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Toby Li's Projects

chi2017demo icon chi2017demo

Demo of CHI 2017 paper: "Interaction Proxies for Runtime Repair and Enhancement of Mobile Application Accessibility"

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

gabriel icon gabriel

Cognitive assistance with Google Glass

screen2vec icon screen2vec

Screen2Vec is a new self-supervised technique for generating more comprehensive semantic embeddings of GUI screens and components using their textual content, visual design and layout patterns, and app meta-data.

snanalyzer icon snanalyzer

A simulator for social network privacy research: simulate the history sniffing attacks and history poisoning defenses

sugilite_development icon sugilite_development

SUGILITE is a new programming-by-demonstration (PBD) system that enables users to create automation on smartphones. SUGILITE uses Android’s accessibility API to support automating arbitrary tasks in any Android app (or even across multiple apps). When the user gives verbal commands that SUGILITE does not know how to execute, the user can demonstrate by directly manipulating the regular apps’ user interface. By leveraging the verbal instructions, the demonstrated procedures, and the apps’ UI hierarchy structures, SUGILITE can automatically generalize the script from the recorded actions, so SUGILITE learns how to perform tasks with different variations and parameters from a single demonstration. Extensive error handling and context checking support forking the script when new situations are encountered, and provide robustness if the apps change their user interface. Our lab study suggests that users with little or no programming knowledge can successfully automate smartphone tasks using SUGILITE.

tranx icon tranx

A general-purpose neural semantic parser for mapping natural language queries into machine executable code

wikibrain icon wikibrain

The WikiBrain Java library enables researchers and developers to incorporate state-of-the-art Wikipedia-based algorithms and technologies in a few lines of code.

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