Retrieval-augmented generation for code summarization via hybrid GNN

by LIU, Shangqing, CHEN, Yu, XIE, Xiaofei, SIOW, Jingkai, LIU, Yang
Published 2021

GraphSearchNet: enhancing GNNs via capturing global dependencies for semantic code search

by Liu, Shangqing, Xie, Xiaofei, Siow, Jingkai, Ma, Lei, Meng, Guozhu, Liu, Yang
Published 2023

Enhancing security patch identification by capturing structures in commits

by WU, Bozhi, LIU, Shangqing, FENG, Ruitao, XIE, Xiaofei, SIOW, Jingkai, LIN, Shang-Wei
Published 2022

RATCHET : Retrieval augmented transformer for program repair

by WANG, Jian, LIU, Shangqing, XIE, Xiaofei, KAI, Siow Jingkai, LIU, Kui, LI, Yi
Published 2024