87 citations · 168 across the 51 of their papers we have counts for
3 papers · 1 filter
Variable-Based Fault Localization via Enhanced Decision Tree
Jiajun Jiang, Yumeng Wang, Junjie Chen +2
Fault localization, aiming at localizing the root cause of the bug under repair, has been a longstanding research topic. Although many approaches have been proposed in the last dec…
Fuzzing Deep Learning Compilers with HirGen
Haoyang Ma, Qingchao Shen, Yongqiang Tian +2
Deep Learning (DL) compilers are widely adopted to optimize advanced DL models for efficient deployment on diverse hardware. Their quality has profound effect on the quality of com…
Toward Understanding Deep Learning Framework Bugs
Junjie Chen, Yihua Liang, Qingchao Shen +2
DL frameworks are the basis of constructing all DL programs and models, and thus their bugs could lead to the unexpected behaviors of any DL program or model relying on them. Such…