成果/Result
- Optimization of lightweight task offloading strategy for mobile edge computing based on deep reinforcement learning被引量：162收藏
- 作者：Lu, Haifeng Gu, Chunhua Luo, Fei Ding, Weichao Liu, Xinping
- 机构：East China Univ Sci & Technol
- 来源：FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2020
- 关键词：Mobile edge computing Task offloading Deep reinforcement learning LSTM network Candidate network
- Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning被引量：38收藏
- 作者：Lu, Haifeng Gu, Chunhua Luo, Fei Ding, Weichao Zheng, Shuai Shen, Yifan
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2020
- 关键词：Mobile edge computing task offloading wireless power transfer multi-agent deep reinforcement learning
- A Parallel Social Spider Optimization Algorithm Based on Emotional Learning被引量：36收藏
- 作者：Lai, Zhaolin Feng, Xiang Yu, Huiqun Luo, Fei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2021
- 关键词：Clustering emotional learning parallel social spider optimization (SSO)
- Adaptive virtual machine consolidation framework based on performance-to-power ratio in cloud data centers被引量：30收藏
- 作者：Ding, Weichao Luo, Fei Han, Liangxiu Gu, Chunhua Lu, Haifeng Fuentes, Joel
- 机构：East China Univ Sci & Technol;Manchester Metropolitan Univ;Univ Biobio Chillan
- 来源：FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 2020
- 关键词：Cloud computing Dynamic consolidation Energy consumption SLA violation
- DFA-VMP: An efficient and secure virtual machine placement strategy under cloud environment被引量：24收藏
- 作者：Ding, Weichao Gu, Chunhua Luo, Fei Chang, Yaohui Rugwiro, Ulysse Li, Xiaoke Wen, Geng
- 机构：East China Univ Sci & Technol;Shanghai Univ Elect Power
- 来源：PEER-TO-PEER NETWORKING AND APPLICATIONS 2018
- 关键词：Cloud computing Virtual machine secure placement Side-channel attack Energy consumption Resource loss Firefly algorithm
- A Novel Intelligence Algorithm Based on the Social Group Optimization Behaviors被引量：22收藏
- 作者：Feng, Xiang Wang, Yuanbo Yu, Huiqun Luo, Fei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2018
- 关键词：Entropy social behavior social group social group entropy optimization (SGEO) algorithm the status optimization process
- An Edge Server Placement Method Based on Reinforcement Learning被引量：20收藏
- 作者：Luo, Fei Zheng, Shuai Ding, Weichao Fuentes, Joel Li, Yong
- 机构：East China Univ Sci & Technol;Univ Bio Bio
- 来源：ENTROPY 2022
- 关键词：edge computing markov decision process reinforcement learning access delay workload balance
- A Multiagent Meta-Based Task Offloading Strategy for Mobile-Edge Computing被引量：18收藏
- 作者：Ding, Weichao Luo, Fei Gu, Chunhua Dai, Zhiming Lu, Haifeng
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2024
- 关键词：Task analysis Heuristic algorithms Servers Energy consumption Mobile handsets Computational modeling Resource management Deep reinforcement learning (DRL) edge task offloading meta-learning multiagent
- Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters被引量：13收藏
- 作者：Chang, Yaohui Gu, Chunhua Luo, Fei Fan, Guisheng Fu, Wenhao
- 机构：East China Univ Sci & Technol;Shihezi Univ
- 来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2018
- 关键词：residual available capacity model server consolidation virtual machine migration energy consumption cloud computing
- A Multi-hashing Index for hybrid DRAM-NVM memory systems被引量：12收藏
- 作者：Li, Yong Zeng, Lingfang Chen, Guang Gu, Chunhua Luo, Fei Ding, Weichao Shi, Zhan Fuentes, Joel
- 机构：East China Univ Sci & Technol;Zhejiang Lab;Huazhong Univ Sci & Technol;Univ Bio Bio
- 来源：JOURNAL OF SYSTEMS ARCHITECTURE 2022
- 关键词：Persist memory Storage Hash Cuckoo filter
- A Soar-Based Space Exploration Algorithm for Mobile Robots被引量：11收藏
- 作者：Luo, Fei Zhou, Qin Fuentes, Joel Ding, Weichao Gu, Chunhua
- 机构：East China Univ Sci & Technol;Univ Bio Bio
- 来源：ENTROPY 2022
- 关键词：space exploration cognitive computing Soar heuristic algorithms reinforcement learning
- Performance-to-Power Ratio Aware Resource Consolidation Framework Based on Reinforcement Learning in Cloud Data Centers被引量：9收藏
- 作者：Ding, Weichao Luo, Fei Gu, Chunhua Lu, Haifeng Zhou, Qin
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2020
- 关键词：Resource consolidation reinforcement learning energy consumption SLA violation
- A novel multimodel medical image fusion framework with edge enhancement and cross-scale transformer被引量：8收藏
- 作者：Luo, Fei Wu, Daoqi Pino, Luis Rojas Ding, Weichao
- 机构：East China Univ Sci & Technol;Univ San Sebastian
- 来源：SCIENTIFIC REPORTS 2025
- 关键词：Multimodal medical image fusion Edge enhancement Cross-scale transformer Hierarchical cross-scale embedding Concise loss function
- A Flexible Reinforced Bin Packing Framework with Automatic Slack Selection被引量：6收藏
- 作者：Yang, Ting Luo, Fei Fuentes, Joel Ding, Weichao Gu, Chunhua
- 机构：East China Univ Sci & Technol;Univ Bio Bio
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2021
- 关键词：Radial basis function networks - Reinforcement learning - Eigenvalues and eigenfunctions - Mapping - Reinforcement
