赵宏伟｜沈阳大学｜学者主页

2026

Synergistic mamba: Mastering global frequency and local spatial contexts for low-light image enhancement

Shijun Fu, Pingping Liu, Tongshun Zhang, Hongwei Zhao, Qiuzhan Zhou

Expert Systems With Applications，Vol. 307

DOI

2026

Differentiable histogram-guided unsupervised Retinex enhancement for paired low-light images

Liyuan Yin, Pingping Liu, Tongshun Zhang, Hongwei Zhao, Qiuzhan Zhou

Expert Systems With Applications，Vol. 298

DOI

2026

XR驱动下通信装维的远程协同平台架构设计与智能技术

齐珂，赵宏伟，郑纪刚

《信息记录材料》

2026

基于多步矩阵软聚类和差分隐私的联邦学习

王子宇，张卫山，赵宏伟，包致成

《计算机工程与设计》

2026

关注热点POI的推荐算法

张博，王同舒，赵宏伟，齐晓轩

《沈阳大学学报(自然科学版)》

2026

基于信使拆分与知识蒸馏的个性化联邦超网络

宋代远，张卫山，孟令钊，郭帅，张宝宇，赵宏伟

《计算机工程与设计》

2026

基于双模型指导策略的联邦行人重识别方法

赵祎康，赵宏伟，刘启源，张卫山

《计算机工程与设计》

DOI

2026

Eliminate Conflicts and Attacks: Fair and Robust Federated Learning for Anomaly Detection of Charging Stations

Yuan-Ge Liu, Yu-Ru Liu, Weishan Zhang, Dao-Bin Luo, Qiao Qiao, Shaohua Cao, Bao-Yu Zhang, Tao Chen, Hongwei Zhao, Xiaoli Li

IEEE transactions on intelligent transportation systems (Print)

DOI

2025

基于MDP和Q-learning的绿色移动边缘计算任务卸载策略

赵宏伟，吕盛凱，庞芷茜，马子涵，李雨

《河南理工大学学报(自然科学版)》

DOI

2025

Federated Multi-Agent DRL for Task Offloading in Vehicular Edge Computing

Hongwei Zhao, Yu Li, Zhixi Pang, Zihan Ma

Electronics

DOI

2025

Exploring Virtual Reality Motion Sickness through EEG with an Attention-Based Explainable Graph Neural Network

Naishi Feng, Zi-Qi Zhao, Chenchen Hua, Hongwei Zhao

International Conference on Informatics and Analytics

DOI

2025

GAPO: A Graph Attention-Based Reinforcement Learning Algorithm for Congestion-Aware Task Offloading in Multi-Hop Vehicular Edge Computing

Hongwei Zhao, Xu-Yang Li, Chengrui Li, Lu Yao

Italian National Conference on Sensors

DOI

2025

Diffusion Generation-Based Federated Learning for Non-IID Defect Recognition

Haoyun Sun, Hongwei Zhao, Liang Xu, Rui Zhang, Weishan Zhang, Wei Jiang, Hongqing Guan, Bao-Yu Zhang

IEEE Transactions on Computational Social Systems

DOI

2025

FedDGA: Federated Multitask Learning Based on Dynamic Guided Attention

Haoyun Sun, Hongwei Zhao, Liang Xu, Weishan Zhang, Hongqing Guan, Su Yang

IEEE Transactions on Artificial Intelligence

DOI

2025

FedSW-TSAD: SWGAN-Based Federated Time Series Anomaly Detection

Xiuxian Zhang, Hongwei Zhao, Weishan Zhang, Shaohua Cao, Haoyun Sun, Bao-Yu Zhang

Italian National Conference on Sensors

DOI

2025

Federated Continual Learning Based on Weakly Supervised Diffusion Models for Disease Diagnosis

Haoyun Sun, Weishan Zhang, Rui Zhang, Liang Xu, Hongqing Guan, Hongwei Zhao, Bao-Yu Zhang, Su Yang, Xin Yu

IEEE Internet of Things Journal

DOI

2025

EPFL: Toward Elastic Personalized Federated Learning With Seamless Client Joining and Quitting

