Jing Kai Siow

According to our database, Jing Kai Siow authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ratchet: Retrieval Augmented Transformer for Program Repair.

Jian Wang, Shangqing Liu, Xiaofei Xie, Jingkai Siow, Kui Liu, Yi Li

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

2023

GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search.

Shangqing Liu, Xiaofei Xie, Jing Kai Siow, Lei Ma, Guozhu Meng, Yang Liu

IEEE Trans. Software Eng., April, 2023

2022

Leveraging deep learning techniques to secure software development

Jing Kai Siow

PhD thesis, 2022

SPI: Automated Identification of Security Patches via Commits.

Yaqin Zhou, Jing Kai Siow, Chenyu Wang, Shangqing Liu, Yang Liu

ACM Trans. Softw. Eng. Methodol., 2022

Enhancing Security Patch Identification by Capturing Structures in Commits.

Bozhi Wu, Shangqing Liu, Ruitao Feng, Xiaofei Xie, Jing Kai Siow, Shang-Wei Lin

CoRR, 2022

Learning Program Semantics with Code Representations: An Empirical Study.

Jing Kai Siow, Shangqing Liu, Xiaofei Xie, Guozhu Meng, Yang Liu

Proceedings of the IEEE International Conference on Software Analysis, 2022

2021

GraphSearchNet: Enhancing GNNs via Capturing Global Dependency for Semantic Code Search.

Shangqing Liu, Xiaofei Xie, Lei Ma, Jing Kai Siow, Yang Liu

CoRR, 2021

Retrieval-Augmented Generation for Code Summarization via Hybrid GNN.

Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Automatic Code Summarization via Multi-dimensional Semantic Fusing in GNN.

Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu

CoRR, 2020

CORE: Automating Review Recommendation for Code Changes.

Jing Kai Siow, Cuiyun Gao, Lingling Fan, Sen Chen, Yang Liu

Proceedings of the 27th IEEE International Conference on Software Analysis, 2020

2019

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks.

Yaqin Zhou, Shangqing Liu, Jing Kai Siow, Xiaoning Du, Yang Liu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

AndroVault: Constructing Knowledge Graph from Millions of Android Apps for Automated Analysis.

Guozhu Meng, Yinxing Xue, Jing Kai Siow, Ting Su, Annamalai Narayanan, Yang Liu

CoRR, 2017