1 code implementation • 13 Nov 2023 • Xiaohu Du, Ming Wen, Zichao Wei, Shangwen Wang, Hai Jin
Although several approaches have been proposed to generate adversarial examples for PTMC, the effectiveness and efficiency of such approaches, especially on different code intelligence tasks, has not been well understood.
no code implementations • 2 Aug 2022 • Meiziniu Li, Jialun Cao, Yongqiang Tian, Tsz On Li, Ming Wen, Shing-Chi Cheung
Techniques have been proposed to generate various DL models and apply them to test these libraries.
1 code implementation • 4 May 2022 • Jialun Cao, Meiziniu Li, Xiao Chen, Ming Wen, Yongqiang Tian, Bo Wu, Shing-Chi Cheung
Besides, for fault localization, DeepFD also outperforms the existing works, correctly locating 42% faulty programs, which almost doubles the best result (23%) achieved by the existing works.
no code implementations • 18 Jan 2022 • Haidong Wang, Zhiyong Li, Yaping Li, Ke Nai, Ming Wen
The feature difference between current candidate detections and historical tracklets makes the object association much harder.
1 code implementation • 6 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.
2 code implementations • 3 Dec 2020 • Jialun Cao, Meiziniu Li, Yeting Li, Ming Wen, Shing-Chi Cheung
SemMT applies round-trip translation and measures the semantic similarity between the original and translated sentences.
no code implementations • 6 Sep 2019 • Yongqiang Tian, Shiqing Ma, Ming Wen, Yepang Liu, Shing-Chi Cheung, Xiangyu Zhang
The corresponding rate for the object detection models is over 8. 5%.
no code implementations • 13 Dec 2018 • Shangwen Wang, Ming Wen, Xiaoguang Mao, Deheng Yang
Our findings show that: 1) Mockito bugs are not more complex for repairing compared with bugs from other projects; 2) the bugs repaired by the state-of-the-art tools share the same repair patterns compared with those patterns required to repair Mockito bugs; however, 3) the state-of-the-art tools perform poorly on Mockito bugs (Nopol can only correctly fix one bug while SimFix and CapGen cannot fix any bug in Mockito even if all the buggy locations have been exposed).
Software Engineering