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刘

刘士军 (Shijun Liu)

shandong university

21H指数
297论文数
1.9K被引数
收录论文 59
发表时间
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A Reinforcement Learning-Based Approach for Scheduling ML Training Tasks in Heterogeneous Kubernetes Clusters基于强化学习的异构Kubernetes集群中ML训练任务调度方法
errFuture Generation Computer Systems
IF0
err2026-03-03
err0
PREAI
errShuwei Dong; Bingbing Zheng; Li Pan; Shijun Liu
err分享
err收藏
DynaAdaFL: A GNN-Assisted MARL Framework for Client Hyperparameter Adaptive Optimization in Edge Federated Learning for Carbon Emission PredictionDynaAdaFL: 一种用于边缘联邦学习碳排放预测中客户端超参数自适应优化的图神经网络辅助多智能体强化学习框架
errIEEE Internet of Things Journal
IF8.9
err2026-02-06
err0
PREAI
errHaotian Yan; Li Pan; Shijun Liu; Weiping Li
err分享
err收藏
Hexagonal grid-based representation and generative prediction method for citywide traffic accident situations in urban area基于六边形网格的城市区域城市范围交通事故情景的表示与生成预测方法
errExpert Systems with Applications
IF7.5
err2025-12-29
err0
PREAI
errXueshen Li; Guangxu Mei; Shijun Liu; Sheharyar Khan; Li Pan
err分享
err收藏
A heterogeneous node representation and uncertainty handling approach under local edge–cloud architectures在本地边缘-云架构下的异构节点表示与不确定性处理方法
errInformation and Software Technology
IF4.3
err2025-10-29
err0
PREAI
errHaoran Shi; Ying Li; Jiabin Chen; Shijun Liu; Li Pan
err分享
err收藏
A risk assessment framework for online transactions via Graph Neural Networks and efficient probabilistic prediction基于图神经网络的在线交易风险评估框架及高效概率预测
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-21
err0
PREAI
errJicai Chang; Xuejing Fu; Zhen Chen; Li Pan; Shijun Liu
err分享
err收藏
Optimization-based hybrid offloading framework for IoMT in edge-cloud healthcare systems基于优化的IoMT边缘-云医疗系统混合卸载框架
errFuture Generation Computer Systems
IF0
err2025-09-26
err0
PREAI
errSheharyar Khan; Shijun Liu; Li Pan; Guangxu Mei
err分享
err收藏
MCIRP: A multi-granularity cross-modal interaction model based on relational propagation for Multimodal Named Entity Recognition with multiple imagesMCIRP：一种基于关系传播的多粒度跨模态交互模型，用于带有多张图片的多模态命名实体识别
errInformation Processing & Management
IF6.9
err2025-09-15
err0
PREAI
errYongheng Mu; Ziyu Guo; Xuewei Li; Lixu Shao; Shijun Liu; Feng Li; Guangxu Mei
err分享
err收藏
Balancing function performance and cluster load in serverless computing: A reinforcement learning solution在无服务器计算中平衡功能性能与集群负载：一种强化学习解决方案
errJournal of Network and Computer Applications
IF8
err2025-08-26
err0
PREAI
errMenglin Zhou; Bingbing Zheng; Li Pan; Shijun Liu
err分享
err收藏
A Fair and Efficient Resource Allocation Algorithm for Cloud Rendering Jobs一种公平且高效的云渲染作业资源分配算法
errIEEE Transactions on Services Computing
IF5.8
err2025-07-01
err0
PREAI
errXiulin Li; Li Pan; Shijun Liu; Xiangxu Meng
err分享
err收藏
RECaching: Cost-Effective Edge Caching for Cloud Storage With Differentiated Regional WorkloadsRECaching：一种针对差异化区域工作负载的云存储成本效益边缘缓存方法
errIEEE Transactions on Services Computing
IF5.8
err2025-07-01
err0
PREAI
errMingyu Liu; Li Pan; Shijun Liu
err分享
err收藏
Long-term river flow forecasting: An integrated deep learning model with multi-scale feature extraction长期河流流量预报：一种集成深度学习模型与多尺度特征提取的方法
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errWang, Deguang; Li, Qian; Li, Shijun; Pan, Li; Li, Jun
err分享
err收藏
EAGA-Net: a novel simulation-based grasping detection dataset and network with efficient adaptability of gripper attributeEAGA-Net：一种基于仿真的抓取检测数据集和网络，具有夹持器属性的高效适应性
errAdvanced Engineering Informatics
IF9.9
err2025-06-28
err0
PREAI
errYibang Zhou; Yuhao Ouyang; Shijun Liu; Haiming Xu; Xiangkai Li; Jun Nan; Xiancheng Ji; Jianjun Yi
err分享
err收藏
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems云边协同系统中的视频服务提供商在线流量分配
errIEEE Transactions on Services Computing
IF5.8
err2025-05-01
err0
PREAI
errZhiwei Zhou; Li Pan; Shijun Liu
err分享
err收藏
Caching or re-computing: Online cost optimization for running big data tasks in IaaS clouds缓存或重新计算：IaaS云中运行大数据任务的在线成本优化
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2025-03-01
err0
PREAI
errFu, Xiankun; Pan, Li; Liu, Shijun
err分享
err收藏
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers具有异构边缘服务器的边缘计算中潜在的基于游戏的计算卸载
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2025-01-01
err0
PREAI
errZhou, Zhiwei; Pan, Li; Liu, Shijun
err分享
err收藏
A Cost-Effective Hybrid Cloud Resource Scaling Framework for Batch Processing Services
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2025-01-01
err0
PREAI
errZhang, Qinzhi; Pan, Li; Liu, Shijun
err分享
err收藏
A DRL-Based Real-Time Video Processing Framework in Cloud-Edge Systems云边缘系统中基于DRL的实时视频处理框架
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-15
err0
PREAI
errFu, Xiankun; Pan, Li; Liu, Shijun
err分享
err收藏
An online cost optimization approach for edge resource provisioning in cloud gaming
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2024-12-01
err0
PREAI
errTian, Guoqing; Pan, Li; Liu, Shijun
err分享
err收藏
Collaborative Storage for Tiered Cloud and Edge: A Perspective of Optimizing Cost and Latency
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errLiu, Mingyu; Pan, Li; Liu, Shijun
err分享
err收藏
DGERCL: A Dynamic Graph Embedding Approach for Root Cause Localization in Microservice SystemsDGERCL: 一种用于微服务系统根本原因定位的动态图嵌入方法
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-11-01
err0
PREAI
errCheng, Han; Li, Qian; Liu, Bingchen; Liu, Shijun; Pan, Li
err分享
err收藏

研究方向

服务计算协同计算企业大数据
合作学者
合作期刊
W
Weitao Yang
H 指数: 96 · 论文数: 563
李
李俊 (Jun Li)
H 指数: 79 · 论文数: 558
X
Xiao‐Jun Luo
H 指数: 71 · 论文数: 365
J
Jun Nan
H 指数: 57 · 论文数: 478
X
Xiangkai Li
H 指数: 54 · 论文数: 247
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