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Cheng Feng 0004
Person information
- affiliation: Siemens, Beijing, China
- affiliation (2016 - 2018): Imperial College London, UK
- affiliation (PhD 2016): University of Edinburgh, UK
Other persons with the same name
- Cheng Feng — disambiguation page
- Cheng Feng 0001
— Harbin Institute of Technology, School of Computer Science and Technology, China
- Cheng Feng 0002 — Ningbo University of Technology, China
- Cheng Feng 0003 — Tokushima University, Japan
- Cheng Feng 0005 — Peking University, Beijing, China
- Cheng Feng 0006 — Beijing University of Posts and Telecommunications, Beijing, China
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2020 – today
- 2024
- [c12]Cheng Feng
:
PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation. CIKM 2024: 612-621 - [c11]Cheng Feng
, Long Huang
, Denis Krompass
:
General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting. CIKM 2024: 3757-3761 - [i7]Cheng Feng, Long Huang, Denis Krompass:
Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction. CoRR abs/2402.07570 (2024) - 2022
- [j6]Wenkai Li, Wenbo Hu
, Ting Chen
, Ning Chen, Cheng Feng
:
StackVAE-G: An efficient and interpretable model for time series anomaly detection. AI Open 3: 101-110 (2022) - [j5]Feng Zhou, Quyu Kong, Zhijie Deng, Jichao Kan, Yixuan Zhang, Cheng Feng, Jun Zhu:
Efficient Inference for Dynamic Flexible Interactions of Neural Populations. J. Mach. Learn. Res. 23: 211:1-211:49 (2022) - [i6]Wenkai Li, Cheng Feng, Ting Chen, Jun Zhu:
Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data. CoRR abs/2208.01841 (2022) - 2021
- [c10]Cheng Feng
, Pengwei Tian:
Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering. KDD 2021: 2858-2867 - [i5]Wenkai Li, Wenbo Hu, Ning Chen, Cheng Feng:
Stacking VAE with Graph Neural Networks for Effective and Interpretable Time Series Anomaly Detection. CoRR abs/2105.08397 (2021) - [i4]Feng Zhou, Quyu Kong, Yixuan Zhang, Cheng Feng, Jun Zhu:
Nonlinear Hawkes Processes in Time-Varying System. CoRR abs/2106.04844 (2021) - 2020
- [c9]Cheng Feng
, Xiao Liang, Daniel Schneegass, Pengwei Tian:
RelSen: An Optimization-based Framework for Simultaneously Sensor Reliability Monitoring and Data Cleaning. CIKM 2020: 345-354 - [c8]Tingting Li, Cheng Feng
, Chris Hankin
:
Scalable Approach to Enhancing ICS Resilience by Network Diversity. DSN 2020: 398-410 - [i3]Cheng Feng, Xiao Liang, Daniel Schneegass, Pengwei Tian:
RelSen: An Optimization-based Framework for Simultaneous Sensor Reliability Monitoring and Process State Estimation. CoRR abs/2004.08762 (2020)
2010 – 2019
- 2019
- [c7]Cheng Feng, Venkata Reddy Palleti, Aditya Mathur, Deeph Chana:
A Systematic Framework to Generate Invariants for Anomaly Detection in Industrial Control Systems. NDSS 2019 - 2018
- [j4]Cheng Feng
, Jane Hillston:
Accelerating simulation of Population Continuous Time Markov Chains via automatic model reduction. Perform. Evaluation 120: 20-35 (2018) - [i2]Tingting Li, Cheng Feng, Chris Hankin:
Improving ICS Cyber Resilience through Optimal Diversification of Network Resources. CoRR abs/1811.00142 (2018) - 2017
- [b1]Cheng Feng:
Process algebra for located Markovian agents and scalable analysis techniques for the modelling of Collective Adaptive Systems. University of Edinburgh, UK, 2017 - [j3]Cheng Feng
, Jane Hillston
, Daniël Reijsbergen:
Moment-based availability prediction for bike-sharing systems. Perform. Evaluation 117: 58-74 (2017) - [j2]Xiaoyue Wu
, Jane Hillston, Cheng Feng
:
Availability Modeling of Generalized k-Out-of-n: G Warm Standby Systems With PEPA. IEEE Trans. Syst. Man Cybern. Syst. 47(12): 3177-3188 (2017) - [c6]Cheng Feng
, Tingting Li
, Deeph Chana:
Multi-level Anomaly Detection in Industrial Control Systems via Package Signatures and LSTM Networks. DSN 2017: 261-272 - [i1]Cheng Feng, Tingting Li, Zhanxing Zhu, Deeph Chana:
A Deep Learning-based Framework for Conducting Stealthy Attacks in Industrial Control Systems. CoRR abs/1709.06397 (2017) - 2016
- [j1]Cheng Feng
, Jane Hillston, Vashti Galpin
:
Automatic Moment-Closure Approximation of Spatially Distributed Collective Adaptive Systems. ACM Trans. Model. Comput. Simul. 26(4): 26:1-26:22 (2016) - [c5]Cheng Feng, Jane Hillston, Daniël Reijsbergen:
Moment-Based Probabilistic Prediction of Bike Availability for Bike-Sharing Systems. QEST 2016: 139-155 - 2015
- [c4]Cheng Feng, Jane Hillston:
Speed-Up of Stochastic Simulation of PCTMC Models by Statistical Model Reduction. EPEW 2015: 291-305 - 2014
- [c3]Cheng Feng
, Jane Hillston:
PALOMA: A Process Algebra for Located Markovian Agents. QEST 2014: 265-280 - [c2]Cheng Feng:
Patch-based Hybrid Modelling of Spatially Distributed Systems by Using Stochastic HYPE - ZebraNet as an Example. QAPL 2014: 64-77 - [c1]Cheng Feng, Marco Gribaudo
, Jane Hillston:
Performance Analysis of Collective Adaptive Behaviour in Time and Space. UKPEW 2014: 53-68
Coauthor Index

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