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2020 – today
- 2024
[i3]Xuye Liu, Annie Sun, Pengcheng An, Tengfei Ma, Jian Zhao:
Influencer: Empowering Everyday Users in Creating Promotional Posts via AI-infused Exploration and Customization. CoRR abs/2407.14928 (2024)- 2023
- [c5]Fengjie Wang
, Xuye Liu, Oujing Liu, Ali Neshati, Tengfei Ma, Min Zhu, Jian Zhao:
Slide4N: Creating Presentation Slides from Computational Notebooks with Human-AI Collaboration. CHI 2023: 364:1-364:18 - 2022
- [j2]Qi Lin, Yuli Zhou, Siyuan Shi, Yujuan Zhang, Shaoli Yin, Xuye Liu, Qihui Peng, Shaoting Huang, Yitao Jiang, Chen Cui, Ruilian She, Jinfeng Xu, Fajin Dong:
How much can AI see in early pregnancy: A multi-center study of fetus head characterization in week 10-14 in ultrasound using deep learning. Comput. Methods Programs Biomed. 226: 107170 (2022) - [j1]April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan:
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks. ACM Trans. Comput. Hum. Interact. 29(2): 17:1-17:33 (2022) - 2021
- [c4]April Yi Wang, Dakuo Wang, Jaimie Drozdal, Xuye Liu, Soya Park, Steve Oney, Christopher Brooks:
What Makes a Well-Documented Notebook? A Case Study of Data Scientists' Documentation Practices in Kaggle. CHI Extended Abstracts 2021: 445:1-445:7 - [c3]Xuye Liu, Dakuo Wang, April Yi Wang, Yufang Hou, Lingfei Wu:
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks. EMNLP (Findings) 2021: 4473-4485 - [c2]April Yi Wang, Dakuo Wang, Xuye Liu, Lingfei Wu:
Graph-Augmented Code Summarization in Computational Notebooks. IJCAI 2021: 5020-5023 - [c1]Michael J. Muller, April Yi Wang, Steven I. Ross, Justin D. Weisz, Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, John T. Richards, Jaimie Drozdal, Xuye Liu, David Piorkowski, Dakuo Wang:
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks. IUI Workshops 2021 - [i2]April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan:
Themisto: Towards Automated Documentation Generation in Computational Notebooks. CoRR abs/2102.12592 (2021) - [i1]Xuye Liu, Dakuo Wang, April Yi Wang, Lingfei Wu:
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks. CoRR abs/2104.01002 (2021)
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