Shijun Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 140

Top Venues

CSCWD

ICWS

Future Gener. Comput. Syst.

IIKI

Publications

Ran Wei, Ruizhe Yang, Shijun Liu, Chongsheng Fan, Rong Zhou, Zekun Wu, Haochi Wang, Yifan Cai, Zhe Jiang
Towards an extensible model-based digital twin framework for space launch vehicles. J. Ind. Inf. Integr. 41 (2024)
Bingchen Liu, Huang Peng, Weixin Zeng, Xiang Zhao, Shijun Liu, Li Pan, Xin Li
Open knowledge base canonicalization with multi-task learning. World Wide Web (WWW) 27 (5) (2024)
Xiankun Fu, Li Pan, Shijun Liu
To store or not: Online cost optimization for running big data jobs on the cloud. Future Gener. Comput. Syst. 156 (2024)
Ran Wei, Ruizhe Yang, Shijun Liu, Chongsheng Fan, Rong Zhou, Zekun Wu, Haochi Wang, Yifan Cai, Zhe Jiang
Towards an Extensible Model-Based Digital Twin Framework for Space Launch Vehicles. CoRR (2024)
Lingjie Pei, Li Pan, Shijun Liu
An Improved Genetic Optimization Algorithm for Scheduling Serverless Application Jobs in Public Cloud Environments. CSCWD (2024)
Shihao Song, Li Pan, Shijun Liu
A Q-learning based auto-scaling approach for provisioning big data analysis services in cloud environments. Future Gener. Comput. Syst. 154 (2024)
Zhi-Wei Xu, Li Pan, Shijun Liu
An Online Algorithm Based on Replication for Using Spot Instances in IaaS Clouds. J. Comput. Sci. Technol. 39 (2) (2024)
Hao Yang, Li Pan, Shijun Liu
Faster or Cheaper: A Q-learning based cost-effective mixed cluster scaling method for achieving low tail latencies. Future Gener. Comput. Syst. 157 (2024)
Zhihong Cui, Xiangguo Sun, Hongxu Chen, Li Pan, Lizhen Cui, Shijun Liu, Guandong Xu
Dynamic Recommendation Based on Graph Diffusion and Ebbinghaus Curve. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Bingchen Liu, Shihao Hou, Weiyi Zhong, Xiaoran Zhao, Yuwen Liu, Yihong Yang, Shijun Liu, Li Pan
Enhancing Temporal Knowledge Graph Alignment in News Domain With Box Embedding. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Xiulin Li, Li Pan, Wei Song, Shijun Liu, Xiangxu Meng
Performance analysis of parallel composite service-based applications in clouds. Future Gener. Comput. Syst. 153 (2024)
Donghao Wang, Tengjiang Wang, Hao Qi, Shijun Liu, Li Pan
Research on Multi-Model Fusion for Multi-Indicator Collaborative Anomaly Prediction in IoT Devices. CSCWD (2024)
Yating Qu, Liqiang Wang, Qianru Qi, Li Pan, Shijun Liu
Predict industry merger waves utilizing supply network information. J. Ambient Intell. Humaniz. Comput. 15 (7) (2024)
Zhi-Wei Xu, Li Pan, Shijun Liu
An Online Algorithm Based on Replication for Using Spot Instances in IaaS Clouds. J. Comput. Sci. Technol. 39 (1) (2024)
Honghao Zhu, MengChu Zhou, Guanjun Liu, Yu Xie, Shijun Liu, Cheng Guo
NUS: Noisy-Sample-Removed Undersampling Scheme for Imbalanced Classification and Application to Credit Card Fraud Detection. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Weitao Yang, Li Pan, Shijun Liu
Caching or not: An online cost optimization algorithm for geodistributed data analysis in cloud environments. J. Netw. Comput. Appl. 229 (2024)
Yiqing Liu, Li Pan, Shijun Liu
Q-scheduler: Optimize Job Scheduling in Hadoop with Reinforcement Learning. CSCWD (2024)
Bingchen Liu, Huang Peng, Weixin Zeng, Xiang Zhao, Shijun Liu, Li Pan
