Duxin Chen

42 papers A* 3C 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ANHP: Adaptive Neural Hawkes Processes for Causal Structure Learning on Event Sequences.
IEEE Internet Things J.
Yongjian Chang, Duxin Chen, Yujin Cai, Wenwu Yu
2026 J jnl
CCMamba: Selective State-Space Models for Higher-Order Graph Learning on Combinatorial Complexes.
CoRR
Jiawen Chen, Qi Shao, Mingtong Zhou, Duxin Chen, Wenwu Yu
2026 J jnl
CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios.
CoRR
Huiyang Yi, Xiaojian Shen, Yonggang Wu, Duxin Chen, He Wang, Wenwu Yu
2026 J jnl
CoDCL: Counterfactual Data Augmentation Contrastive Learning for Continuous-Time Dynamic Network Link Prediction.
CoRR
Hantong Feng, Yonggang Wu, Duxin Chen, Wenwu Yu
2026 J jnl
Spatio-temporal graphical counterfactuals: an overview.
Sci. China Inf. Sci.
Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
2026 A* conf
TFWaveFormer: Temporal-Frequency Collaborative Multi-level Wavelet Transformer for Dynamic Link Prediction.
WWW
Hantong Feng, Yonggang Wu, Duxin Chen, Wenwu Yu
2026 J jnl
TFWaveFormer: Temporal-Frequency Collaborative Multi-level Wavelet Transformer for Dynamic Link Prediction.
CoRR
Hantong Feng, Yonggang Wu, Duxin Chen, Wenwu Yu
2025 J jnl
AccDFL: Accelerated Decentralized Federated Learning for Healthcare IoT Networks.
IEEE Internet Things J.
Mengli Wei, Wenwu Yu, Duxin Chen
2025 J jnl
Critical Nodes Identification in Complex Networks: A Survey.
CoRR
Duxin Chen, Jiawen Chen, Xiaoyu Zhang, Qinghan Jia, Xiaolu Liu, Ye Sun, Linyuan Lv, Wenwu Yu
2025 — conf
Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs.
KDD (2)
Jiawen Chen, Qi Shao, Duxin Chen, Wenwu Yu
2025 J jnl
Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs.
CoRR
Jiawen Chen, Qi Shao, Duxin Chen, Wenwu Yu
2025 J jnl
Deep Residual Learning of a Probabilistic' Partial Least Squares Model for Predictive Data Analytics.
IEEE Trans. Artif. Intell.
Zhiqiang Ge, Duxin Chen, Wenwu Yu
2025 J jnl
MetaHGNIE: Meta-Path Induced Hypergraph Contrastive Learning in Heterogeneous Knowledge Graphs.
CoRR
Jiawen Chen, Yanyan He, Qi Shao, Mengli Wei, Duxin Chen, Wenwu Yu, Yanlong Zhao
2025 J jnl
NetEventCause: Event-Driven Root Cause Analysis for Large Network System Without Topology.
IEEE Trans. Neural Networks Learn. Syst.
Zhaolin Yuan, Long Ma, Wenjia Wei, Xia Zhu, Mingjie Sun, Duxin Chen, Xiaojuan Ban
2025 J jnl
Privacy Distributed Constrained Optimization Over Time-Varying Unbalanced Networks and Its Application in Federated Learning.
IEEE CAA J. Autom. Sinica
Mengli Wei, Wenwu Yu, Duxin Chen, Mingyu Kang, Guang Cheng
2025 J jnl
System Identification With Fourier Transformation for Long-Term Time Series Forecasting.
IEEE Trans. Big Data
Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Hao Shi, Wenwu Yu
2025 J jnl
The Robustness of Differentiable Causal Discovery in Misspecified Scenarios.
CoRR
Huiyang Yi, Yanyan He, Duxin Chen, Mingyu Kang, He Wang, Wenwu Yu
2025 A* conf
The robustness of differentiable Causal Discovery in misspecified Scenarios.
ICLR
Huiyang Yi, Yanyan He, Duxin Chen, Mingyu Kang, He Wang, Wenwu Yu
2024 J jnl
A Unique Framework of Heterogeneous Augmentation Graph Contrastive Learning for Both Node and Graph Classification.
IEEE Trans. Netw. Sci. Eng.
Qi Shao, Duxin Chen, Wenwu Yu
2024 J jnl
CM-GAN: A Cross-Modal Generative Adversarial Network for Imputing Completely Missing Data in Digital Industry.
IEEE Trans. Neural Networks Learn. Syst.
Mingyu Kang, Ran Zhu, Duxin Chen, Xiaolu Liu, Wenwu Yu
2024 A* conf
Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction.
ICLR
Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu
2024 J jnl
Long-Term Prediction on Graph Data With Causal Network Construction.