Yuan-Ge Liu, Dao-Bin Luo, Weishan Zhang, Wei Jiang, Chao-Qun Zheng, Xiaohui Sun, Yu-Ru Liu, Qiao Qiao, Tao Chen, Hongwei Zhao, Su Yang, Fei-Yue Wang

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2025

Symbiosis Rather Than Aggregation: Toward Generalized Federated Learning via Model Symbiosis

Yuan-Ge Liu, Yu-Ru Liu, Weishan Zhang, Chao-Qun Zheng, Wei Jiang, Dao-Bin Luo, Qiao Qiao, Ling-Zhao Meng, Hongwei Zhao, Su Yang

IEEE Internet of Things Journal

DOI

2025

Toward Accurate Federated Graph Learning Via Layer-Wised Clustering for Social Internet of Things

Yu-Ru Liu, Yuan-Ge Liu, Weishan Zhang, Qiao Qiao, Dao-Bin Luo, Xiaohui Sun, Chao-Qun Zheng, Shaohua Cao, Ling-Zhao Meng, Tao Chen, Hongwei Zhao, Rui Zhang

IEEE Internet of Things Journal

DOI

2024

路径规划问题的多策略改进樽海鞘群算法研究

赵宏伟，董昌林，丁兵如，柴海龙，潘志伟

《计算机科学》

2024

Adaptive Multi-Task Learning for Multi-PAR in Real World

Haoyun Sun, Hongwei Zhao, Weishan Zhang, Liang Xu, Hongqing Guan

IEEE Journal of Radio Frequency Identification

DOI

2024

HIPFL: A Hierarchical Incentive-Based Personalized Federated Learning

Yu-Ru Liu, Zhicheng Bao, Weishan Zhang, Shentao Yao, Hongwei Zhao, Zhen Zhang, Yifan Miao

2024 IEEE 4th International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2024

Community Awareness Personalized Federated Learning for Defect Detection

Hongwei Zhao, Qiyuan Liu, Haoyun Sun, Liang Xu, Weishan Zhang, Yikang Zhao, Fei-Yue Wang

IEEE Transactions on Computational Social Systems

DOI

2024

Personalized Fuzzy Federated Prompt Tuning for Re-Identification

Hongwei Zhao, Weishan Zhang, Haoyun Sun, Yikang Zhao, Yu-Ru Liu, Ziyu Wang

2024 IEEE 4th International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2023

基于车流密度的车载边缘计算任务动态卸载策略

赵宏伟，尤静月，王阳阳，赵西珂

《计算机科学》

2023

Dynamic Fitting Multi-Task Network for Multi-PAR in Smart City

Haoyun Sun, Zepei Yu, Hongwei Zhao, Weishan Zhang, Liang Xu, Jie-Han Zhou

2023 IEEE 3rd International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2023

FedQMIX: Communication-efficient federated learning via multi-agent reinforcement learning

Shaohua Cao, Han-Qing Zhang, Tian Wen, Hongwei Zhao, Quancheng Zheng, Weishan Zhang, Danyang Zheng

High Confid. Comput.

DOI

2022

应急管理场景下的边缘计算卸载策略

赵宏伟，张子祺，尤静月，王阳阳，赵西珂

《计算机工程与设计》

2021

A Federated Parallel Data Platform for Trustworthy AI

Leiming Chen, Weishan Zhang, Liang Xu, Xingjie Zeng, Qing-Hua Lu, Hongwei Zhao, Bingyang Chen, Xiao Wang

2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2021

Foreign Object Detection of Electric Transmission Line with Dynamic Federated Learning

