Xuye Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Graph Representation

Human Cognitive

Computational Power

Top Venues

ACM Trans. Comput. Hum. Interact.

Publications

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 (2024)
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)
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 (2022)
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) (2022)
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 (2021)
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)
April Yi Wang, Dakuo Wang, Xuye Liu, Lingfei Wu
Graph-Augmented Code Summarization in Computational Notebooks. IJCAI (2021)
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)
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 (2021)
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)