IEEE Trans. Artif. Intell.
Xiaolu Liu, Qi Shao, Duxin Chen
2024 J jnl
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction.
CoRR
Shuang Li, Ziyuan Pu, Nan Zhang, Duxin Chen, Lu Dong, Daniel J. Graham, Yinhai Wang
2024 J jnl
NHCE: A Neural High-Order Causal Entropy Algorithm for Disentangling Coupling Dynamics.
IEEE Trans. Netw. Sci. Eng.
Yanyan He, Mingyu Kang, Duxin Chen, Wenwu Yu
2024 J jnl
Spatio-Temporal Graphical Counterfactuals: An Overview.
CoRR
Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
2024 J jnl
Systems science in the new era: intelligent systems and big data.
Sci. China Inf. Sci.
Wenwu Yu, Duxin Chen, Hongzhe Liu, He Wang, Jinde Cao, Zengru Di, Xiaojun Duan, Bin Jia, Xiaodong Ding, Yiguang Hong
2023 J jnl
CDSTTN: A Data Imputation Method for Cyber-Physical Systems by Causal Dense Spatial-Temporal Transformer Network.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Chenmeng Qiu, Yuzhi Li, Mingyu Kang, Duxin Chen, Wenwu Yu
2023 J jnl
Interpretable System Identification and Long-term Prediction on Time-Series Data.
CoRR
Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu
2022 J jnl
Distributed Q-Learning Algorithm for Dynamic Resource Allocation With Unknown Objective Functions and Application to Microgrid.
IEEE Trans. Cybern.
Pengcheng Dai, Wenwu Yu, Duxin Chen
2022 J jnl
Event-triggered adaptive fuzzy fault-tolerant control for autonomous underwater vehicles with prescribed tracking performance.
Int. J. Syst. Sci.
Yuanbo Su, Hongjing Liang, Yingnan Pan, Duxin Chen
2022 J jnl
Identifying Unique Causal Network from Nonstationary Time Series.
CoRR
Mingyu Kang, Duxin Chen, Ning Meng, Gang Yan, Wenwu Yu
2022 J jnl
Moving Target Surrounding Control of Linear Multiagent Systems With Input Saturation.
IEEE Trans. Syst. Man Cybern. Syst.
Bowen Xu, Hai-Tao Zhang, Haofei Meng, Binbin Hu, Duxin Chen, Guanrong Chen
2022 J jnl
Ridesourcing Behavior Analysis and Prediction: A Network Perspective.
IEEE Trans. Intell. Transp. Syst.
Duxin Chen, Qi Shao, Zhiyuan Liu, Wenwu Yu, C. L. Philip Chen
2021 J jnl
Distributed fixed step-size algorithm for dynamic economic dispatch with power flow limits.
Sci. China Inf. Sci.
Kun Wang, Zao Fu, Qian Xu, Duxin Chen, Lei Wang, Wenwu Yu
2021 J jnl
Neural-Network Based Adaptive Self-Triggered Consensus of Nonlinear Multi-Agent Systems With Sensor Saturation.
IEEE Trans. Netw. Sci. Eng.
Duxin Chen, Xiaolu Liu, Wenwu Yu, Lei Zhu, Qipeng Tang
2021 J jnl
Rotational Flocking with Spontaneous Directional Changes.
Complex.
Xiaolu Liu, Guanbo Shao, Yudong Tang, Duxin Chen
2020 J jnl
Effects of Measurement Noise on Flocking Dynamics of Cucker-Smale Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Duxin Chen, Wang Li, Xiaolu Liu, Wenwu Yu, Yongzheng Sun
2020 J jnl
Finite-Time Fuzzy Adaptive Consensus for Heterogeneous Nonlinear Multi-Agent Systems.
IEEE Trans. Netw. Sci. Eng.
Duxin Chen, Xiaolu Liu, Wenwu Yu
2020 — conf
Finite-time Consensus of Leader-following Multi-agent Systems with Input Saturation and Disturbance.
ICCA
Xiaolu Liu, Duxin Chen, Tian Lu, Wenwu Yu
2020 J jnl
Prediction of COVID-19 spread by sliding mSEIR observer.
Sci. China Inf. Sci.
Duxin Chen, Yifan Yang, Yifan Zhang, Wenwu Yu
2018 C conf
Fuzzy-Model-Based Leader-Follower Consensus of Nonlinear Multi-Agent Systems with Input Saturation.
ICARCV
Xiaolu Liu, Duxin Chen, Yan-Wu Wang, Huaicheng Yan
2018 — conf
Semi-global Leaderless Consensus of Circular Motion with Input Saturation.
ICIRA (1)
Bowen Xu, Haofei Meng, Duxin Chen, Hai-Tao Zhang