成果/Result
- 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
- 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
- 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
- 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
- A Dual-Stage and Dual-Population Algorithm Based on Chemical Reaction Optimization for Constrained Multi-Objective Optimization被引量：0收藏
- 作者：Zhang, Tianyu Guo, Xin Li, Yan Li, Na Zheng, Ruochen Dong, Wenbo Ding, Weichao
- 机构：East China Univ Sci & Technol;Sinopec Res Inst Petr Proc Co Ltd
- 来源：PROCESSES 2025
- 关键词：constrained multi-objective optimization chemical reaction optimization two-species synergy multi-stage evolution
- Large-Scale Multi-Objective Dual-Population Co-Evolutionary Algorithm Based on Decision Variable Boundary Penalty被引量：0收藏
- 作者：Zhou, Zhou Li, Na Bao, Hu Li, Yan Guo, Xin Zheng, Ruochen Dong, Wenbo Ding, Weichao
- 机构：East China Univ Sci & Technol;Sinopec Res Inst Petr Proc Co LTD
- 来源：CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2025
- 关键词：decision variable boundary penalty decision variable quantitative analysis dual-population co-evolution large-scale multi-objective optimization
- 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
