成果/Result
- An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis被引量：33收藏
- 作者：Wang, Ming Duan, Zhaoyang Xue, Dong Liu, Fangzhou Zhang, Zhongheng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Research Institute of Intelligent Control and Systems; Department of Emergency Medicine; School of Medicine
- 来源：arXiv 2025
- 关键词：Data Sharing - Differential privacy - Federated learning - Gradient methods - Labeled data - Medical computing - Medical image processing - Neural networks - Privacy-preserving techniques - Pulmonary diseases
- Adaptive optimal output regulation for industrial hydrocracking process被引量：24收藏
- 作者：Li, Zhongmei Huang, Mengzhe Xue, Dong Du, Wenli
- 机构： East China University of Science and Technology; New York University
- 来源：Proceedings - 2020 Chinese Automation Congress, CAC 2020 2020
- 关键词：Iterative methods - Disturbance rejection - Dynamic programming - Temperature control
- LLM-DTS: Resilience Formation Control Via Semantic Reasoning and Adaptive Topology Switching被引量：20收藏
- 作者：Zhou, Xuanjie Zhang, Yafen Zhou, Zhao Xue, Dong
- 机构： East China University of Science and Technology
- 来源：IEEE International Conference on Control and Automation, ICCA 2026
- 关键词：Adaptive control systems - Control system analysis - Industrial robots - Intelligent robots - Multipurpose robots - Navigation - Predictive control systems - Semantics - Topology
- Efficient JITL framework for nonlinear industrial chemical engineering soft sensing based on adaptive multi-branch variable scale integrated convolutional neural networks被引量：20收藏
- 作者：Chen, Yifan Li, Anlan Li, Xiangyang Xue, Dong Long, Jian
- 机构：East China Univ Sci & Technol;Sinopec Jinan Refining & Chem Co;Qingyuan Innovat Lab
- 来源：ADVANCED ENGINEERING INFORMATICS 2023
- 关键词：Soft sensor Convolutional neural network Chemical process Prediction Just-in-time Learning
- Distributed link removal strategy for networked Meta-Population epidemics and its application to the control of the COVID-19 pandemic被引量：18收藏
- 作者：Liu, Fangzhou Chen, Yuhong Liu, Tong Zhou, Zibo Xue, Dong Buss, Martin
- 机构： Chair of Automatic Control Engineering ; Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：arXiv 2020
- 关键词：Epidemiology
- Time series modeling and forecasting of epidemic spreading processes using deep transfer learning被引量：13收藏
- 作者：Xue, Dong Wang, Ming Liu, Fangzhou Buss, Martin
- 机构：East China Univ Sci & Technol;Harbin Inst Technol;Tech Univ Munich
- 来源：CHAOS SOLITONS & FRACTALS 2024
- 关键词：Time-series data Epidemic spreading Deep transfer learning CNN-BiLSTM model
- 面向石化化工行业数字化转型的新型工业操作系统浅析被引量：5收藏
- 作者：薛栋 杜文莉
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《数字化转型》 2025
- 关键词：数字化转型 工业操作系统 石化化工行业
- 摘要：石化化工行业作为我国战略性支柱产业,在新型工业化和制造业数字化转型背景下,面临前所未有的发展机遇和挑战。本文探讨了新型工业操作系统在石化化工行业数字化转型中的关键作用,强调了工业互联网、大数据和人工智能等现代信息技术如何...
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- Formation control and path planning of multi-robot systems via large language models被引量：5收藏
- 作者：Xue, Dong Zhou, Xuanjie Wang, Ming Liu, Fangzhou
- 机构：East China Univ Sci & Technol;Harbin Inst Technol
- 来源：SCIENCE CHINA-INFORMATION SCIENCES 2025
- 关键词：multi-robot systems formation control path planning obstacle avoidance large language models
- Distributed Link Removal Strategy for Networked Meta-Population Epidemics and Its Application to the Control of the COVID-19 Pandemic被引量：3收藏
- 作者：Liu, Fangzhou Chen, Yuhong Liu, Tong Xue, Dong Buss, Martin
- 机构：Tech Univ Munich;East China Univ Sci & Technol ECUST
- 来源：2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC) 2021
- 关键词：Distributed link removal networked epidemics controlling of COVID-19 pandemic
- Data-Driven Distributionally Robust Optimal Power Flow for Distribution Grids Under Wasserstein Ambiguity Sets被引量：3收藏
- 作者：Liu, Fangzhou Huo, Jincheng Liu, Fengfeng Li, Dongliang Xue, Dong
- 机构：Harbin Inst Technol;East China Univ Sci & Technol