Open Knowledge Base Canonicalization with Multi-task Learning. CoRR (2024)
Yuxiao Qi, Li Pan, Shijun Liu
An online bi-objective scheduling algorithm for service provisioning in cloud computing. J. Netw. Comput. Appl. 222 (2024)
Yuan Huang, Zezhong Huang, Shijun Liu, Liying Lan
Research on Location Selection of Mobile Communication Weak Coverage Network Based on Hierarchical K-means Clustering Algorithm. EAI Endorsed Trans. e Learn. 8 (3) (2023)
Haoran Shi, Shijun Liu, Li Pan
Domain modeling for scenario sensing and edge decision-making. EDGE (2023)
Han Cheng, Qian Li, Zhihong Cui, Shijun Liu, Li Pan
Dynamic Communications Network Linking Prediction by Disseminating Event Embedding. ICWS (2023)
Mingyu Liu, Li Pan, Shijun Liu
RLTiering: A Cost-Driven Auto-Tiering System for Two-Tier Cloud Storage Using Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Baofeng Yao, Shijun Liu, Lei Wang
Using machine learning approach to construct the people flow tracking system for smart cities. Comput. Sci. Inf. Syst. 20 (2) (2023)
Siyuan Ye, Qian Li, Guangxu Mei, Shijun Liu, Li Pan
How the four-nodes motifs work in heterogeneous node representation? World Wide Web (WWW) 26 (4) (2023)
Bingchen Liu, Shihao Hou, Weixin Zeng, Xiang Zhao, Shijun Liu, Li Pan
Open Knowledge Base Canonicalization with Multi-task Unlearning. CoRR (2023)
Cun Ji, Mingsen Du, Yanxuan Wei, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng
Time series classification with random temporal features. J. King Saud Univ. Comput. Inf. Sci. 35 (9) (2023)
Yinjuan Xu, Shijun Liu
Research on the Current Situation of Yao Embroidery Based on Knowledge Graph and the Aesthetic Characteristics of Its Decorative Patterns. HCI (48) (2023)
Xingjia Li, Li Pan, Shijun Liu
A DRL-based online VM scheduler for cost optimization in cloud brokers. World Wide Web (WWW) 26 (5) (2023)
Clive Gomes, Lalitha Natraj, Shijun Liu, Anushka Datta
A Survey of Explainable AI and Proposal for a Discipline of Explanation Engineering. CoRR (2023)
Guangxu Mei, Siyuan Ye, Shijun Liu, Li Pan, Qian Li
Heterogeneous graphlets-guided network embedding via eulerian-trail-based representation. Inf. Sci. 622 (2023)
Zhihong Cui, Xiangguo Sun, Li Pan, Shijun Liu, Guandong Xu
Event-based incremental recommendation via factors mixed Hawkes process. Inf. Sci. 639 (2023)
Mingyu Liu, Li Pan, Shijun Liu
Cost Optimization for Cloud Storage from User Perspectives: Recent Advances, Taxonomy, and Survey. ACM Comput. Surv. 55 (13s) (2023)
Xingjia Li, Li Pan, Shijun Liu
An online service provisioning strategy for container-based cloud brokers. J. Netw. Comput. Appl. 214 (2023)
Kaicheng Zhang, Li Pan, Shijun Liu
A rating prediction model with cross projection and evolving GCN for bitcoin trading network. Pers. Ubiquitous Comput. 27 (4) (2023)
Yan Jin, Shaokun Wang, Fan Liu, Hongyun Fan, Yupeng Hu, Xueqing Li, Shijun Liu
Deep Temporal State Perception Toward Artificial Cyber-Physical Systems. IEEE Internet Things J. 10 (21) (2023)
Gaojie Wang, Liqiang Wang, Shijun Liu, Haoran Shi, Li Pan
ICKG: An I Ching Knowledge Graph Tool Revealing Ancient Wisdom. ChineseCSCW (2) (2022)
Zizhe Jin, Li Pan, Shijun Liu
Randomized online edge service renting: Extending cloud-based CDN to edge environments. Knowl. Based Syst. 257 (2022)
Wen Si, Li Pan, Shijun Liu
