Search Results - "2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE)" :: K.UTB vyhledávací portál

VulCNN: An Image-inspired Scalable Vulnerability Detection System

by Wu, Yueming, Zou, Deqing, Dou, Shihan, Yang, Wei, Xu, Duo, Jin, Hai
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Jigsaw: Large Language Models meet Program Synthesis

by Jain, Naman, Vaidyanath, Skanda, Iyer, Arun, Natarajan, Nagarajan, Parthasarathy, Suresh, Rajamani, Sriram, Sharma, Rahul
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Log-based Anomaly Detection with Deep Learning: How Far Are We?

by Le, Van-Hoang, Zhang, Hongyu
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Neural Program Repair with Execution-based Backpropagation

by Ye, He, Martinez, Matias, Monperrus, Martin
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Natural Attack for Pre-trained Models of Code

by Yang, Zhou, Shi, Jieke, He, Junda, Lo, David
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.01.2022)

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Using Pre-Trained Models to Boost Code Review Automation

by Tufano, Rosalia, Masiero, Simone, Mastropaolo, Antonio, Pascarella, Luca, Poshyvanyk, Denys, Bavota, Gabriele
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process

by Nahar, Nadia, Zhou, Shurui, Lewis, Grace, Kastner, Christian
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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TOGA: A Neural Method for Test Oracle Generation

by Dinella, Elizabeth, Ryan, Gabriel, Mytkowicz, Todd, Lahiri, Shuvendu K.
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning

by Zhang, Chenxi, Peng, Xin, Sha, Chaofeng, Zhang, Ke, Fu, Zhenqing, Wu, Xiya, Lin, Qingwei, Zhang, Dongmei
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code

by Wan, Yao, Zhao, Wei, Zhang, Hongyu, Sui, Yulei, Xu, Guandong, Jin, Hai
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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MVD: Memory-Related Vulnerability Detection Based on Flow-Sensitive Graph Neural Networks

by Cao, Sicong, Sun, Xiaobing, Bo, Lili, Wu, Rongxin, Li, Bin, Tao, Chuanqi
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large

by Biswas, Sumon, Wardat, Mohammad, Rajan, Hridesh
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations

by Niu, Changan, Li, Chuanyi, Ng, Vincent, Ge, Jidong, Huang, Liguo, Luo, Bin
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding

by Wang, Deze, Jia, Zhouyang, Li, Shanshan, Yu, Yue, Xiong, Yun, Dong, Wei, Liao, Xiangke
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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DEAR: A Novel Deep Learning-based Approach for Automated Program Repair

by Li, Yi, Wang, Shaohua, Nguyen, Tien N.
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source

by Wei, Anjiang, Deng, Yinlin, Yang, Chenyuan, Zhang, Lingming
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Green AI: Do Deep Learning Frameworks Have Different Costs?

by Georgiou, Stefanos, Kechagia, Maria, Sharma, Tushar, Sarro, Federica, Zou, Ying
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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Efficient Online Testing for DNN-Enabled Systems using Surrogate-Assisted and Many-Objective Optimization

by Haq, Fitash Ul, Shin, Donghwan, Briand, Lionel
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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CodeFill: Multi-token Code Completion by Jointly learning from Structure and Naming Sequences

by Izadi, Maliheh, Gismondi, Roberta, Gousios, Georgios
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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On the Evaluation of Neural Code Summarization

by Shi, Ensheng, Wang, Yanlin, Du, Lun, Chen, Junjie, Han, Shi, Zhang, Hongyu, Zhang, Dongmei, Sun, Hongbin
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)

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