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
- Cross on Cross Attention: Deep Fusion Transformer for Image Captioning被引量：86收藏
- 作者：Zhang, Jing Xie, Yingshuai Ding, Weichao Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2023
- 关键词：Image captioning deep fusion transformer global cross encoder cross on cross attention
- 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
- 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
- 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
- Task Scheduling and Resource Allocation Based on Ant-Colony Optimization and Deep Reinforcement Learning被引量：19收藏
- 作者：Rugwiro, Ulysse Gu, Chunhua Ding, Weichao
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF INTERNET TECHNOLOGY 2019
- 关键词：Task scheduling Resource allocation Ant Colony Optimization Deep Reinforcement Algorithm
- Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics被引量：12收藏
- 作者：Wang, Tianqi Zhu, Huitong Zhou, Yunlan Ding, Weihong Ding, Weichao Han, Liangxiu Zhang, Xueqin
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ;Fudan Univ;Manchester Metropolitan Univ;Shanghai Key Lab Comp Software Evaluating & Testin
- 来源：COMMUNICATIONS BIOLOGY 2024
- 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
- Discriminative sparse subspace learning with manifold regularization被引量：11收藏
- 作者：Feng, Wenyi Wang, Zhe Cao, Xiqing Cai, Bin Guo, Wei Ding, Weichao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qinghai Univ;Shanghai Aerosp Control Technol Inst
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2024
- 关键词：Manifold regularization Subspace learning Linear classification Sparse constraint
- 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
- Deep discriminative feature learning based on classification-enhanced neural networks for visual process monitoring被引量：9收藏
- 作者：Wang, Wenjing Yu, Zhenhua Ding, Weichao Jiang, Qingchao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2024
- 关键词：Discriminative feature learning Visual process monitoring Deep neural network T -stochastic neighbor embedding
- 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 Meta Reinforcement Learning-Based Task Offloading Strategy for IoT Devices in an Edge Cloud Computing Environment被引量：8收藏
- 作者：Yang, He Ding, Weichao Min, Qi Dai, Zhiming Jiang, Qingchao Gu, Chunhua
- 机构：SINOPEC Res Inst Petr Proc Co Ltd;East China Univ Sci & Technol;Shanghai Jian Qiao Univ
- 来源：APPLIED SCIENCES-BASEL 2023
- 关键词：task offloading mobile edge computing meta reinforcement learning IoT devices
- Object aroused emotion analysis network for image sentiment analysis被引量：7收藏
- 作者：Zhang, Jing Liu, Jiangpei Ding, Weichao Wang, Zhe
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Image sentiment analysis Object semantics Object emotion distribution mapping Visual attention mechanism
- 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
- M-E-AWA: A Novel Task Scheduling Approach Based on Weight Vector Adaptive Updating for Fog Computing被引量：6收藏
- 作者：Dai, Zhiming Ding, Weichao Min, Qi Gu, Chunhua Yao, Baohua Shen, Xiaohan
- 机构：East China Univ Sci & Technol;Shanghai Jian Qiao Univ;Shanghai Inst Civil Def Sci
- 来源：PROCESSES 2023
- 关键词：fog computing task scheduling multi-objective evolutionary algorithm MOEA D
- Semantic alignment with self-supervision for class incremental learning被引量：6收藏
- 作者：Fu, Zhiling Wang, Zhe Xu, Xinlei Yang, Mengping Chi, Ziqiu Ding, Weichao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Class incremental learning Semantic alignment Self-supervision Self-distillation
- Research on Multi-Objective Evolutionary Algorithms Based on Large-Scale Decision Variable Analysis被引量：5收藏
- 作者：Li, Jianing Xu, Sijia Zheng, Jiaming Jiang, Guoqing Ding, Weichao
- 机构：East China Univ Sci & Technol;Minist Publ Secur
- 来源：APPLIED SCIENCES-BASEL 2024
- 关键词：dual-population cooperative evolution decision variable characteristic analysis large-scale optimization high-dimensional many-objective container resource scheduling
- 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
- 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
- Plant-Wide Distributed Adaptive Probability Density Analysis Method for Incipient Fault Detection被引量：4收藏
- 作者：Tao, Yang Chen, Min Shi, Hongbo Song, Bing Tan, Shuai Ding, Weichao
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2025
- 关键词：Adaptation models Feature extraction Fault detection Data mining Process monitoring Data models Probability Heuristic algorithms Analytical models Correlation Distributed adaptive probability density analysis incipient fault detection multivariate statistics plant-wide process monitoring
- 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
- 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 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-Population Constrained Multi-Objective Evolutionary Algorithm with Adaptive Knowledge Migration被引量：0收藏
- 作者：Yang, Youliang Xu, Sijia Xu, Yang Shi, Wanxin Yang, He Ding, Weichao
- 机构：China Petr & Chem Corp;East China Univ Sci & Technol;Sinopec Res Inst Petr Proc Co Ltd
- 来源：PROCESSES 2026
- 关键词：constrained multi-objective optimization dual-population coevolution adaptive knowledge migration negative-transfer suppression evolutionary algorithm
- 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