A cost-driven online auto-scaling algorithm for web applications in cloud environments. Knowl. Based Syst. 244 (2022)
Liduo Lin, Li Pan, Shijun Liu
Learning to make auto-scaling decisions with heterogeneous spot and on-demand instances via reinforcement learning. Inf. Sci. 614 (2022)
Zhihong Cui, Hongxu Chen, Lizhen Cui, Shijun Liu, Xueyan Liu, Guandong Xu, Hongzhi Yin
Reinforced KGs reasoning for explainable sequential recommendation. World Wide Web 25 (2) (2022)
Liduo Lin, Li Pan, Shijun Liu
Methods for improving the availability of spot instances: A survey. Comput. Ind. 141 (2022)
Cun Ji, Yupeng Hu, Shijun Liu, Li Pan, Bo Li, Xiangwei Zheng
Fully convolutional networks with shapelet features for time series classification. Inf. Sci. 612 (2022)
Cun Ji, Mingsen Du, Yupeng Hu, Shijun Liu, Li Pan, Xiangwei Zheng
Time series classification based on temporal features. Appl. Soft Comput. 128 (2022)
Yuxiao Qi, Li Pan, Shijun Liu
A Lyapunov optimization-based online scheduling algorithm for service provisioning in cloud computing. Future Gener. Comput. Syst. 134 (2022)
Youyou Kang, Li Pan, Shijun Liu
An online algorithm for scheduling big data analysis jobs in cloud environments. Knowl. Based Syst. 245 (2022)
Guangxu Mei, Li Pan, Shijun Liu
Heterogeneous graph embedding by aggregating meta-path and meta-structure through attention mechanism. Neurocomputing 468 (2022)
Youyou Kang, Li Pan, Shijun Liu
Job scheduling for big data analytical applications in clouds: A taxonomy study. Future Gener. Comput. Syst. 135 (2022)
Liduo Lin, Li Pan, Shijun Liu
A Cost-Effective Framework for Running Industrial Big Data Analysis Applications in Public Clouds. IEEE Internet Things J. 9 (13) (2022)
Hao Liu, Xiutao Shi, Guangxi Li, Shijun Liu, Li Pan
Ontology Guided Sparse Tensor Factorization for joint recommendation with hierarchical relationships. Pers. Ubiquitous Comput. 26 (4) (2022)
Mingyu Liu, Li Pan, Shijun Liu
Effeclouds: A cost-effective cloud-of-clouds framework for two-tier storage. Future Gener. Comput. Syst. 129 (2022)
Xingjia Li, Li Pan, Shijun Liu
A survey of resource provisioning problem in cloud brokers. J. Netw. Comput. Appl. 203 (2022)
Xurui Song, Li Pan, Shijun Liu
An online algorithm for optimally releasing multiple on-demand instances in IaaS clouds. Future Gener. Comput. Syst. 136 (2022)
Yongjie Xie, Li Pan, Shengsong Yang, Shijun Liu
A Random Online Algorithm for Reselling Reserved IaaS Instances in Amazon's Cloud Marketplace. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Zizhe Jin, Li Pan, Shijun Liu
Online Cost-effective Edge Service Renting for Content Providers in Cloud and Edge Environments. ICWS (2021)
Mingyu Liu, Li Pan, Shijun Liu
Keep Hot or Go Cold: A Randomized Online Migration Algorithm for Cost Optimization in STaaS Clouds. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Bingbing Zheng, Li Pan, Shijun Liu
Market-Oriented Online Bi-Objective Service Scheduling for Pleasingly Parallel Jobs with Variable Resources in Cloud Environments. CoRR (2021)
Bingbing Zheng, Li Pan, Shijun Liu
An Online Cost Optimization Algorithm for IaaS Instance Releasing in Cloud Environments. CCWC (2021)
Hao L, Shijun Liu, Li Pan
Paper Recommendation Based on Author-paper Interest and Graph Structure. CSCWD (2021)
Bingbing Zheng, Li Pan, Shijun Liu
