April Yi Wang

Orcid: 0000-0001-8724-4662

According to our database1, April Yi Wang authored at least 25 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
"Don't Step on My Toes": Resolving Editing Conflicts in Real-Time Collaboration in Computational Notebooks.
CoRR, 2024

Human-Notebook Interactions: The CHI of Computational Notebooks.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design.
Proceedings of the Designing Interactive Systems Conference, 2024

2023
Colaroid: A Literate Programming Approach for Authoring Explorable Multi-Stage Tutorials.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks.
ACM Trans. Comput. Hum. Interact., 2022

Improving Real-Time Collaborative Data Science Through Context-Aware Mechanisms.
Proceedings of the 2022 IEEE Symposium on Visual Languages and Human-Centric Computing, 2022

Strategies for Reuse and Sharing among Data Scientists in Software Teams.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
PuzzleMe: Leveraging Peer Assessment for In-Class Programming Exercises.
Proc. ACM Hum. Comput. Interact., 2021

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study.
Proc. ACM Hum. Comput. Interact., 2021

Human-Centered AI for Data Science: A Systematic Approach.
CoRR, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.
CoRR, 2021

Themisto: Towards Automated Documentation Generation in Computational Notebooks.
CoRR, 2021

Facilitating Knowledge Sharing from Domain Experts to Data Scientists for Building NLP Models.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.
Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Graph-Augmented Code Summarization in Computational Notebooks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

What Makes a Well-Documented Notebook? A Case Study of Data Scientists' Documentation Practices in Kaggle.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
EdCode: Towards Personalized Support at Scale for Remote Assistance in CS Education.
Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing, 2020

Callisto: Capturing the "Why" by Connecting Conversations with Computational Narratives.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
How Data Scientists Use Computational Notebooks for Real-Time Collaboration.
Proc. ACM Hum. Comput. Interact., 2019

Designing Curated Conversation-Driven Explanations for Communicating Complex Technical Concepts.
Proceedings of the 2019 IEEE Symposium on Visual Languages and Human-Centric Computing, 2019

2018
Mismatch of Expectations: How Modern Learning Resources Fail Conversational Programmers.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Social CheatSheet: An Interactive Community-Curated Information Overlay for Web Applications.
Proc. ACM Hum. Comput. Interact., 2017


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