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 | 136 | 2019 |
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 | 122 | 2021 |
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 | 53 | 2022 |
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 | 47 | 2021 |
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 | 47 | 2020 |
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 | 36 | 2018 |
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 | 33 | 2022 |
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 | 24 | 2022 |
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 | 24 | 2021 |
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 | 18 | 2021 |
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 | 16 | 2021 |
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 | 15 | 2020 |
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 | 12 | 2021 |
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 | 11 | 2022 |
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 | 6 | 2023 |
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 | 6 | 2021 |
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 | 5 | 2017 |
Graph-Augmented Code Summarization in Computational Notebooks. AY Wang, D Wang, X Liu, L Wu IJCAI, 5020-5023, 2021 | 2 | 2021 |
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 | 1 | 2022 |
Human-centered AI for data science: A systematic approach D Wang, X Ma, AY Wang arXiv preprint arXiv:2110.01108, 2021 | 1 | 2021 |