4 papers
Automated Prefetching for Object Spatial Programming Using Temporal Trace Graphs
Baichuan Li, Jayanaka Dantanarayana, Savini Kashmira +2
Dependent database accesses can serialize application--database round trips on a request's critical path. Planning across traversal steps requires knowing both which relationships…
AutoTour: Automatic Photo Tour Guide with Smartphones and LLMs
Huatao Xu, Zihe Liu, Zilin Zeng +2
We present AutoTour, a system that enhances user exploration by automatically generating fine-grained landmark annotations and descriptive narratives for photos captured by users.…
It's Not Just Labeling -- A Research on LLM Generated Feedback Interpretability and Image Labeling Sketch Features
Baichuan Li, Larry Powell, Tracy Hammond
The quality of training data is critical to the performance of machine learning applications in domains like transportation, healthcare, and robotics. Accurate image labeling, howe…
MTP: A Meaning-Typed Language Abstraction for AI-Integrated Programming
Jayanaka L. Dantanarayana, Yiping Kang, Kugesan Sivasothynathan +6
Software development is shifting from traditional programming to AI-integrated applications that leverage generative AI and large language models (LLMs) during runtime. However, in…