Xiaodong Zheng

@article{urbanload2027,
  title = {Making large time series models work for urban load forecasting: A dual-stream large-lightweight hybrid framework with trend–fluctuation decomposition},
  author = {Xiaodong Zheng and Tiansen Niu and Junkai Tan and Qingshu Guan and Xinyao Dong and Shuangsi Xue and Hui Cao},
  journal = {Electric Power Systems Research},
  year = {2027},
  volume = {265},
  pages = {114258},
  doi = {10.1016/j.epsr.2026.114258},
  note = {Published online; assigned to the 2027 issue}
}

@article{graphrl2026,
  title = {Graph-Oriented Deep Reinforcement Learning Approach for Vehicle Routing Problems},
  author = {Xiaodong Zheng and Qingshu Guan and Shuangsi Xue and Hui Cao and Badong Chen},
  journal = {Neurocomputing},
  year = {2026},
  volume = {699},
  pages = {134376},
  doi = {10.1016/j.neucom.2026.134376}
}

@article{storage2026,
  title = {耦合交通预测多智能体强化学习的虚拟聚合储能多充电站协同调度},
  author = {郑晓东 and 石天卓 and 张盼盼 and 张晓彤 and 薛霜思 and 丁涛 and 曹晖},
  journal = {Power System Technology},
  year = {2026},
  volume = {50},
  number = {5},
  pages = {1973--1984},
  doi = {10.13335/j.1000-3673.pst.2025.0918}
}

@article{frequency2026,
  title = {Order-Based Heterogeneous Agents Reinforcement Learning Method With the Coordination of Distribution Network and Transmission Network for Load Frequency Control},
  author = {Shixuan Yu and Xiaodong Zheng and Tianzhuo Shi and Ruilin Chen and Shuangsi Xue and Hui Cao},
  journal = {IEEE Transactions on Power Systems},
  year = {2026},
  volume = {41},
  number = {1},
  pages = {413--424},
  doi = {10.1109/TPWRS.2025.3598951}
}

@article{resilientcontrol2026,
  title = {Fixed-Time Convergent Resilient Critic-Learning Control With Asymmetric Input-State Constraints Under Hybrid FDI–DoS Attacks},
  author = {Junkai Tan and Shuangsi Xue and Qingshu Guan and Xiaodong Zheng and Hui Cao and Badong Chen},
  journal = {IEEE Transactions on Industrial Informatics},
  year = {2026},
  doi = {10.1109/TII.2026.3714681},
  note = {Early Access}
}

@article{windforecast2026,
  title = {Learning dynamic inter-farm dependencies for wind power forecasting via adaptive sparse graph attention network},
  author = {Kai Qu and Shuangsi Xue and Xiaodong Zheng and Dapeng Yan and Hui Cao},
  journal = {Renewable Energy},
  year = {2026},
  volume = {258},
  pages = {124969},
  doi = {10.1016/j.renene.2025.124969}
}

@article{stimi2026,
  title = {STIMI: A masked image modeling framework for spatiotemporal wind speed reconstruction},
  author = {Kai Qu and Shuangsi Xue and Xiaodong Zheng and Hui Cao},
  journal = {Neurocomputing},
  year = {2026},
  volume = {674},
  pages = {132945},
  doi = {10.1016/j.neucom.2026.132945},
  url = {https://doi.org/10.1016/j.neucom.2026.132945}
}

@article{adpdann2026,
  title = {基于ADP-DANN的小样本风电集群短期功率预测方法},
  author = {曲凯 and 闫大鹏 and 郑晓东 and 薛霜思 and 曹晖},
  journal = {Automation of Electric Power Systems},
  year = {2026},
  volume = {50},
  number = {7},
  pages = {206--217},
  doi = {10.7500/AEPS20250810002},
  url = {https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CAPJ&dbname=CAPJLAST&filename=DLXT20260211001}
}

@article{soundseparation2026,
  title = {多尺度门控网络的变电站复杂声源分离研究},
  author = {陈睿霖 and 曹晖 and 郑晓东 and 闫大鹏 and 薛霜思 and 曲凯 and 汲胜昌},
  journal = {Journal of Electronic Measurement and Instrumentation},
  year = {2026},
  volume = {40},
  number = {3},
  pages = {46--57},
  url = {https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CAPJ&dbname=CAPJLAST&filename=DZIY2025122201X}
}

