@inproceedings{devigneffectivevulnerabilityidentificati, title = {Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks}, author = {Yaqin Zhou and Shangqing Liu and JingKai Siow and Xiaoning Du and Yang Liu}, year = {2019}, booktitle = {NeurIPS 2019 12}, eprint = {1909.03496}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1909.03496v1}, }