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

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

4 November 2021

Yang Liu

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Papers citing "GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search"

16 / 16 papers shown

Title
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavaš Kristian Kersting Iryna Gurevych AAML SyDa 94 2 0 27 Mar 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 111 0 0 24 Feb 2025
DeMuVGN: Effective Software Defect Prediction Model by Learning Multi-view Software Dependency via Graph Neural Networks Yu Qiao Lina Gong Yu Zhao Yansen Wang Mingqiang Wei 139 0 0 25 Oct 2024
Enhancing Code Vulnerability Detection via Vulnerability-Preserving Data Augmentation Shangqing Liu Wei Ma Jian-Xun Wang Xiaofei Xie Rui-Lin Feng Yang Liu AAML 64 7 0 15 Apr 2024
Analyzing the Performance of Large Language Models on Code Summarization Rajarshi Haldar Julia Hockenmaier 73 19 0 10 Apr 2024
CONCORD: Towards a DSL for Configurable Graph Code Representation M. Saad Tushar Sharma 117 2 0 31 Jan 2024
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We? Weisong Sun Chunrong Fang Yun Miao Yudu You Mengzhe Yuan ... Quanjun Zhang An Guo Xiang Chen Yang Liu Zhenyu Chen 110 6 0 01 Dec 2023
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Yingwei Ma Yue Yu Shanshan Li Yu Jiang Yong Guo Yuanliang Zhang Yutao Xie Xiangke Liao 76 6 0 16 Oct 2023
CodeLens: An Interactive Tool for Visualizing Code Representations Yuejun Guo Seifeddine Bettaieb Qiang Hu Yves Le Traon Qian Tang 54 0 0 27 Jul 2023
Backdooring Neural Code Search Weisong Sun Yuchen Chen Guanhong Tao Chunrong Fang Xiangyu Zhang Quanjun Zhang Bin Luo SILM 71 19 0 27 May 2023
LMs: Understanding Code Syntax and Semantics for Code Analysis Wei Ma Shangqing Liu Zhihao Lin Wenhan Wang Q. Hu Ye Liu Cen Zhang Liming Nie Li Li Yang Liu 124 16 0 20 May 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search Jie M. Zhang Wei Ma Q. Hu Shangqing Liu Xiaofei Xie Yves Le Traon Yang Liu AAML 84 7 0 10 May 2023
Learning Program Representations with a Tree-Structured Transformer Wenhan Wang Kechi Zhang Ge Li Shangqing Liu Anran Li Zhi Jin Yang Liu 73 5 0 18 Aug 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 48 35 0 19 Jul 2022
NS3: Neuro-Symbolic Semantic Code Search Shushan Arakelyan Anna Hakhverdyan Miltiadis Allamanis Luis Garcia Christophe Hauser Xiang Ren 135 9 0 21 May 2022
Learning Program Semantics with Code Representations: An Empirical Study J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 66 43 0 22 Mar 2022