Fanxing Liu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Anomaly Detection

Detect Anomalies

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Signal Image Video Process.

HPCC/DSS/SmartCity/DependSys

Publications

Fanxing Liu, Lu Zhang, Hao Li, Siyu Zhou, Yingjie Zhou
A weakly supervised time series anomaly detection method with dual-association discrepancy. Signal Image Video Process. 18 (5) (2024)
Wenjie Du, Jun Wang, Linglong Qian, Yiyuan Yang, Fanxing Liu, Zepu Wang, Zina M. Ibrahim, Haoxin Liu, Zhiyuan Zhao, Yingjie Zhou, Wenjia Wang, Kaize Ding, Yuxuan Liang, B. Aditya Prakash, Qingsong Wen
TSI-Bench: Benchmarking Time Series Imputation. CoRR (2024)
Fanxing Liu, Cheng Zeng, Le Zhang, Yingjie Zhou, Qing Mu, Yanru Zhang, Ling Zhang, Ce Zhu
FedTADBench: Federated Time-Series Anomaly Detection Benchmark. CoRR (2022)
Yingjie Zhou, Xucheng Song, Yanru Zhang, Fanxing Liu, Ce Zhu, Lingqiao Liu
Feature Encoding With Autoencoders for Weakly Supervised Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Fanxing Liu, Cheng Zeng, Le Zhang, Yingjie Zhou, Qing Mu, Yanru Zhang, Ling Zhang, Ce Zhu
FedTADBench: Federated Time-series Anomaly Detection Benchmark. HPCC/DSS/SmartCity/DependSys (2022)
Yingjie Zhou, Xucheng Song, Yanru Zhang, Fanxing Liu, Ce Zhu, Lingqiao Liu
Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection. CoRR (2021)