成果/Result
- Few-shot classification via efficient meta-learning with hybrid optimization被引量：54收藏
- 作者：Jia, Jinfang Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Few-shot learning Meta-learning Data augmentation Initialization attenuation Resolution increase
- 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)
- BDLA: Bi-directional local alignment for few-shot learning被引量：33收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Li, Xiuquan Gao, Mengqi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Few-shot learning Local descriptor Bi-directional distance Convex combination
- 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 efficient evolutionary algorithm based on deep reinforcement learning for large-scale sparse multiobjective optimization被引量：22收藏
- 作者：Gao, Mengqi Feng, Xiang Yu, Huiqun Li, Xiuquan
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Large-scale Sparse multiobjective optimization Evolutionary computation Deep reinforcement learning
- Unsupervised few-shot image classification via one-vs-all contrastive learning被引量：21收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Li, Xiuquan Gao, Mengqi
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Few-shot image classification One-vs-all contrastive loss Instance invariance Neural projection
- Cooperative density-aware representation learning for few-shot visual recognition被引量：20收藏
- 作者：Zheng, Zijun Feng, Xiang Yu, Huiqun Gao, Mengqi
- 机构：East China Univ Sci & Technol; Shanghai Engn Res Ctr Smart Energy
- 来源：NEUROCOMPUTING 2022
- 关键词：Few-shot visual recognition Cooperative density loss Representation learning Semantic information
- An opposition-based differential evolution clustering algorithm for emotional preference and migratory behavior optimization被引量：18收藏
- 作者：Dai, Mingzhi Feng, Xiang Yu, Huiqun Guo, Weibin
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Biogeography -based algorithm Emotional preference and migratory behavior Differential evolution (DE) strategy Opposition -based learning Data clustering
- A constrained multiobjective evolutionary algorithm with the two-archive weak cooperation被引量：15收藏
- 作者：Li, Yingwei Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：INFORMATION SCIENCES 2022
- 关键词：Two -archive weak cooperation Constrained handling Constrained multiobjective optimization Evolutionary algorithm
- To be global or personalized: Generalized federated learning with cooperative adaptation for data heterogeneity被引量：12收藏
- 作者：Ding, Kaijian Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Federated learning Knowledge distillation Data heterogeneity Healthcare
- A novel bio-inspired approach based on the behavior of mosquitoes被引量：11收藏
- 作者：Feng, Xiang Lau, Francis C. M. Yu, Huiqun
- 机构：E China Univ Sci & Technol;Univ Hong Kong
- 来源：INFORMATION SCIENCES 2013
- 关键词：Traveling salesman problem (TSP) Mosquito host-seeking algorithm (MHSA) Distributed and parallel algorithm
- Multi-kernel classification machine with reduced complexity被引量：10收藏
- 作者：Wang, Zhe Zhu, Changming Niu, Zengxin Gao, Daqi Feng, Xiang
- 机构：E China Univ Sci & Technol;Soochow Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2014
- 关键词：Multiple kernel learning Nystrom approximation Reduced computation complexity Generalization risk analysis Pattern classification
- CRYSTAL ENERGY OPTIMIZATION ALGORITHM被引量：9收藏
- 作者：Feng, Xiang Ma, Meiyi Yu, Huiqun
- 机构：East China Univ Sci & Technol
- 来源：COMPUTATIONAL INTELLIGENCE 2016
- 关键词：crystal energy optimizer (CEO) computational intelligence parallel algorithm nature-inspired algorithm traveling salesman problem (TSP)
- A Dynamic Knowledge-Guided Coevolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems被引量：9收藏
- 作者：Li, Yingwei Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2024
- 关键词：Pareto optimization Optimization Heuristic algorithms Dimensionality reduction Neural networks Input variables Genetic operators Cooperative coevolution evolutionary algorithm (ea) large-scale multiobjective optimization sparse Pareto optimal solutions
- Solving High-Dimensional Expensive Multiobjective Optimization Problems by Adaptive Decision Variable Grouping被引量：9收藏
- 作者：Li, Yingwei Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 2025
- 关键词：Evolutionary computation Optimization Iron Vectors Statistics Sociology Convergence Decision variable grouping expensive optimization multiobjective optimization surrogate-assisted evolutionary algorithm (SAea)
- A clustering algorithm based on emotional preference and migratory behavior被引量：8收藏
- 作者：Feng, Xiang Zhong, Dajian Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：SOFT COMPUTING 2020
