1 code implementation • 4 Nov 2021 • Shangqing Liu, Xiaofei Xie, JingKai Siow, Lei Ma, Guozhu Meng, Yang Liu
Specifically, we propose to construct graphs for the source code and queries with bidirectional GGNN (BiGGNN) to capture the local structural information of the source code and queries.
1 code implementation • ICLR 2021 • Shangqing Liu, Yu Chen, Xiaofei Xie, JingKai Siow, Yang Liu
However, automatic code summarization is challenging due to the complexity of the source code and the language gap between the source code and natural language summaries.
no code implementations • 20 Dec 2019 • JingKai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, Yang Liu
The hinge of accurate code review suggestion is to learn good representations for both code changes and reviews.
2 code implementations • NeurIPS 2019 • Yaqin Zhou, Shangqing Liu, JingKai Siow, Xiaoning Du, Yang Liu
Vulnerability identification is crucial to protect the software systems from attacks for cyber security.