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刘

刘士军 (Shijun Liu)

shandong university

21H-index
297Paper Count
1.9KCitation Count
Published Papers 59
Publication Date
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A Reinforcement Learning-Based Approach for Scheduling ML Training Tasks in Heterogeneous Kubernetes Clusters
errFuture Generation Computer Systems
IF0
err2026-03-03
err0
PREAI
errShuwei Dong; Bingbing Zheng; Li Pan; Shijun Liu
errShare
errSave
DynaAdaFL: A GNN-Assisted MARL Framework for Client Hyperparameter Adaptive Optimization in Edge Federated Learning for Carbon Emission Prediction
errIEEE Internet of Things Journal
IF8.9
err2026-02-06
err0
PREAI
errHaotian Yan; Li Pan; Shijun Liu; Weiping Li
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errSave
Hexagonal grid-based representation and generative prediction method for citywide traffic accident situations in urban area
errExpert Systems with Applications
IF7.5
err2025-12-29
err0
PREAI
errXueshen Li; Guangxu Mei; Shijun Liu; Sheharyar Khan; Li Pan
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errSave
A heterogeneous node representation and uncertainty handling approach under local edge–cloud architectures
errInformation and Software Technology
IF4.3
err2025-10-29
err0
PREAI
errHaoran Shi; Ying Li; Jiabin Chen; Shijun Liu; Li Pan
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errSave
A risk assessment framework for online transactions via Graph Neural Networks and efficient probabilistic prediction
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-21
err0
PREAI
errJicai Chang; Xuejing Fu; Zhen Chen; Li Pan; Shijun Liu
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errSave
Optimization-based hybrid offloading framework for IoMT in edge-cloud healthcare systems
errFuture Generation Computer Systems
IF0
err2025-09-26
err0
PREAI
errSheharyar Khan; Shijun Liu; Li Pan; Guangxu Mei
errShare
errSave
MCIRP: A multi-granularity cross-modal interaction model based on relational propagation for Multimodal Named Entity Recognition with multiple images
errInformation Processing & Management
IF6.9
err2025-09-15
err0
PREAI
errYongheng Mu; Ziyu Guo; Xuewei Li; Lixu Shao; Shijun Liu; Feng Li; Guangxu Mei
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errSave
Balancing function performance and cluster load in serverless computing: A reinforcement learning solution
errJournal of Network and Computer Applications
IF8
err2025-08-26
err0
PREAI
errMenglin Zhou; Bingbing Zheng; Li Pan; Shijun Liu
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errSave
A Fair and Efficient Resource Allocation Algorithm for Cloud Rendering Jobs
errIEEE Transactions on Services Computing
IF5.8
err2025-07-01
err0
PREAI
errXiulin Li; Li Pan; Shijun Liu; Xiangxu Meng
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errSave
RECaching: Cost-Effective Edge Caching for Cloud Storage With Differentiated Regional Workloads
errIEEE Transactions on Services Computing
IF5.8
err2025-07-01
err0
PREAI
errMingyu Liu; Li Pan; Shijun Liu
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errSave
Long-term river flow forecasting: An integrated deep learning model with multi-scale feature extraction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errWang, Deguang; Li, Qian; Li, Shijun; Pan, Li; Li, Jun
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errSave
EAGA-Net: a novel simulation-based grasping detection dataset and network with efficient adaptability of gripper attribute
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
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errSave
Online Traffic Allocation for Video Service Providers in Cloud-Edge Cooperative Systems
errIEEE Transactions on Services Computing
IF5.8
err2025-05-01
err0
PREAI
errZhiwei Zhou; Li Pan; Shijun Liu
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errSave
Caching or re-computing: Online cost optimization for running big data tasks in IaaS clouds
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2025-03-01
err0
PREAI
errFu, Xiankun; Pan, Li; Liu, Shijun
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errSave
Potential Game-Based Computation Offloading in Edge Computing With Heterogeneous Edge Servers
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2025-01-01
err0
PREAI
errZhou, Zhiwei; Pan, Li; Liu, Shijun
errShare
errSave
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
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errSave
A DRL-Based Real-Time Video Processing Framework in Cloud-Edge Systems
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-15
err0
PREAI
errFu, Xiankun; Pan, Li; Liu, Shijun
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errSave
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
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errSave
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
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errSave
DGERCL: A Dynamic Graph Embedding Approach for Root Cause Localization in Microservice Systems
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-11-01
err0
PREAI
errCheng, Han; Li, Qian; Liu, Bingchen; Liu, Shijun; Pan, Li
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errSave

Research Directions

服务计算协同计算企业大数据
Co-authors
Cooperation Journals
W
Weitao Yang
H-index: 96 · Papers: 563
李
李俊 (Jun Li)
H-index: 79 · Papers: 558
X
Xiao‐Jun Luo
H-index: 71 · Papers: 365
J
Jun Nan
H-index: 57 · Papers: 478
X
Xiangkai Li
H-index: 54 · Papers: 247
View more