activity
20172022
most citedDeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars

212 citations · 275 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.SE2020

Understanding Local Robustness of Deep Neural Networks under Natural Variations

Ziyuan Zhong, Yuchi Tian, Baishakhi Ray

Deep Neural Networks (DNNs) are being deployed in a wide range of settings today, from safety-critical applications like autonomous driving to commercial applications involving ima…

cs.SE2020★ 31 cited

Code Prediction by Feeding Trees to Transformers

Seohyun Kim, Jinman Zhao, Yuchi Tian +1

We advance the state-of-the-art in the accuracy of code prediction (next token prediction) used in autocomplete systems. First, we report that using the recently proposed Transform…