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
- Cross-modal heterogeneous graph reasoning network for visual question answering被引量：63收藏
- 作者：Zhang, Jing Teng, Jiong Ding, Weichao Wang, Zhe
- 机构： Department of Computer Science and Engineering
- 来源：Neural Computing and Applications 2025
- 关键词：Modal analysis
- 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
- MA-MFIF: When misaligned multi-focus Image fusion meets deep homography estimation被引量：49收藏
- 作者：Zhao, Baojun Luo, Fei Fuentes, Joel Ding, Weichao Gu, Chunhua
- 机构： School of Information Science and Engineering; Shanghai Key Laboratory of Computer Software Evaluating and Testing; Department of Computer Science and Information Technologies
- 来源：Multimedia Tools and Applications 2025
- 关键词：Data handling - Deep learning - Image fusion
- 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
- FedBKT: Federated Learning with Model HeterogenEIty via Bidirectional Knowledge Transfer with Mediator Model被引量：19收藏
- 作者：Min, Qi Wang, Hui Jia, Peng Qiu, Yuan Gu, Chunhua Ding, Weichao
- 机构： School of Information Science and Engineering; Shanghai Aerospace Electronic Technology Institute; Shanghai Key Laboratory of Collaborative Computing in Spacial Heterogenous Networks
- 来源：Lecture Notes in Computer Science 2025
- 关键词：Data mining - Data privacy - Extraction - Information retrieval - Knowledge acquisition - Knowledge management
- Research on the Key Technology and Performance Analysis of SOME/IP被引量：19收藏
- 作者：Zhang, Yifeng Ding, Weichao Yang, Zeping Zhou, Qin
- 机构： Control Software Department; School of Information and Engineering; School of Information and Engineering
- 来源：ACM International Conference Proceeding Series 2020
- 关键词：Automobiles - Vehicle performance - Application programs - Automotive industry - Internet protocols - Network architecture - Information services - Complex networks - Scalability - Software reliability - Vehicle transmissions - Middleware - Service oriented architecture (SOA)
- 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
- An Improved NSGAII Algorithm Based on Site-Directed Mutagenesis Method for Multi-Objective Optimization被引量：17收藏
- 作者：Ren, Qiang Luo, Fei Ding, Weichao Lu, Haifeng
- 机构： East China University of Science and Technology
- 来源：2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019 2019
- 关键词：Benchmarking - Evolutionary algorithms - Mutagenesis - Multiobjective optimization - Learning algorithms
- Construction and performance analysis of unified storage cloud platform based on OpenStack with Ceph RBD被引量：16收藏
- 作者：Ding, Weichao Gu, Chunhua Luo, Fei Chang, Yaohui
- 机构： Department of Computer Science and Engineering
- 来源：2018 3rd IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2018 2018
- 关键词：Virtual machine - Platform as a Service (PaaS) - File organization - Network security
- Large Language Models Can be Few-Shot Server Anomaly Detector被引量：13收藏
- 作者：Wang, Meng Wang, Hui Cao, Zhenhao Qiu, Yuan Chen, Xu Ding, Weichao
- 机构： School of Information Science and Engineering; Shanghai Aerospace Electronic Technology Institute
- 来源：2025 5th International Conference on Machine Learning and Intelligent Systems Engineering, MLISE 2025 2025
- 关键词：Anomaly detection - Classification (of information) - Data handling - Time series analysis
- 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
- 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
- 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
- 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 Novel Deep Knowledge Tracing Model with Problem Complexity and State Stability被引量：1收藏
- 作者：Li, Xinxin Luo, Fei Ouyang, Junhai Pino, Luis Rojas Li, Wenhai Ding, Weichao Gu, Chunhua
- 机构：East China Univ Sci & Technol;Univ San Sebastian;Wuhan Univ
- 来源：INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION 2025
- 关键词：Entropy-based complexity Knowledge tracing Contrastive learning in education Knowledge state stability
- 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