- Bidirectional domain transfer knowledge distillation for catastrophic forgetting in federated learning with heterogeneous data被引量：5收藏
- 作者：Min, Qi Luo, Fei Dong, Wenbo Gu, Chunhua Ding, Weichao
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2025
- 关键词：Federated learning Knowledge distillation Catastrophic forgetting
- Physarum-energy optimization algorithm被引量：5收藏
- 作者：Feng, Xiang Liu, Yang Yu, Huiqun Luo, Fei
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：SOFT COMPUTING 2019
- 关键词：Physarum optimization algorithm Energy mechanism Age factor Traveling salesman problem
- A review on multi-focus image fusion using deep learning被引量：4收藏
- 作者：Luo, Fei Zhao, Baojun Fuentes, Joel Zhang, Xueqin Ding, Weichao Gu, Chunhua Pino, Luis Rojas
- 机构：East China Univ Sci & Technol;Shanghai Dev Ctr Comp Software Technol;Univ Bio Bio;Univ San Sebastian
- 来源：NEUROCOMPUTING 2025
- 关键词：Image enhancement technique MFIF Deep learning Most-frequently-used datasets Statistics about evaluation metrics
- Communication-efficient federated learning via personalized filter pruning被引量：4收藏
- 作者：Min, Qi Luo, Fei Dong, Wenbo Gu, Chunhua Ding, Weichao
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2024
- 关键词：Federated learning Model compression Filter pruning Efficient training
- Chemical reaction-inspired dual-population co-evolutionary algorithm for many-objective optimization被引量：2收藏
- 作者：Ding, Weichao Chen, Mingshan Dong, Wenbo Luo, Fei Gu, Chunhua
- 机构：East China Univ Sci & Technol;Shanghai Key Lab Comp Software Evaluating & Testin
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2025
- 关键词：Dual-population paradigm Chemical reaction algorithm Many-objective optimization Co-evolutionary computation
- An Opposition-Based Learning CRO Algorithm for Solving the Shortest Common Supersequence Problem被引量：2收藏
- 作者：Luo, Fei Chen, Cheng Fuentes, Joel Li, Yong Ding, Weichao
- 机构：East China Univ Sci & Technol;Univ Bio Bio
- 来源：ENTROPY 2022
- 关键词：chemical reaction optimization opposition-based learning shortest common supersequence heuristic algorithm NP-hard
- An improved chemical reaction optimization algorithm for solving the shortest common supersequence problem被引量：2收藏
- 作者：Luo, Fei Chen, Cheng Fuentes, Joel
- 机构：East China Univ Sci & Technol;Univ Bio Bio
- 来源：COMPUTATIONAL BIOLOGY AND CHEMISTRY 2020
- 关键词：Chemical reaction optimization Shortest common supersequence Heuristic algorithm NP-hard
- Multi-focus image fusion based on multi-scale feature extraction and edge preservation techniques被引量：0收藏
- 作者：Zhao, Baojun Luo, Fei Pino, Luis Rojas Ding, Weichao Zhang, Xueqin
- 机构：East China Univ Sci & Technol;Shanghai Dev Ctr Comp Software Technol;Univ San Sebastian
- 来源：KNOWLEDGE-BASED SYSTEMS 2026
- 关键词：Multi-focus image fusion Unsupervised learning Multi-scale feature extraction Edge-preserving filtering Manifold theory
- A dual-population cooperative evolutionary algorithm based on contribution degree for large-scale many-objective optimization被引量：0收藏
- 作者：Ding, Weichao Jiang, Qinwen Gu, Chunhua Luo, Fei Dong, Wenbo
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2026
- 关键词：Large-scale many-objective optimization Decision variable analysis Cooperative evolution Contribution degree Resource allocation
- VDSV: Client Selection in Federated Learning Based on Value Density and Secondary Verification被引量：0收藏
- 作者：Ding, Weichao Zhou, Zhou Min, Qi Luo, Fei Dong, Wenbo Zhang, Hengrun
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 2026
- 关键词：Convergence Training Data models Servers Distributed databases Analytical models Interference Federated learning Costs Artificial intelligence client selection data heterogeneity value density secondary verification
- Online Course Curriculum Design for Subject Matter Experts: An Agile Methodology被引量：0收藏
- 作者：Rojas, Luis Sorbello, Katrina Rusu, Cristian Castro, John W. Gonzalez-Martinez, Paulina Alvarez, Claudio Luo, Fei
- 机构：Univ San Sebastian;Stella Way;Pontificia Univ Catolica Valparaiso;Univ Atacama;Univ Cent Chile
- 来源：IEEE ACCESS 2025
- 关键词：Iterative methods Education Guidelines Design methodology Subject matter experts Standards Proposals Electronic learning Visualization Systematics Adaptive learning systems agile methodologies curriculum design online education student-centered learning
- MPCMO: An improved multi-population co-evolutionary algorithm for many-objective optimization被引量：0收藏
- 作者：Ding, Weichao Liu, Jiahao Dong, Wenbo Luo, Fei Gu, Chunhua
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2026
- 关键词：Many-objective optimization Multi-population coevolution Adaptive evolution Migration strategy
- A hybrid evolutionary algorithm based on integrated molecular-gradient search for large-scale many-objective optimization被引量：0收藏
- 作者：Ding, Weichao Zhang, Tianyu Gu, Chunhua Luo, Fei Dong, Wenbo
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2026
- 关键词：Conjugate gradient Molecular collision operator Evolutionary computation Large-scale many-objective optimization