Market-oriented online bi-objective service scheduling for pleasingly parallel jobs with variable resources in cloud environments. J. Syst. Softw. 176 (2021)
Dawei Kong, Shijun Liu, Li Pan
Amazon Spot Instance Price Prediction with GRU Network. CSCWD (2021)
Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng
Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera. Sensors 20 (4) (2020)
Tengjiang Wang, Pengyu Yuan, Cun Ji, Shijun Liu
Cooperative Anomaly Detection Model and Real-Time Update Strategy for Industrial Stream Data. ChineseCSCW (2020)
Liduo Lin, Li Pan, Shijun Liu
Backup or Not: An Online Cost Optimal Algorithm for Data Analysis Jobs Using Spot Instances. IEEE Access 8 (2020)
Zeyuan Cui, Shijun Liu, Li Pan, Qiang He
Translating Embedding with Local Connection for Knowledge Graph Completion. AAMAS (2020)
Ziyu Guo, Shijun Liu, Li Pan, Qiang He
An Ego Network Embedding Model via Neighbors Sampling and Self-attention Mechanism. ISPA/BDCloud/SocialCom/SustainCom (2020)
Ziyu Guo, Guangxu Mei, Shijun Liu, Li Pan, Lei Bian, Hongwu Tang, Diansheng Wang
SGDAN - A Spatio-Temporal Graph Dual-Attention Neural Network for Quantified Flight Delay Prediction. Sensors 20 (22) (2020)
Miao Xie, Shijun Liu, Li Pan
A recommendation algorithm for sparse data via implicit relationship. ISPA/BDCloud/SocialCom/SustainCom (2020)
Cun Ji, Xiunan Zou, Shijun Liu, Li Pan
ADARC: An anomaly detection algorithm based on relative outlier distance and biseries correlation. Softw. Pract. Exp. 50 (11) (2020)
Dawei Kong, Guangze Liu, Li Pan, Shijun Liu
Bidding Strategy Based on Adaptive Differential Evolution Algorithm for Dynamic Pricing IaaS Instances. CollaborateCom (1) (2020)
Ziyu Guo, Guangxu Mei, Lei Bian, Hongwu Tang, Diansheng Wang, Li Pan, Shijun Liu
A Big Service with Network Represent Learning for Quantified Flight Delay Prediction. ICWS (2020)
Wei Gai, Meng Qi, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng
Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Miao Xie, Tengjiang Wang, Qianyu Jiang, Li Pan, Shijun Liu
Higher-Order Network Structure Embedding in Supply Chain Partner Link Prediction. ChineseCSCW (2019)
Bingbing Zheng, Li Pan, Shijun Liu, Lu Wang
An Online Mechanism for Purchasing IaaS Instances and Scheduling Pleasingly Parallel Jobs in Cloud Computing Environments. ICDCS (2019)
Shengsong Yang, Li Pan, Shijun Liu
An Online Algorithm for Selling Your Reserved IaaS Instances in Amazon EC2 Marketplace. ICWS (2019)
Zeyuan Cui, Li Pan, Shijun Liu
Hybrid BiLSTM-Siamese Network for Relation Extraction. AAMAS (2019)
Cun Ji, Chao Zhao, Shijun Liu, Chenglei Yang, Li Pan, Lei Wu, Xiangxu Meng
A fast shapelet selection algorithm for time series classification. Comput. Networks 148 (2019)
Zeyuan Cui, Li Pan, Shijun Liu, Lizhen Cui
Infer Latent Privacy for Attribute Network in Knowledge Graph. IEEE BigData (2019)
Xudong Lu, Shipeng Wang, Fengjian Kang, Shijun Liu, Hui Li, Xiangzhen Xu, Lizhen Cui
An anomaly detection method to improve the intelligent level of smart articles based on multiple group correlation probability models. Int. J. Crowd Sci. 3 (3) (2019)
Yingjie Song, Nianmei Zhou, Qianhui Sun, Wei Gai, Juan Liu, Yulong Bian, Shijun Liu, Lizhen Cui, Chenglei Yang
Mixed Reality Storytelling Environments Based on Tangible User Interface: Take Origami as an Example. VR (2019)
