成果/Result
- Multi-modal self-supervised contrastive representation learning for three-dimensional point cloud understanding被引量：56收藏
- 作者：Ding, Weichao Yang, Zehao Luo, Fei Gu, Chunhua Dong, Wenbo
- 机构： School of Information Science and Engineering
- 来源：Engineering Applications of Artificial Intelligence 2025
- 关键词：Contrastive Learning - Learning algorithms - Learning systems - Modal analysis - Self-supervised learning - Semantic Web - Supervised learning
- 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
- 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 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
- 面向复杂可行域约束多目标优化问题的双种群协同进化算法被引量：0收藏
- 作者：丁炜超 孙立烨 罗飞 顾春华 董文波
- 机构：华东理工大学信息科学与工程学院
- 来源：《自动化学报》 2025
- 关键词：约束多目标优化 复杂可行域 协同进化 粒子群优化 向量群引导
- 摘要：约束多目标优化问题主要考虑如何在复杂约束条件下同时优化多个相互冲突的目标,其广泛存在于工程实践中.解决多目标优化问题的关键在于约束满足和目标优化之间的平衡.然而,当问题具有复杂可行域时,现有算法往往存在选择压力大小的矛盾...
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- 基于信息共享的改进双归档高维多目标进化算法被引量：0收藏
- 作者：丁炜超 李佳宁 顾春华 刘佳豪 董文波
- 机构：华东理工大学信息科学与工程学院
- 来源：《软件学报》 2026
- 关键词：高维多目标优化问题 双归档进化算法 存档截断策略 种群互映更新 信息共享机制
- 摘要：高维多目标优化问题(many-objective optimization problem,MaOP)广泛存在于科学研究和工程应用领域.受高维目标冲突引起的非支配解集数量呈指数增加影响,传统的多目标进化算法在求解MaOP...
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- 基于决策变量时域变化特征分类的动态多目标进化算法被引量：0收藏
- 作者：闵芬 董文波 丁炜超
- 机构：华东理工大学信息科学与工程学院;上海市计算机软件评测重点实验室
- 来源：《自动化学报》 2024
- 关键词：傅里叶变换 动态多目标优化问题 决策变量分类 动态多目标进化算法 预测策略
- 摘要：动态多目标优化问题(Dynamic multi-objective optimization problems,DMOPs)广泛存在于科学研究和工程实践中,其主要考虑在动态环境下同时联合优化多个冲突目标.现有方法往往关注...
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