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April Wang
April Wang
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How data scientists use computational notebooks for real-time collaboration
AY Wang, A Mittal, C Brooks, S Oney
Proceedings of the ACM on Human-Computer Interaction 3 (CSCW), 1-30, 2019
1362019
How ai developers overcome communication challenges in a multidisciplinary team: A case study
D Piorkowski, S Park, AY Wang, D Wang, M Muller, F Portnoy
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), 1-25, 2021
1192021
Documentation matters: Human-centered ai system to assist data science code documentation in computational notebooks
AY Wang, D Wang, J Drozdal, M Muller, S Park, JD Weisz, X Liu, L Wu, ...
ACM Transactions on Computer-Human Interaction 29 (2), 1-33, 2022
502022
Facilitating knowledge sharing from domain experts to data scientists for building nlp models
S Park, AY Wang, B Kawas, QV Liao, D Piorkowski, M Danilevsky
26th International Conference on Intelligent User Interfaces, 585-596, 2021
472021
Callisto: Capturing the" Why" by Connecting Conversations with Computational Narratives
AY Wang, Z Wu, C Brooks, S Oney
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020
472020
Mismatch of expectations: How modern learning resources fail conversational programmers
AY Wang, R Mitts, PJ Guo, PK Chilana
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018
362018
Telling stories from computational notebooks: Ai-assisted presentation slides creation for presenting data science work
C Zheng, D Wang, AY Wang, X Ma
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
332022
Diff in the loop: Supporting data comparison in exploratory data analysis
AY Wang, W Epperson, RA DeLine, SM Drucker
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
242022
What makes a well-documented notebook? a case study of data scientists’ documentation practices in kaggle
AY Wang, D Wang, J Drozdal, X Liu, S Park, S Oney, C Brooks
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
232021
HAConvGNN: Hierarchical attention based convolutional graph neural network for code documentation generation in Jupyter notebooks
X Liu, D Wang, A Wang, Y Hou, L Wu
arXiv preprint arXiv:2104.01002, 2021
172021
Themisto: Towards automated documentation generation in computational notebooks
AY Wang, D Wang, J Drozdal, M Muller, S Park, JD Weisz, X Liu, L Wu, ...
arXiv preprint arXiv:2102.12592, 2021
162021
Edcode: Towards personalized support at scale for remote assistance in cs education
Y Chen, J Herskovitz, G Matute, A Wang, SW Lee, WS Lasecki, S Oney
2020 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2020
152020
Puzzleme: Leveraging peer assessment for in-class programming exercises
AY Wang, Y Chen, JJY Chung, C Brooks, S Oney
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-24, 2021
122021
Strategies for reuse and sharing among data scientists in software teams
W Epperson, AY Wang, R DeLine, SM Drucker
Proceedings of the 44th International Conference on Software Engineering …, 2022
102022
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.
MJ Muller, AY Wang, SI Ross, JD Weisz, M Agarwal, K Talamadupula, ...
IUI Workshops, 2021
62021
Colaroid: A literate programming approach for authoring explorable multi-stage tutorials
AY Wang, A Head, AG Zhang, S Oney, C Brooks
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
52023
Social CheatSheet: An interactive community-curated information overlay for web applications
L Vermette, S Dembla, AY Wang, J McGrenere, PK Chilana
Proceedings of the ACM on Human-Computer Interaction 1 (CSCW), 1-19, 2017
52017
Graph-Augmented Code Summarization in Computational Notebooks.
AY Wang, D Wang, X Liu, L Wu
IJCAI, 5020-5023, 2021
22021
Improving Real-Time Collaborative Data Science Through Context-Aware Mechanisms
AY Wang
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2022
12022
Human-centered AI for data science: A systematic approach
D Wang, X Ma, AY Wang
arXiv preprint arXiv:2110.01108, 2021
12021
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