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Max Lin

3 accepted papers

2024

UINav: A Practical Approach to Train On-Device Automation Agents

NAACL 2024industry

Automation systems that can autonomously drive application user interfaces to complete user tasks are of great benefit, especially when users are situationally or permanently impaired. Prior automation systems do not produce generalizable models while AI-based automation agents work reliably only in…

Cited by 6SourcePDFScholar
2021

SpreadsheetCoder: Formula Prediction from Semi-structured Context

ICML 2021spotlight

Spreadsheet formula prediction has been an important program synthesis problem with many real-world applications. Previous works typically utilize input-output examples as the specification for spreadsheet formula synthesis, where each input-output pair simulates a separate row in the spreadsheet. H…