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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Coevolution of epidemic spreading with actions and opinions in multilayer networks被引量：0收藏
- 作者：Xue, Dong Chen, Xinyi Duan, Zhaoyang Liu, Fangzhou Tang, Yang
- 机构：East China Univ Sci & Technol;Res Inst Intelligent Control & Syst
- 来源：CHAOS SOLITONS & FRACTALS 2026
- 关键词：Epidemic spreading analysis Decision-making processes Multi-layer networks Potential game
