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ICSE 2020
Wed 24 June - Thu 16 July 2020
Wed 8 Jul 2020 17:10 - 18:00 at SRC Poster Special Room - A305-SRC-Posters

The software quality and reliability has been proved to be important during the program development. There are many existing studies trying to help improve it on bug detection and automated program repair processes. However, each of them has its own limitation and the overall performance still have some improvement space. In this paper, we proposed a deep learning framework to improve the software quality and reliability on these two detect-fix processes. We used advanced code modeling and AI models to have some improvements on the state-of-the-art approaches. The evaluation results shows that our approach can have a relative improvement up to 206% on F-1 score when comparing with baselines on bug detection and can have a relative improvement up to 19.8 times on correct bug-fixing amount when comparing with baselines on automated program repair. These results can prove that our framework can have a outstanding performance on improving software quality and reliability in bug detection and automated program repair processes.

Wed 8 Jul
Times are displayed in time zone: (UTC) Coordinated Universal Time change

icse-2020-ACM-Student-Research-Competition
17:10 - 18:00: ACM Student Research Competition - A305-SRC-Posters at SRC Poster Special Room
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Yi LiNew Jersey Institute of Technology, USA
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Sohil Lal ShresthaThe University of Texas at Arlington
DOI Pre-print
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Zhenhao LiConcordia University
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Zihe SongThe University of Texas at Dallas
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Cristian AugustoUniversity of Oviedo
icse-2020-ACM-Student-Research-Competition17:10 - 18:00
Poster
Dong Jae KimConcordia University