- 来源：ELECTRONICS 2025
- 关键词：chance-constrained programming distributionally robust optimization optimal power flow Wasserstein metric
- Formation control and path planning of multi-robot systems via large language models被引量：2收藏
- 作者：Dong XUE Xuanjie ZHOU Ming WANG Fangzhou LIU
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process;Research Institute of Intelligent Control and Systems
- 来源：中国科学(信息科学)(英文版) 2025
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- Opinion diversity shaped by higher-order interactions on multi-dimensional issues被引量：2收藏
- 作者：Qi, Yimeng Xue, Dong Liu, Fangzhou
- 机构：Harbin Inst Technol;East China Univ Sci & Technol;Harbin Inst Technol
- 来源：CHAOS SOLITONS & FRACTALS 2025
- 关键词：Higher-order networks Opinion dynamics Multi-dimensional issues Opinion diversity
- Every cloud has a silver lining: DeepSeek's light through acute respiratory distress syndrome shadows被引量：2收藏
- 作者：Jin, Xinhao Zhang, Jing Yang, Jie Yang, Suibi Xue, Dong Zhang, Zhongheng
- 机构：Zhejiang Univ;Zhejiang Univ;Zhejiang Univ;East China Univ Sci & Technol;Zhejiang Univ
- 来源：JOURNAL OF THORACIC DISEASE 2025
- 关键词：Acute respiratory distress syndrome (ARDS) artificial intelligence (AI) DeepSeek precision medicine mechanical ventilation
- 基于分区选择的主动配电网分布式最优潮流分析被引量：2收藏
- 作者：刘奉奉 薛栋
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《华东理工大学学报（自然科学版）》 2024
- 关键词：主动配电系统 最优潮流问题 分布式优化 区域智能划分 数据驱动方法
- 摘要：基于交替方向乘子法(ADMM)在分布式形式下解决主动配电系统最优潮流问题(OPF),针对分布式算法性能受到配电系统区域划分影响的问题,提出了一种基于量测数据驱动的电网分区方法,以加速优化算法的收敛速度。与传统的ADMM算...
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- Molecular management in continuous catalytic reforming operations by enhanced aromatics production through transformer-driven entropy maximization reconstruction被引量：1收藏
- 作者：Shi, Yi Zhong, Weimin Peng, Xin He, Kaixun Xue, Dong
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shandong Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2025
- 关键词：Molecular management Continuous catalytic reforming Entropy maximization Multi-objective optimization Naphtha
- Flexible mitigation of epidemics by transport management被引量：1收藏
- 作者：Liu, Fangzhou Xue, Dong Yu, Xinghu Zhao, Zhihong Lin, Shiying Zhuang, Songlin del Genio, Charo I. Boccaletti, Stefano Gao, Huijun
- 机构：Harbin Inst Technol;East China Univ Sci & Technol;Ningbo Inst Intelligent Equipment Technol Co Ltd;Ningbo Univ Technol;Yongjiang Lab
- 来源：CHAOS SOLITONS & FRACTALS 2025
- 关键词：Epidemic mitigation Non-pharmaceutical interventions Optimization Control
- Hybrid model of multimodal based on data enhancement and lumped reaction kinetics: Applying to industrial ebullated-bed residue hydrogenation unit被引量：0收藏
- 作者：Jian Long Mengru Zhang Anlan Li Cheng Huang Dong Xue
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process;Sinopec Engineering Incorporation
- 来源：中国化学工程学报(英文版) 2025
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- Multi-agent reinforcement learning for multi-objective optimization of crude distillation units被引量：0收藏
- 作者：Xue, Dong Tu, Jicheng Guo, Yuan Long, Jian Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2026
- 关键词：Multi-agent reinforcement learning Multi-objective optimization Hybrid deep learning Crude distillation unit Dynamic operating conditions
- The opinion-dependent product spread over higher-order social networks被引量：0收藏
- 作者：Xue, Dong Yan, Jiangwei Zhu, Jingxi Duan, Zhaoyang Huang, Jie
- 机构：East China Univ Sci & Technol;Fuzhou Univ;Fuzhou Univ
- 来源：CHAOS SOLITONS & FRACTALS 2026
- 关键词：Higher-order interactions Hypergraphs Product spread Opinion dynamics Social networks
- 基于大语言模型的多机器人系统队形控制与路径规划研究被引量：0收藏
- 作者：周烜杰 文颖 赵云蒙 刘方舟 薛栋
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室;哈尔滨工业大学航天学院智能控制与系统研究所
- 来源：《2025中国自动化大会》 2025
- 关键词：多机器人系统 队形控制 障碍物群
- 摘要：1研究背景和意义多机器人系统（Multi-RobotSystem,MRS）近年来在农业、救援、探险等领域得到了广泛应用,展现了其在执行复杂任务中的优势。然而,现有的路径规划和队形控制方法通常依赖于预定义的规则和简单的算法...