- 关键词：Emotional preference Migration Optimization algorithm Data clustering
- The parallel optimization of network bandwidth allocation based on generalized particle model被引量：8收藏
- 作者：Shuai, Dianxun Feng, Xiang
- 机构：E China Univ Sci & Technol;Tsinghua Univ
- 来源：COMPUTER NETWORKS 2006
- 关键词：bandwidth allocation duality model multi-objective optimization generalized particle model distributed parallel algorithm computer networks
- Distributed problem solving in multiagent systems: A sprint net approach被引量：7收藏
- 作者：Shuai, DX Feng, X
- 机构：E China Univ Sci & Technol
- 来源：IEEE INTELLIGENT SYSTEMS 2005
- 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
- Contrastive variational auto-encoder driven convergence guidance in evolutionary multitasking被引量：5收藏
- 作者：Wang, Ruilin Feng, Xiang Yu, Huiqun
- 机构：Shanghai Engn Res Ctr Smart Energy
- 来源：APPLIED SOFT COMPUTING 2024
- 关键词：Multifactorial evolutionary algorithm Contrastive learning Variational auto-encoder Knowledge transfer
- Double-fold localized multiple matrixized learning machine被引量：5收藏
- 作者：Zhu, Changming Wang, Zhe Gao, Daqi Feng, Xiang
- 机构：E China Univ Sci & Technol;Shanghai Key Lab Intelligent Informat Proc;Soochow Univ
- 来源：INFORMATION SCIENCES 2015
- 关键词：Localized learning Matrixized learning Nonlinear learning Gating model Pattern representation
- Broad learning algorithm of cascaded enhancement nodes based on phase space reconstruction被引量：4收藏
- 作者：Cai, Xinyu Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Broad learning system Time series prediction Weight factor Cascade of enhancement nodes
- Embracing Multiheterogeneity and Privacy Security Simultaneously: A Dynamic Privacy-Aware Federated Reinforcement Learning Approach被引量：4收藏
- 作者：Jin, Chenying Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025
- 关键词：Privacy Sensitivity Data privacy Convergence Training Servers Learning systems Differential privacy (DP) dynamic privacy allocation and adjustment federated reinforcement learning (FRL) multiheterogeneity
- A large-scale multiobjective evolutionary algorithm with overlapping decomposition and adaptive reference point selection被引量：4收藏
- 作者：Gao, Mengqi Feng, Xiang Yu, Huiqun Li, Xiuquan
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy;Chinese Acad Sci & Technol Dev
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Large-scale multiobjective optimization Overlap decomposition Adaptive reference point selection Ensemble optimization
- A parallel chimp optimization algorithm based on tracking-learning and fuzzy opposition-learning behaviors for data classification被引量：4收藏
- 作者：Lai, Zhaolin Li, Guangyuan Feng, Xiang Hu, Xiaochun Jiang, Caoqing
- 机构：Guangxi Univ Finance & Econ;Guangxi Key Lab Big Data Finance & Econ;East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2024
- 关键词：Global optimization - Learning algorithms - Parallel architectures
- Small-sample size problems solving based on incremental learning: an adaptive Bayesian quadrature approach被引量：3收藏
- 作者：Feng, Yiding Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Smart Energy
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Incremental learning Bayesian quadrature Small-sample size problems Multi-startADAM Programming problems
- A new internet of things group search optimizer被引量：3收藏
- 作者：Feng, Xiang Liu, Xiaoting Yu, Huiqun
- 机构：E China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS 2016
- 关键词：Internet of Things group search optimizer sensor network binary group search optimizer leader decision
- The social team building optimization algorithm被引量：3收藏
- 作者：Feng, Xiang Xu, Hanyu Wang, Yuanbo Yu, Huiqun
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：SOFT COMPUTING 2019
- 关键词：Nature-inspired algorithm Swarm theory State evolution theory Energy-entropy theory Single-objective optimization
- A Brain-Inspired Incremental Multitask Reinforcement Learning Approach被引量：3收藏
- 作者：Jin, Chenying Feng, Xiang Yu, Huiqun
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS 2024
- 关键词：Task analysis Training Reinforcement learning Convergence Scalability Multitasking Heuristic algorithms Brain-inspired reinforcement learning conSCIous and subconSCIous mode distributed and incremental architecture multitask reinforcement learning off-policy correction
- Behavioral modeling with the new bio-inspired coordination generalized molecule model algorithm被引量：2收藏
- 作者：Feng, Xiang Lau, Francis C. M. Yu, Huiqun
- 机构：E China Univ Sci & Technol;Univ Hong Kong
- 来源：INFORMATION SCIENCES 2013
- 关键词：Social networks (SN) Social behavior Social coordination Coordination generalized molecule model (CGMM)
