Duxin Chen

According to our database, Duxin Chen authored at least 30 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Critical Nodes Identification in Complex Networks: A Survey.

Duxin Chen, Jiawen Chen, Xiaoyu Zhang, Qinghan Jia, Xiaolu Liu, Ye Sun, Linyuan Lv, Wenwu Yu

CoRR, July, 2025

Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs.

Jiawen Chen, Qi Shao, Duxin Chen, Wenwu Yu

CoRR, May, 2025

System Identification With Fourier Transformation for Long-Term Time Series Forecasting.

Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Hao Shi, Wenwu Yu

IEEE Trans. Big Data, April, 2025

AccDFL: Accelerated Decentralized Federated Learning for Healthcare IoT Networks.

Mengli Wei, Wenwu Yu, Duxin Chen

IEEE Internet Things J., March, 2025

Privacy Distributed Constrained Optimization Over Time-Varying Unbalanced Networks and Its Application in Federated Learning.

Mengli Wei, Wenwu Yu, Duxin Chen, Mingyu Kang, Guang Cheng

IEEE CAA J. Autom. Sinica, February, 2025

The robustness of differentiable Causal Discovery in misspecified Scenarios.

Huiyang Yi, Yanyan He, Duxin Chen, Mingyu Kang, He Wang, Wenwu Yu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Long-Term Prediction on Graph Data With Causal Network Construction.

Xiaolu Liu, Qi Shao, Duxin Chen

IEEE Trans. Artif. Intell., July, 2024

CM-GAN: A Cross-Modal Generative Adversarial Network for Imputing Completely Missing Data in Digital Industry.

Mingyu Kang, Ran Zhu, Duxin Chen, Xiaolu Liu, Wenwu Yu

IEEE Trans. Neural Networks Learn. Syst., March, 2024

A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification.

Qi Shao, Duxin Chen, Wenwu Yu

IEEE Trans. Netw. Sci. Eng., 2024

NHCE: A Neural High-Order Causal Entropy Algorithm for Disentangling Coupling Dynamics.

Yanyan He, Mingyu Kang, Duxin Chen, Wenwu Yu

IEEE Trans. Netw. Sci. Eng., 2024

MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction.

Shuang Li, Ziyuan Pu, Nan Zhang, Duxin Chen, Lu Dong, Daniel J. Graham, Yinhai Wang

CoRR, 2024

Spatio-Temporal Graphical Counterfactuals: An Overview.

Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu

CoRR, 2024

Systems science in the new era: intelligent systems and big data.

Wenwu Yu, Duxin Chen, Hongzhe Liu, He Wang, Jinde Cao, Zengru Di, Xiaojun Duan, Bin Jia, Xiaodong Ding, Yiguang Hong

Sci. China Inf. Sci., 2024

Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction.

Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

CDSTTN: A Data Imputation Method for Cyber-Physical Systems by Causal Dense Spatial-Temporal Transformer Network.

Chenmeng Qiu, Yuzhi Li, Mingyu Kang, Duxin Chen, Wenwu Yu

IEEE J. Emerg. Sel. Topics Circuits Syst., September, 2023

Interpretable System Identification and Long-term Prediction on Time-Series Data.

Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu

CoRR, 2023

2022

Moving Target Surrounding Control of Linear Multiagent Systems With Input Saturation.

Bowen Xu, Hai-Tao Zhang, Haofei Meng, Binbin Hu, Duxin Chen, Guanrong Chen

IEEE Trans. Syst. Man Cybern. Syst., 2022

Ridesourcing Behavior Analysis and Prediction: A Network Perspective.

Duxin Chen, Qi Shao, Zhiyuan Liu, Wenwu Yu, C. L. Philip Chen

IEEE Trans. Intell. Transp. Syst., 2022

Distributed Q-Learning Algorithm for Dynamic Resource Allocation With Unknown Objective Functions and Application to Microgrid.

Pengcheng Dai, Wenwu Yu, Duxin Chen

IEEE Trans. Cybern., 2022

Event-triggered adaptive fuzzy fault-tolerant control for autonomous underwater vehicles with prescribed tracking performance.

Yuanbo Su, Hongjing Liang, Yingnan Pan, Duxin Chen

Int. J. Syst. Sci., 2022

Identifying Unique Causal Network from Nonstationary Time Series.

Mingyu Kang, Duxin Chen, Ning Meng, Gang Yan, Wenwu Yu

CoRR, 2022

2021

Neural-Network Based Adaptive Self-Triggered Consensus of Nonlinear Multi-Agent Systems With Sensor Saturation.

Duxin Chen, Xiaolu Liu, Wenwu Yu, Lei Zhu, Qipeng Tang

IEEE Trans. Netw. Sci. Eng., 2021

Rotational Flocking with Spontaneous Directional Changes.

Xiaolu Liu, Guanbo Shao, Yudong Tang, Duxin Chen

Complex., 2021

Distributed fixed step-size algorithm for dynamic economic dispatch with power flow limits.

Kun Wang, Zao Fu, Qian Xu, Duxin Chen, Lei Wang, Wenwu Yu

Sci. China Inf. Sci., 2021

2020

Finite-Time Fuzzy Adaptive Consensus for Heterogeneous Nonlinear Multi-Agent Systems.

Duxin Chen, Xiaolu Liu, Wenwu Yu

IEEE Trans. Netw. Sci. Eng., 2020

Effects of Measurement Noise on Flocking Dynamics of Cucker-Smale Systems.

Duxin Chen, Wang Li, Xiaolu Liu, Wenwu Yu, Yongzheng Sun

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Prediction of COVID-19 spread by sliding mSEIR observer.

Duxin Chen, Yifan Yang, Yifan Zhang, Wenwu Yu

Sci. China Inf. Sci., 2020

Finite-time Consensus of Leader-following Multi-agent Systems with Input Saturation and Disturbance.

Xiaolu Liu, Duxin Chen, Tian Lu, Wenwu Yu

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2018

Semi-global Leaderless Consensus of Circular Motion with Input Saturation.

Bowen Xu, Haofei Meng, Duxin Chen, Hai-Tao Zhang

Proceedings of the Intelligent Robotics and Applications - 11th International Conference, 2018

Fuzzy-Model-Based Leader-Follower Consensus of Nonlinear Multi-Agent Systems with Input Saturation.

Xiaolu Liu, Duxin Chen, Yan-Wu Wang, Huaicheng Yan

Proceedings of the 15th International Conference on Control, 2018