DeepVulSeeker: A novel vulnerability identification framework via code graph structure and pre-training mechanism

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Heterogeneous Graph Attention Network

Xiao Wang, Houye Ji, Chuan Shi et al. · 2019 · 2.9K citations · Full text

Computing, Computer Science, Heterogeneous Computing +13

CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Zhangyin Feng, Daya Guo, Duyu Tang et al. · 2020 · 2.4K citations · Full text

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PathSim

Yizhou Sun, Jiawei Han, Xifeng Yan et al. · Proceedings of the VLDB Endowment · 2011 · 1.9K citations

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CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Yue Wang, Weishi Wang, Shafiq Joty et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 1.3K citations · Full text

Computing, Computer Science, Computational Linguistics +13