@article{quadcoptercontrol2026,
  title = {Adaptive hierarchical control of quadcopters via safe reinforcement learning from human demonstration},
  author = {Junkai Tan and Shuangsi Xue and Zihang Guo and Huan Li and Xiaodong Zheng and Hui Cao},
  journal = {Engineering Applications of Artificial Intelligence},
  year = {2026},
  volume = {163},
  pages = {113013},
  doi = {10.1016/j.engappai.2025.113013},
  url = {https://doi.org/10.1016/j.engappai.2025.113013}
}

@article{tsdbc2026,
  title = {TS-DBC: A teacher-student dual-branch classifier for few-shot acoustic fault detection in substations},
  author = {Ruilin Chen and Xiaodong Zheng and Hui Cao and Tiansen Niu and Shixuan Yu and Fan Zhang and Shengchang Ji},
  journal = {Electric Power Systems Research},
  year = {2026},
  volume = {254},
  pages = {112679},
  doi = {10.1016/j.epsr.2025.112679},
  url = {https://doi.org/10.1016/j.epsr.2025.112679}
}

@inproceedings{fzoo2026,
  title = {FZOO: Fast Zeroth-Order Optimizer for Fine-Tuning Large Language Models towards Adam-Scale Speed},
  author = {Sizhe Dang and Yangyang Guo and Yanjun Zhao and Xiaodong Zheng and Guang Dai and Ivor Tsang and Haishan Ye},
  booktitle = {International Conference on Learning Representations (ICLR) 2026},
  year = {2026},
  url = {https://openreview.net/forum?id=NMlF3YjS8E}
}

@misc{tsradam2026,
  title = {From O(mn) to O(r²): Two-Sided Low-Rank Communication for Adam in Distributed Training with Memory Efficiency},
  author = {Sizhe Dang and Jiaqi Shao and Xiaodong Zheng and Guang Dai and Yan Song and Haishan Ye},
  howpublished = {arXiv},
  year = {2026},
  url = {https://arxiv.org/abs/2602.08007},
  eprint = {2602.08007},
  archivePrefix = {arXiv},
  note = {Preprint}
}

@phdthesis{doctoralthesis2026,
  title = {基于多智能体强化学习的主动配电网异质性协同分布式控制方法研究},
  author = {郑晓东},
  school = {Xi’an Jiaotong University},
  year = {2026}
}

@article{shom2025,
  title = {Sensitivity-Based Heterogeneous Ordered Multi-Agent Reinforcement Learning for Distributed Volt-Var Control in Active Distribution Network},
  author = {Xiaodong Zheng and Shixuan Yu and Hui Cao and Tianzhuo Shi and Shuangsi Xue and Tao Ding},
  journal = {IEEE Transactions on Smart Grid},
  year = {2025},
  volume = {16},
  number = {3},
  pages = {2115--2126},
  doi = {10.1109/TSG.2025.3540416}
}

@inproceedings{agenticplanning2025,
  title = {Agentic Planning for Power System Simulation Task Orchestrations Based on Multi-Agent Systems},
  author = {Xiaodong Zheng and Siheng Zhao and Tianzhuo Shi and Tao Wang and Ruilin Chen and Shixuan Yu and Shuangsi Xue and Hui Cao},
  booktitle = {2025 8th International Conference on Robotics, Control and Automation Engineering (RCAE)},
  year = {2025},
  pages = {576--584},
  doi = {10.1109/RCAE66389.2025.11355202}
}

@inproceedings{manipulatorcontrol2025,
  title = {Fixed-Time Fault-Tolerant Control for Robotic Manipulators Based on Bias Neural Network with Input Saturation},
  author = {Zihang Guo and Shuangsi Xue and Huan Li and Junkai Tan and Xiaodong Zheng and Liangliang Xia and Hui Cao},
  booktitle = {Intelligent Robotics and Applications},
  year = {2025},
  pages = {74--89},
  doi = {10.1007/978-981-96-0798-3_7},
  url = {https://doi.org/10.1007/978-981-96-0798-3_7}
}

@inproceedings{eventconsensus2025,
  title = {Consensus Control via Edge-Event-Triggered Mechanism for Heterogeneous Multi-Agent Systems Under Disturbances},
  author = {Huan Li and Xiaodong Zheng and Shuangsi Xue and Hui Cao and Junkang Ni},
  booktitle = {2025 Joint International Conference on Automation-Intelligence-Safety (ICAIS) & International Symposium on Autonomous Systems (ISAS)},
  year = {2025},
  pages = {1--6},
  doi = {10.1109/ICAISISAS64483.2025.11052104},
  url = {https://doi.org/10.1109/ICAISISAS64483.2025.11052104}
}

