Proceedings of the 44th International Conference on Software Engineering

Log-based anomaly detection with deep learning

Van-Hoang Le, Hongyu Zhang · 2022 · 197 citations · Full text

Anomaly Detection, Machine Learning, Data Science +10

DeepTraLog

Chenxi Zhang, Xin Peng, Chaofeng Sha et al. · 2022 · 150 citations

Anomaly Detection, Machine Learning, Data Science +11

Using pre-trained models to boost code review automation

Rosalia Tufano, Simone Masiero, Antonio Mastropaolo et al. · 2022 · 144 citations

Llm Fine-tuning, Engineering, Machine Learning +16

Neural program repair with execution-based backpropagation

He Ye, Matías Martínez, Martin Monperrus · 2022 · 141 citations · Full text

Artificial Intelligence, Software Maintenance, Llm Fine-tuning +19

Natural attack for pre-trained models of code

Zhou Yang, Jieke Shi, Junda He et al. · 2022 · 140 citations · Full text