Pengfei Chen

Light‐absorbing impurities enhance glacier albedo reduction in the southeastern Tibetan plateau

Yulan Zhang, Shichang Kang, Zhiyuan Cong et al. · Journal of Geophysical Research Atmospheres · 2017 · 198 citations · Full text

Glacier, Engineering, Glacial Process +18

SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults

Xiaoyun Li, Pengfei Chen, Linxiao Jing et al. · 2020 · 131 citations

Anomaly Detection, Machine Learning, Engineering +19

Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

Pengfei Chen, Guangyong Chen, Shengyu Zhang · arXiv (Cornell University) · 2019 · 96 citations · Full text

Artificial Intelligence, Data Augmentation, Deep Neural Networks +14

LogSed: Anomaly Diagnosis through Mining Time-Weighted Control Flow Graph in Logs

Tong Jia, Lin Yang, Pengfei Chen et al. · 2017 · 81 citations

Cluster Computing, Anomaly Detection, Execution Anomalies +23

A Graph Convolutional Stacked Bidirectional Unidirectional-LSTM Neural Network for Metro Ridership Prediction

Pengfei Chen, Xuandi Fu, Xue Wang · IEEE Transactions on Intelligent Transportation Systems · 2021 · 81 citations

Geometric Learning, Convolutional Neural Network, Recurrent Neural Network +15