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
- Kinetics Parameter Identification of Chain Shuttling Polymerization Based on Physics-Informed Neural Networks被引量：16收藏
- 作者：Zhao, Jieming Tian, Zhou Zhang, Xixiang Duan, Zhaoyang Lu, Jingyi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：IFAC-PapersOnLine 2024
- 关键词：Chain length - Polymerization - Structural dynamics
- A fine-tuned RNN model for accurately predicting the spatial distribution of parameters in light hydrocarbon cracking tubular reactor被引量：6收藏
- 作者：Tang, Shiyi Duan, Zhaoyang Tian, Zhou Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING JOURNAL 2025
- 关键词：Light hydrocarbon cracking Recurrent neural network PSO optimization Custom loss function
- Observer Design for State and Parameter Estimation for Two-Time-Scale Nonlinear Systems被引量：1收藏
- 作者：Xiao, Zhenyu Duan, Zhaoyang
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2024
- 关键词：parameter estimation two-time-scale nonlinear system nonlinear observer invariant manifold model reduction anaerobic digestion process modeling
- A Hierarchical Task Graph Parallel Computing Framework for Chemical Process Simulation被引量：0收藏
- 作者：Qu, Shifeng Yang, Shaoyi Du, Wenli Duan, Zhaoyang Qian, Feng Wang, Meihong
- 机构：East China Univ Sci & Technol;Univ Sheffield
- 来源：ENGINEERING 2025
- 关键词：Parallel computing Process simulation Task graph parallelism Sequential modular approach
- 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
- 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