H. Sui, Li Tong, Pu Wang, Xu Liang, Hongwei Zhao

IOP Conference Series: Earth and Environment

DOI

2019

基于改进细菌觅食算法的云计算资源调度策略

赵宏伟，田力威

《计算机科学》

2019

以业务需求为导向的数据质量管理模式研究

赵宏伟，冯涛，于海涛

《软件》

2019

Feature Fusion Detection Network for Multi-scale Object Detection

Weishan Zhang, Xia Liu, Liang Xu, Zhaotong Li, Hongwei Zhao, Jie-Han Zhou

Communications in Computer and Information Science

DOI

2019

Embedded Deep Learning for Ship Detection and Recognition

Hongwei Zhao, Weishan Zhang, Haoyun Sun, Bing Xue

Future Internet

DOI

2017

基于生物群体智能算法的云计算资源调度优化策略研究

赵宏伟

《东北大学》

2016

云计算环境下资源需求预测与调度方法的研究

赵宏伟，申德荣，田力威

《小型微型计算机系统》

2016

基于粒子群算法和RBF神经网络的云计算资源调度方法研究

赵宏伟，李圣普

《计算机科学》

2015

基于分类优化的物联网节点负载均衡策略

赵东，韩晓艳，赵宏伟，于繁华

《吉林大学学报(工学版)》

2015

基于改进粒子群算法的云计算资源调度模型的研究

赵宏伟

《沈阳大学学报(自然科学版)》

2012

云计算环境下的一种高效的资源管理策略

赵宏伟，宋宝燕，邵一川

《计算机科学》

2009

基于本体的CIM层模型转换技术研究

冯娟，史浩山，赵宏伟，李实

《计算机应用研究》

2006

基于网格平台实现作业调度的可视化研究

邵一川，赵宏伟

《大众科技》

精选作品

期刊论文

Synergistic mamba: Mastering global frequency and local spatial contexts for low-light image enhancement

Differentiable histogram-guided unsupervised Retinex enhancement for paired low-light images

XR驱动下通信装维的远程协同平台架构设计与智能技术

基于多步矩阵软聚类和差分隐私的联邦学习

关注热点POI的推荐算法

基于信使拆分与知识蒸馏的个性化联邦超网络

基于双模型指导策略的联邦行人重识别方法

Eliminate Conflicts and Attacks: Fair and Robust Federated Learning for Anomaly Detection of Charging Stations

基于MDP和Q-learning的绿色移动边缘计算任务卸载策略

Federated Multi-Agent DRL for Task Offloading in Vehicular Edge Computing

Exploring Virtual Reality Motion Sickness through EEG with an Attention-Based Explainable Graph Neural Network

GAPO: A Graph Attention-Based Reinforcement Learning Algorithm for Congestion-Aware Task Offloading in Multi-Hop Vehicular Edge Computing

Diffusion Generation-Based Federated Learning for Non-IID Defect Recognition

FedDGA: Federated Multitask Learning Based on Dynamic Guided Attention

FedSW-TSAD: SWGAN-Based Federated Time Series Anomaly Detection

Federated Continual Learning Based on Weakly Supervised Diffusion Models for Disease Diagnosis

EPFL: Toward Elastic Personalized Federated Learning With Seamless Client Joining and Quitting

Symbiosis Rather Than Aggregation: Toward Generalized Federated Learning via Model Symbiosis

Toward Accurate Federated Graph Learning Via Layer-Wised Clustering for Social Internet of Things

路径规划问题的多策略改进樽海鞘群算法研究

Adaptive Multi-Task Learning for Multi-PAR in Real World

HIPFL: A Hierarchical Incentive-Based Personalized Federated Learning

Community Awareness Personalized Federated Learning for Defect Detection

Personalized Fuzzy Federated Prompt Tuning for Re-Identification

基于车流密度的车载边缘计算任务动态卸载策略

Dynamic Fitting Multi-Task Network for Multi-PAR in Smart City

FedQMIX: Communication-efficient federated learning via multi-agent reinforcement learning

应急管理场景下的边缘计算卸载策略

A Federated Parallel Data Platform for Trustworthy AI

Foreign Object Detection of Electric Transmission Line with Dynamic Federated Learning

基于改进细菌觅食算法的云计算资源调度策略

以业务需求为导向的数据质量管理模式研究

Feature Fusion Detection Network for Multi-scale Object Detection

Embedded Deep Learning for Ship Detection and Recognition

基于生物群体智能算法的云计算资源调度优化策略研究

云计算环境下资源需求预测与调度方法的研究

基于粒子群算法和RBF神经网络的云计算资源调度方法研究

基于分类优化的物联网节点负载均衡策略

基于改进粒子群算法的云计算资源调度模型的研究

云计算环境下的一种高效的资源管理策略

基于本体的CIM层模型转换技术研究

基于网格平台实现作业调度的可视化研究

会议论文

Construction of Decision Support System(DSS) for Equipment Support Based on Big Data

研究方向