Jingfei Chang

PathPair2Vec: An AST path pair-based code representation method for defect prediction

Ke Shi, Yang Lu, Jingfei Chang et al. · Journal of Computer Languages · 2020 · 61 citations

Software Maintenance, Mutation-based Testing, Engineering +12

Automatic channel pruning via clustering and swarm intelligence optimization for CNN

Jingfei Chang, Yang Lu, Ping Xue et al. · Applied Intelligence · 2022 · 44 citations

Engineering, Machine Learning, Swarm Intelligence Optimization +6

Iterative clustering pruning for convolutional neural networks

Jingfei Chang, Yang Lu, Ping Xue et al. · Knowledge-Based Systems · 2023 · 36 citations

Convolutional Neural Network, Engineering, Machine Learning +5

MPT‐embedding: An unsupervised representation learning of code for software defect prediction

Ke Shi, Yang Lu, Guangliang Liu et al. · Journal of Software Evolution and Process · 2020 · 24 citations

Natural Language Processing, Source Code, Software Defect Prediction +15

Convolutional Neural Networks-Based Locating Relevant Buggy Code Files for Bug Reports Affected by Data Imbalance

Guangliang Liu, Yang Lu, Ke Shi et al. · IEEE Access · 2019 · 12 citations · Full text

Software Maintenance, Engineering, Machine Learning +19