@article{weightedsign2025,
  title = {Weighted-Sign Based Sequential Synchronization Control via Residual Reinforcement Learning},
  author = {Xiaodong Zheng and Shuangsi Xue and Hui Cao},
  journal = {The International Journal of Intelligent Control and Systems},
  year = {2025},
  volume = {30},
  number = {4},
  doi = {10.62678/ijics202512.10255},
  url = {https://doi.org/10.62678/ijics202512.10255}
}

@misc{windimputationpreprint2025,
  title = {Spatiotemporal Context-Aware Imaging for Robust Imputation of Wind Speed Data in Regional Wind Farms},
  author = {Kai Qu and Shuangsi Xue and Xiaodong Zheng and Dapeng Yan and Hui Cao},
  howpublished = {SSRN},
  year = {2025},
  doi = {10.2139/ssrn.5314740},
  url = {https://doi.org/10.2139/ssrn.5314740},
  note = {Preprint}
}

@inproceedings{expertap2025,
  title = {ExpertAP: Leveraging Multi-unit Operational Patterns for Advanced Turbine Anomaly Prediction},
  author = {Yuanxian Liang and Xiaodong Zheng and Dongjun Pang and Wenhao Zhu and Maoyuan Liu and Shuangsi Xue and Hui Cao},
  booktitle = {Intelligent Robotics and Applications},
  year = {2025},
  pages = {344--359},
  doi = {10.1007/978-981-96-0783-9_24},
  url = {https://doi.org/10.1007/978-981-96-0783-9_24}
}

@article{leaderfollowing2024,
  title = {Leader-Following Formation Tracking of Multiagent Systems Using Adaptive Scaling Mechanism Under Spatial Constraints},
  author = {Shuangsi Xue and Jinyu Liu and Hui Cao and Xiaodong Zheng and Huan Li and Jie Zhang},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
  year = {2024},
  volume = {54},
  number = {2},
  pages = {1214--1225},
  doi = {10.1109/TSMC.2023.3323995},
  url = {https://doi.org/10.1109/TSMC.2023.3323995}
}

@inproceedings{flocking2023,
  title = {Two-Stage Flocking Formation Control Based on Constrained Boundary},
  author = {Xiaodong Zheng and Tao Wang and Shuangsi Xue and Jinyu Liu and Hui Cao and Feihu Hu},
  booktitle = {Proceedings of 2021 5th Chinese Conference on Swarm Intelligence and Cooperative Control},
  year = {2023},
  volume = {934},
  pages = {1112--1122},
  doi = {10.1007/978-981-19-3998-3_106},
  url = {https://doi.org/10.1007/978-981-19-3998-3_106}
}

@article{firefightingkinematics2022,
  title = {面向变电站智能消防机械臂的高精度运动学模型研究},
  author = {汤锦慧 and 伍发元 and 辛建波 and 郑晓东 and 薛霜思},
  journal = {Journal of China Three Gorges University (Natural Sciences)},
  year = {2022},
  volume = {44},
  number = {2},
  pages = {100--106},
  doi = {10.13393/j.cnki.issn.1672-948x.2022.02.016},
  url = {https://doi.org/10.13393/j.cnki.issn.1672-948x.2022.02.016}
}

@article{edgeenergy2021,
  title = {基于边缘计算的能量自治区域调度策略},
  author = {袁性忠 and 张鹭 and 罗迪 and 赖轩达 and 李雪 and 郑晓东},
  journal = {Smart Power},
  year = {2021},
  volume = {49},
  number = {8},
  pages = {46--54}
}

@inproceedings{bluetoothmesh2020,
  title = {A Cost-efficient Smart IoT Device Controlling System Based on Bluetooth Mesh and Cloud Computing},
  author = {Xiaodong Zheng and Shuangsi Xue and Hui Cao and Feng Wang and Mingke Zhang},
  booktitle = {2020 Chinese Automation Congress (CAC)},
  year = {2020},
  pages = {3374--3379},
  doi = {10.1109/CAC51589.2020.9326634},
  url = {https://doi.org/10.1109/CAC51589.2020.9326634}
}

@article{fuzzycontrol2020,
  title = {Fuzzy Model-Based Asynchronous Control for Markov Switching Systems with Stochastic Fading Channels},
  author = {Fayuan Wu and Jinhui Tang and Zhuang Liu and Qi Xiao and Xiaodong Zheng and Shuangsi Xue},
  journal = {Complexity},
  year = {2020},
  volume = {2020},
  pages = {8840784},
  doi = {10.1155/2020/8840784},
  url = {https://doi.org/10.1155/2020/8840784}
}