26 citations · 60 across the 12 of their papers we have counts for
3 papers · 2 filters
NoteEx: Interactive Visual Context Manipulation for LLM-Assisted Exploratory Data Analysis in Computational Notebooks
Mohammad Hasan Payandeh, Lin-Ping Yuan, Jian Zhao
Computational notebooks have become popular for Exploratory Data Analysis (EDA), augmented by LLM-based code generation and result interpretation. Effective LLM assistance hinges o…
NeuroSync: Intent-Aware Code-Based Problem Solving via Direct LLM Understanding Modification
Wenshuo Zhang, Leixian Shen, Shuchang Xu +4
Conversational LLMs have been widely adopted by domain users with limited programming experience to solve domain problems. However, these users often face misalignment between thei…
Code Shaping: Iterative Code Editing with Free-form AI-Interpreted Sketching
Ryan Yen, Jian Zhao, Daniel Vogel
We introduce the concept of code shaping, an interaction paradigm for editing code using free-form sketch annotations directly on top of the code and console output. To evaluate th…