Search Results for author: Chengnian Sun

Found 3 papers, 1 papers with code

Finding Deviated Behaviors of the Compressed DNN Models for Image Classifications

1 code implementation6 Dec 2021 Yongqiang Tian, Wuqi Zhang, Ming Wen, Shing-Chi Cheung, Chengnian Sun, Shiqing Ma, Yu Jiang

To this end, we propose DFLARE, a novel, search-based, black-box testing technique to automatically find triggering inputs that result in deviated behaviors in image classification tasks.

Image Classification Model Compression

EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In-Situ Code Search and Recommendation

no code implementations15 Dec 2021 Xingjun Li, Yizhi Zhang, Justin Leung, Chengnian Sun, Jian Zhao

This paper presents EDAssistant, a JupyterLab extension that supports EDA with in-situ search of example notebooks and recommendation of useful APIs, powered by novel interactive visualization of search results.

Code Search

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