Ziyu Guo, Shijun Liu, Li Pan, Shanqing Guo, Tingting Niu
Psychological Gender Express via Mobile Social Network Activities: An Experimental Study on a Gay Network Data. IEEE Access 7 (2019)
Cun Ji, Chao Zhao, Li Pan, Shijun Liu, Chenglei Yang, Xiangxu Meng
A just-in-time shapelet selection service for online time series classification. Comput. Networks 157 (2019)
Guangxu Mei, Ziyu Guo, Shijun Liu, Li Pan
SGNN: A Graph Neural Network Based Federated Learning Approach by Hiding Structure. IEEE BigData (2019)
Chao Zhao, Shijun Liu, Li Pan, Cun Ji, Chenglei Yang
Selecting Superior Candidates from a Suitable Set: A Selective Extraction Algorithm for Accelerating Shapelet Discovery in Time Series Data. CSCWD (2019)
Mingyu Liu, Li Pan, Shijun Liu
To Transfer or Not: An Online Cost Optimization Algorithm for Using Two-Tier Storage-as-a-Service Clouds. IEEE Access 7 (2019)
Lei Wu, Zhen Yang, Shijun Liu, Minggang He
An Approach to Web Service Organization Based on Hypergraph Clustering. CSCWD (2018)
Shengsong Yang, Li Pan, Qingyang Wang, Shijun Liu
To Sell or Not To Sell: Trading Your Reserved Instances in Amazon EC2 Marketplace. ICDCS (2018)
Lizhen Cui, Xiangzhen Xu, Shijun Liu, Hui Li, Zhiqi Liu
TPGraph: a hospital readmission prediction method based on temporal phenotype graphs. Int. J. Data Min. Bioinform. 20 (3) (2018)
Cun Ji, Xiunan Zou, Yupeng Hu, Shijun Liu, Lei Lyu, Xiangwei Zheng
XG-SF: An XGBoost Classifier Based on Shapelet Features for Time Series Classification. IIKI (2018)
Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo
Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. DEXA (2) (2018)
Qingshi Shao, Shijun Liu, Li Pan, Chenglei Yang, Tingting Niu
A Market-Oriented Heuristic Algorithm for Scheduling Parallel Applications in Big Data Service Platform. COMPSAC (1) (2018)
Xiutao Shi, Zhouchonghao Wu, Li Pan, Lei Wu, Shijun Liu, Yuliang Shi
Network-Constrained Tensor Factorization for Personal Recommendation in an Enterprise Network. CSCWD (2018)
Xiulin Li, Shijun Liu, Li Pan, Yuliang Shi, Xiangxu Meng
Performance Analysis of Service Clouds Serving Composite Service Application Jobs. ICWS (2018)
Bingbing Zheng, Li Pan, Dong Yuan, Shijun Liu, Yuliang Shi, Lu Wang
A Truthful Mechanism for Optimally Purchasing IaaS Instances and Scheduling Parallel Jobs in Service Clouds. ICSOC (2018)
Bingbing Zheng, Li Pan, Dong Yuan, Shijun Liu
A Truthful Mechanism for Scheduling and Pricing Pleasingly Parallel Jobs in a Service Cloud. ICWS (2018)
Cun Ji, Xiunan Zou, Yupeng Hu, Shijun Liu
A 2D Transform Based Distance Function for Time Series Classification. CollaborateCom (2018)
Xiulin Li, Li Pan, Shijun Liu, Yuliang Shi, Xiangxu Meng
QoS Optimization of Service Clouds Serving Pleasingly Parallel Jobs. ICSOC (2018)
Qian Yang, Lizhen Cui, Miao Zheng, Shijun Liu, Wei Guo, Xudong Lu, Yongqing Zheng, Qingzhong Li
LBTask: A Benchmark for Spatial Crowdsourcing Platforms. ICCSE (2018)
Shengsong Yang, Li Pan, Qingyang Wang, Shijun Liu, Shuo Zhang
Subscription or Pay-as-You-Go: Optimally Purchasing IaaS Instances in Public Clouds. ICWS (2018)
Yi Wei, Li Pan, Shijun Liu, Lei Wu, Xiangxu Meng
DRL-Scheduling: An Intelligent QoS-Aware Job Scheduling Framework for Applications in Clouds. IEEE Access 6 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shijun Liu