Projects
Things I do, including research, academic course projects, and miscellaneous interests.
Research
Research publications for fans of Machine Learning and Human-Computer Interaction.
Applying a state-of-the-art UI-to-code model to the WebUI dataset to produce high-fidelity, normalized web interfaces for ML research.
CHI EA, 2026
Measuring semantic accessibility violations that automated tools miss in LLM-generated web interfaces, using an LLM-as-judge approach.
CHI EA, 2026
A three-phase workflow model and authoring system that helps K-12 teachers create classroom exercises with AI.
CHI EA, 2026
MorphGUI enables end-users to reshape live graphical interfaces through natural language, powered by large language models.
IJHCS, 2026
Using LLMs to generate step-level guidance for math ITSs and improving adaptive personalization.
L@S, 2025
Comparing correctness and instructional quality of LLMs in algebra tutoring scenarios.
AIED, 2025
A pipeline to convert HTML into structured, Figma-compatible datasets for AI-driven UI design.
EICS Companion, 2025
Exploring multimodal transformers and new datasets to automate code generation from sketches and mockups.
PACM EICS, 2025
Studying sketch vs semantic-constrained prompts for UI mockup generation with AI.
IS-EUD, 2025
Examining how researchers adapt and integrate intelligent writing assistants in scientific writing.
CHI, 2025
A flow-based tool for designing deep learning models with hierarchical abstraction and interactive debugging.
IUI, 2025
Leverage visual and textual cues to interpret ambiguous home automation commands.
PUC, 2024
Empowering educators to create Intelligent Tutoring Systems through AI-assisted interface design.
L@S, 2024
Allowing developers from diverse backgrounds to visually create, train, and evaluate DL architectures.
EICS, 2023
Enabling website creation through natural language specifications, utilizing prompt-engineered LLMs to generate code outputs while preserving context.
IS-EUD, 2023
Transforming sketched GUIs into interactive prototypes, introducing a dictionary of visual symbols to indicate desired dynamic behaviors.
PAINT, 2022
Generating textual comparisons of financial time series using high-dimensional embeddings of related events, such as time series indicators, company balance sheets, and news.
ADBIS, 2022
Transforming sketched GUIs into interactive prototypes, incorporating reference styles.
EICS, 2022
Master Thesis
Financial Time Series Summarization 2021