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Veronika Thost | Giacomo Domeniconi | Geert Janssen | Mihir Choudhury | Ulrich Finkler | David S. Kung | Jie Chen | Julian Dolby | Saurabh Pujar | Wei Zhang | Luca Buratti | Ruchir Puri | Vladmir Zolotov | Lindsey Decker | Jie Chen | G. Janssen | Wei Zhang | M. Choudhury | Veronika Thost | Ruchi Puri | Giacomo Domeniconi | Julian Dolby | Ulrich Finkler | Saurabh Pujar | Luca Buratti | Vladmir Zolotov | Lindsey Decker | Vladmir A. Zolotov
[1] Zheng Wang,et al. Machine Learning in Compiler Optimization , 2018, Proceedings of the IEEE.
[2] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.
[3] Koushik Sen,et al. Aroma: code recommendation via structural code search , 2018, Proc. ACM Program. Lang..
[4] Xiao-Ming Wu,et al. Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning , 2018, AAAI.
[5] Jie Chen,et al. Directed Acyclic Graph Neural Networks , 2021, ICLR.
[6] Wojciech Zaremba,et al. Evaluating Large Language Models Trained on Code , 2021, ArXiv.
[7] Charles A. Sutton,et al. Mining source code repositories at massive scale using language modeling , 2013, 2013 10th Working Conference on Mining Software Repositories (MSR).
[8] Denys Poshyvanyk,et al. SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair , 2018, IEEE Transactions on Software Engineering.
[9] J. Leskovec,et al. Open Graph Benchmark: Datasets for Machine Learning on Graphs , 2020, NeurIPS.
[10] Shangqing Liu,et al. Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks , 2019, NeurIPS.
[11] Martin T. Vechev,et al. Probabilistic model for code with decision trees , 2016, OOPSLA.
[12] Justin Emile Gottschlich,et al. MISIM: A Novel Code Similarity System. , 2020 .
[13] George Kurian,et al. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation , 2016, ArXiv.
[14] Percy Liang,et al. Break-It-Fix-It: Unsupervised Learning for Program Repair , 2021, ICML.
[15] Neel Sundaresan,et al. CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation , 2021, NeurIPS Datasets and Benchmarks.
[16] Torsten Hoefler,et al. Neural Code Comprehension: A Learnable Representation of Code Semantics , 2018, NeurIPS.
[17] Tao Wang,et al. TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing , 2014, ArXiv.
[18] Veronika Thost,et al. Exploring Software Naturalness through Neural Language Models , 2020, ArXiv.
[19] Gabriele Bavota,et al. An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural Machine Translation , 2018, ACM Trans. Softw. Eng. Methodol..
[20] Terence Parr,et al. The Definitive ANTLR 4 Reference , 2013 .
[21] Marc Brockschmidt,et al. CodeSearchNet Challenge: Evaluating the State of Semantic Code Search , 2019, ArXiv.
[22] Yunhui Zheng,et al. D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis , 2021, 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP).
[23] Natalia Gimelshein,et al. PyTorch: An Imperative Style, High-Performance Deep Learning Library , 2019, NeurIPS.
[24] Rahul Gupta,et al. DeepFix: Fixing Common C Language Errors by Deep Learning , 2017, AAAI.
[25] Hitesh Sajnani,et al. Large-Scale Code Clone Detection , 2016 .
[26] 有隆 渡部. オンラインジャッジの開発と運用 -Aizu Online Judge- , 2015 .
[27] Jure Leskovec,et al. How Powerful are Graph Neural Networks? , 2018, ICLR.
[28] Pushmeet Kohli,et al. Graph Matching Networks for Learning the Similarity of Graph Structured Objects , 2019, ICML.
[29] Guillaume Lample,et al. Unsupervised Machine Translation Using Monolingual Corpora Only , 2017, ICLR.
[30] Alvin Cheung,et al. Mapping Language to Code in Programmatic Context , 2018, EMNLP.
[31] Xiaocheng Feng,et al. CodeBERT: A Pre-Trained Model for Programming and Natural Languages , 2020, EMNLP.
[32] Muhammad Ahsan Latif,et al. Cyber Security Threats Detection in Internet of Things Using Deep Learning Approach , 2019, IEEE Access.
[33] Premkumar T. Devanbu,et al. A Survey of Machine Learning for Big Code and Naturalness , 2017, ACM Comput. Surv..
[34] Dawn Xiaodong Song,et al. Tree-to-tree Neural Networks for Program Translation , 2018, NeurIPS.
[35] John Grundy,et al. A Survey on Deep Learning for Software Engineering , 2020, ACM Comput. Surv..
[36] Miltiadis Allamanis,et al. The adverse effects of code duplication in machine learning models of code , 2018, Onward!.
[37] Jan Eric Lenssen,et al. Fast Graph Representation Learning with PyTorch Geometric , 2019, ArXiv.
[38] Guillaume Lample,et al. Unsupervised Translation of Programming Languages , 2020, NeurIPS.