI 2020 Workshop. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems.

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Daniel Karl I Weidele, Justin D Weisz, Erick Oduor, Michael Muller, Josh Andres, Alexander Gray, Dakuo Wang (2020). AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates. Proceedings of the 25th International Conference on Intelligent User Interfaces.

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Dakuo Wang, Parikshit Ram, Daniel Karl I Weidele, Sijia Liu, Michael Muller, Justin D Weisz, Abel Valente, Arunima Chaudhary, Dustin Torres, Horst Samulowitz, others (2020). AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop. Proceedings of the 25th International Conference on Intelligent User Interfaces Companion.

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Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander Gray (2020). An ADMM based framework for automl pipeline configuration. Proceedings of the AAAI Conference on Artificial Intelligence.

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Feng Tian, Xiangmin Fan, Junjun Fan, Yicheng Zhu, Jing Gao, Dakuo Wang, Xiaojun Bi, Hongan Wang (2019). What Can Gestures Tell? Detecting Motor Impairment in Early Parkinson's from Common Touch Gestural Interactions. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems.

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Dakuo Wang, Haoyu Wang, Mo Yu, Zahra Ashktorab, Ming Tan (2019). Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat. arXiv preprint arXiv:1906.01756.

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Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu (2019). Out-of-Domain Detection for Low-Resource Text Classification Tasks. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).

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Dakuo Wang, Justin D Weisz, Michael Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla Tausczik, Horst Samulowitz, Alexander Gray (2019). Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI. Proceedings of the ACM on Human-Computer Interaction.

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Yaoli Mao, Dakuo Wang, Michael Muller, Kush R Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilović (2019). How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?. Proceedings of the ACM on Human-Computer Interaction.

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Michael Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q Vera Liao, Casey Dugan, Thomas Erickson (2019). How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems.

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Feng Tian, Xiangshi Ren, Xiangmin Fan, Wei Li, Haipeng Mi, Tun Lu, Chun Yu, Dakuo Wang (2019). HCI in China: Research Agenda, Education Curriculum, Industry Partnership, and Communities Building. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems.

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Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar (2019). Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers. arXiv preprint arXiv:1902.01030.

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Richard Jacques, Asbjørn Følstad, Elizabeth Gerber, Jonathan Grudin, Ewa Luger, Andrés Monroy-Hernández, Dakuo Wang (2019). Conversational agents: Acting on the wave of research and development. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems.

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Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar, Xiaoxiao Guo, Shiyu Chang, Mo Yu (2019). Context-Aware Conversation Thread Detection in Multi-Party Chat. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).

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Jenell Krishnan, Andrew Cusimano, Dakuo Wang, Soobin Yim (2018). Writing together: Online synchronous collaboration in middle school. Journal of Adolescent & Adult Literacy.

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Haodan Tan, Dakuo Wang, Selma Sabanovic (2018). Projecting Life Onto Robots: The Effects of Cultural Factors and Design Type on Multi-Level Evaluations of Robot Anthropomorphism. 2018 27th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN).

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Jing Gao, Feng Tian, Junjun Fan, Dakuo Wang, Xiangmin Fan, Yicheng Zhu, Shuai Ma, Jin Huang, Hongan Wang (2018). Implicit Detection of Motor Impairment in Parkinson's Disease from Everyday Smartphone Interactions. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems.

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Ameneh Shamekhi, Q Vera Liao, Dakuo Wang, Rachel KE Bellamy, Thomas Erickson (2018). Face Value? Exploring the Effects of Embodiment for a Group Facilitation Agent. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems.

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Q Vera Liao, Muhammed Mas-ud Hussain, Praveen Chandar, Matthew Davis, Yasaman Khazaeni, Marco Patricio Crasso, Dakuo Wang, Michael Muller, N Sadat Shami, Werner Geyer (2018). All Work and No Play?. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems.

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Dakuo Wang, Haodan Tan, Tun Lu (2017). Why Users Do Not Want to Write Together When They Are Writing Together: Users’ Rationales for Today’s Collaborative Writing Practices. Proc. ACM Hum.-Comput. Interact.

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Soobin Yim, Dakuo Wang, Judith Olson, Viet Vu, Mark Warschauer (2017). Synchronous Collaborative Writing in the Classroom: Undergraduates' Collaboration Practices and their Impact on Writing Style, Quality, and Quantity. Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing.

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Judith S Olson, Dakuo Wang, Gary M Olson, Jingwen Zhang (2017). How people write together now: Beginning the investigation with advanced undergraduates in a project course. ACM Transactions on Computer-Human Interaction (TOCHI).

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Youyang Hou, Dakuo Wang (2017). Hacking with NPOs: Collaborative Analytics and Broker Roles in Civic Data Hackathons. Proc. ACM Hum.-Comput. Interact.

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Dakuo Wang (2016). How people write together now: Exploring and supporting today's computer-supported collaborative writing. Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion.

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Dakuo Wang (2016). Exploring and Supporting Today's Collaborative Writing. Proceedings of the 2016 CHI conference extended abstracts on human factors in computing systems.

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Dakuo Wang, Youyang Hou, Lin Luo, Yingxin Pan (2016). Answerer engagement in an enterprise social question & answering system. IConference 2016 Proceedings.

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Dakuo Wang, Gloria Mark (2015). Internet censorship in China: Examining user awareness and attitudes. ACM Transactions on Computer-Human Interaction (TOCHI).

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Dakuo Wang, Judith S Olson, Jingwen Zhang, Trung Nguyen, Gary M Olson (2015). How students collaboratively write using Google Docs. iConference 2015 Proceedings.

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Dakuo Wang, Judith S Olson, Jingwen Zhang, Trung Nguyen, Gary M Olson (2015). DocuViz: visualizing collaborative writing. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems.

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