- Large language models in emergency and critical care medicine: a comprehensive review of applications, challenges, and future directions被引量：0收藏
- 作者：Yang, Jie Yang, Suibi Shao, Ziyao Chen, Tianqi Shen, Hongjie Zhou, Pengmin Xia, Boming Lei, Xiong Wang, Lihui Xue, Dong Zheng, Shaojiang Yu, Yuetian Zhang, Zhongheng
- 机构：Zhejiang Univ;East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Hainan Med Univ;Zhejiang Univ
- 来源：BURNS & TRAUMA 2026
- 关键词：Large language models Emergency and critical care medicine Clinical decision support Multimodal integration Artificial intelligence Precision medicine
- Adaptive optimal output regulation for industrial hydrocracking process被引量：0收藏
- 作者：Li, Zhongmei Huang, Mengzhe Xue, Dong Du, Wenli
- 机构：East China Univ Sci & Technol;NYU
- 来源：2020 CHINESE AUTOMATION CONGRESS (CAC 2020) 2020
- 关键词：Hydrocracking process adaptive dynamic programming (ADP) optimal tracking
- An enhanced privacy-preserving federated few-shot learning framework for respiratory disease diagnosis被引量：0收藏
- 作者：Wang, Ming Duan, Zhaoyang Xue, Dong Liu, Fangzhou Zhang, Zhongheng
- 机构：East China Univ Sci & Technol;Harbin Inst Technol;Zhejiang Univ;Shaoxing Univ
- 来源：APPLIED SOFT COMPUTING 2026
- 关键词：Federated learning Few-shot learning Differential privacy Respiratory disease diagnosis
- 基于数据驱动与深度神经网络的智能配电网拓扑辨识被引量：0收藏
- 作者：杜文凯 陈心怡 薛栋
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《华东理工大学学报(自然科学版)》 2025
- 关键词：配电网系统 拓扑结构辨识 数据驱动 深度学习 卷积神经网络
- 摘要：网架结构的拓扑辨识是配电系统优化与控制的基础。随着风能和太阳能等可再生能源发电的高比例接入,配电网的拓扑结构变得更加复杂且变化频繁,显著增加了拓扑辨识的难度。为了提高拓扑辨识的准确率,本文结合配电网的结构和运行特点,提出...
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- 基于个体行为决策的流行病传播过程建模与分析被引量：0收藏
- 作者：陈心怡 朱婧熹 薛栋
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《华东理工大学学报(自然科学版)》 2026
- 关键词：流行病传播 位势博弈 耦合传播 非线性系统 多层网络
- 摘要：在流行病传播过程中,个体行为对传播动力学具有关键调控作用。然而,现有耦合模型常难以充分整合多重现实因素对个体行为决策的影响,或未能充分刻画传播过程中疫情反复等多种复杂状态。基于此,本文提出一种基于双层网络的行为决策与流行...
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- Hybrid model of multimodal based on data enhancement and lumped reaction kinetics: Applying to industrial ebullated-bed residue hydrogenation unit被引量：0收藏
- 作者：Long, Jian Zhang, Mengru Li, Anlan Huang, Cheng Xue, Dong
- 机构：East China Univ Sci & Technol;Sinopec Engn Inc
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2025
- 关键词：Mixed modeling Generative adversarial network Lumped kinetic model Multi-modal learning Ebullated-bed residue hydrogenation
- High-order quasi-clique detection based on motif similarity for complex networks被引量：0收藏
- 作者：Cheng, Hui Zhu, Jingxi Liu, Fangzhou Xue, Dong
- 机构：East China Univ Sci & Technol;Harbin Inst Technol
- 来源：PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 2026
- 关键词：Quasi-clique detection Motif similarity Higher-order structure Complex networks
- Opinion Dynamics on Higher-Order Social Networks: A Continuous-Time Perspective被引量：0收藏
- 作者：Duan, Zhaoyang Yan, Jiangwei Xue, Dong Liu, Fangzhou Tang, Yang
- 机构：East China Univ Sci & Technol;Harbin Inst Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2026
- 关键词：System-on-chip Circuits and systems Contacts Feedback Circuits Application specific integrated circuits Electronic mail Complex networks Message systems Network topology Continuous-time opinion dynamics contraction analysis higher-order interactions weak ties
- Doctor Sun: a bilingual multimodal large language model for biomedical AI被引量：0收藏
- 作者：Xue, Dong Shao, Ziyao Duan, Zhaoyang Liu, Fangzhou Li, Bing Zhang, Zhongheng
- 机构：East China Univ Sci & Technol;Harbin Inst Technol;Sir Run Run Shaw Hosp;Shaoxing Univ
- 来源：PEERJ COMPUTER SCIENCE 2026
- 关键词：Multimodal machine learning Large language model Medical diagnosis
- A Networked Meta-Population Epidemic Model with Population Flow and Its Application to the Prediction of the COVID-19 Pandemic被引量：0收藏
- 作者：Xue, Dong Liu, Naichao Chen, Xinyi Liu, Fangzhou
- 机构：East China Univ Sci & Technol;Harbin Inst Technol
- 来源：ENTROPY 2024
- 关键词：epidemics model discrete-time networked SAIR model population flow joint parameter-topology estimation
