Cheng Feng

Researcher, Siemens AG

Joined

May 2021

Names

Cheng Feng (Preferred)

Emails

****@siemens.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Siemens AG (siemens.com)

2018 – Present

Postdoc

Imperial College London (imperial.ac.uk)

2016 – 2018

PhD student

University of Edinburgh (ed.ac.uk)

2013 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Jane Hillston

2013 – 2016

Expertise

Time-series analysis

Present

Stochastic modelling

Present

Anomaly detection

Present

Publications

PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation
Cheng Feng
- CIKM 2024
- Readers: Everyone
General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting
Cheng Feng, Long Huang, Denis Krompass
- CIKM 2024
- Readers: Everyone
Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction
Cheng Feng, Long Huang, Denis Krompass
- CoRR 2024
- Readers: Everyone
A cGAN Ensemble-based Uncertainty-aware Surrogate Model for Offline Model-based Optimization in Industrial Control Problems
Cheng Feng
- IJCNN 2024
- Readers: Everyone
StackVAE-G: An efficient and interpretable model for time series anomaly detection
Wenkai Li, Wenbo Hu, Ting Chen, Ning Chen, Cheng Feng
- 2022 (modified: 16 Apr 2023)
- AI Open 2022
- Readers: Everyone
Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data
Wenkai Li, Cheng Feng, Ting Chen, Jun Zhu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Efficient Inference for Dynamic Flexible Interactions of Neural Populations
Feng Zhou, Quyu Kong, Zhijie Deng, Jichao Kan, Yixuan Zhang, Cheng Feng, Jun Zhu
- Published: 01 Jan 2022, Last Modified: 29 Sept 2023
- J. Mach. Learn. Res. 2022
- Readers: Everyone
Nonlinear Hawkes Processes in Time-Varying System
Feng Zhou, Quyu Kong, Yixuan Zhang, Cheng Feng, Jun Zhu
- CoRR 2021
- Readers: Everyone
Stacking VAE with Graph Neural Networks for Effective and Interpretable Time Series Anomaly Detection
Wenkai Li, Wenbo Hu, Ning Chen, Cheng Feng
- 2021 (modified: 16 Apr 2023)
- CoRR 2021
- Readers: Everyone
Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering
Cheng Feng, Pengwei Tian
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- KDD 2021
- Readers: Everyone

View all 27 publications

Co-Authors

View all 26 co-authors