Cheng Feng - RankMe

28 papers A* 2A 5B 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparative Study on How Data Normalization Affects Zero-Shot Generalization in Time Series Foundation Models. CoRR Ihab Ahmed, Denis Krompaß, Cheng Feng, Volker Tresp
2024	B	`conf`	A cGAN Ensemble-based Uncertainty-aware Surrogate Model for Offline Model-based Optimization in Industrial Control Problems. IJCNN Cheng Feng
2024	A	`conf`	General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting. CIKM Cheng Feng, Long Huang, Denis Krompass
2024	J	`jnl`	Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction. CoRR Cheng Feng, Long Huang, Denis Krompass
2024	A	`conf`	PARs: Predicate-based Association Rules for Efficient and Accurate Anomaly Explanation. CIKM Cheng Feng
2022	J	`jnl`	Efficient Inference for Dynamic Flexible Interactions of Neural Populations. J. Mach. Learn. Res. Feng Zhou, Quyu Kong, Zhijie Deng, Jichao Kan, Yixuan Zhang, Cheng Feng, Jun Zhu
2022	J	`jnl`	Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data. CoRR Wenkai Li, Cheng Feng, Ting Chen, Jun Zhu
2022	J	`jnl`	StackVAE-G: An efficient and interpretable model for time series anomaly detection. AI Open Wenkai Li, Wenbo Hu, Ting Chen, Ning Chen, Cheng Feng
2021	J	`jnl`	Nonlinear Hawkes Processes in Time-Varying System. CoRR Feng Zhou, Quyu Kong, Yixuan Zhang, Cheng Feng, Jun Zhu
2021	J	`jnl`	Stacking VAE with Graph Neural Networks for Effective and Interpretable Time Series Anomaly Detection. CoRR Wenkai Li, Wenbo Hu, Ning Chen, Cheng Feng
2021	A*	`conf`	Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering. KDD Cheng Feng, Pengwei Tian
2020	J	`jnl`	RelSen: An Optimization-based Framework for Simultaneous Sensor Reliability Monitoring and Process State Estimation. CoRR Cheng Feng, Xiao Liang, Daniel Schneegass, Pengwei Tian
2020	A	`conf`	RelSen: An Optimization-based Framework for Simultaneously Sensor Reliability Monitoring and Data Cleaning. CIKM Cheng Feng, Xiao Liang, Daniel Schneegass, Pengwei Tian
2020	A	`conf`	Scalable Approach to Enhancing ICS Resilience by Network Diversity. DSN Tingting Li, Cheng Feng, Chris Hankin
2019	A*	`conf`	A Systematic Framework to Generate Invariants for Anomaly Detection in Industrial Control Systems. NDSS Cheng Feng, Venkata Reddy Palleti, Aditya Mathur, Deeph Chana
2018	J	`jnl`	Accelerating simulation of Population Continuous Time Markov Chains via automatic model reduction. Perform. Evaluation Cheng Feng, Jane Hillston
2018	J	`jnl`	Improving ICS Cyber Resilience through Optimal Diversification of Network Resources. CoRR Tingting Li, Cheng Feng, Chris Hankin
2017	J	`jnl`	A Deep Learning-based Framework for Conducting Stealthy Attacks in Industrial Control Systems. CoRR Cheng Feng, Tingting Li, Zhanxing Zhu, Deeph Chana
2017	J	`jnl`	Availability Modeling of Generalized k-Out-of-n: G Warm Standby Systems With PEPA. IEEE Trans. Syst. Man Cybern. Syst. Xiaoyue Wu, Jane Hillston, Cheng Feng
2017	J	`jnl`	Moment-based availability prediction for bike-sharing systems. Perform. Evaluation Cheng Feng, Jane Hillston, Daniël Reijsbergen
2017	A	`conf`	Multi-level Anomaly Detection in Industrial Control Systems via Package Signatures and LSTM Networks. DSN Cheng Feng, Tingting Li, Deeph Chana
2017	—	`—`	Process algebra for located Markovian agents and scalable analysis techniques for the modelling of Collective Adaptive Systems. Cheng Feng
2016	J	`jnl`	Automatic Moment-Closure Approximation of Spatially Distributed Collective Adaptive Systems. ACM Trans. Model. Comput. Simul. Cheng Feng, Jane Hillston, Vashti Galpin
2016	—	`conf`	Moment-Based Probabilistic Prediction of Bike Availability for Bike-Sharing Systems. QEST Cheng Feng, Jane Hillston, Daniël Reijsbergen
2015	—	`conf`	Speed-Up of Stochastic Simulation of PCTMC Models by Statistical Model Reduction. EPEW Cheng Feng, Jane Hillston
2014	—	`conf`	PALOMA: A Process Algebra for Located Markovian Agents. QEST Cheng Feng, Jane Hillston
2014	—	`conf`	Patch-based Hybrid Modelling of Spatially Distributed Systems by Using Stochastic HYPE - ZebraNet as an Example. QAPL Cheng Feng
2014	—	`conf`	Performance Analysis of Collective Adaptive Behaviour in Time and Space. UKPEW Cheng Feng, Marco Gribaudo, Jane Hillston