Guisheng Fan

发表

Reliability modelling and optimization for microservice‐based cloud application using multi‐agent system

Huiqun Yu, Zheng Liu, Guisheng Fan, 2022, IET Communications.

Predicting Community Smells’ Occurrence on Individual Developers by Sentiments

Zhiqing Shao, Guisheng Fan, Zijie Huang, 2021, 2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC).

WSN Coverage Optimization Based on Two-Stage PSO

Huiqun Yu, Guisheng Fan, Xinxiu Wen, 2020 .

Local versus Global Models for Just-InTime Software Defect Prediction

Huiqun Yu, Guisheng Fan, Liqiong Chen, 2019 .

Modeling and Analyzing Attack-Defense Strategy of Resource Service in Cloud Computing

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2013, SEKE.

HQLgen: deep learning based HQL query generation from program context

Huiqun Yu, Guisheng Fan, Zijie Huang, 2022, Automated Software Engineering.

A differential evolution-based approach for effort-aware just-in-time software defect prediction

Guisheng Fan, Huiqun Yu, Xingguang Yang, 2020, Proceedings of the 1st ACM SIGSOFT International Workshop on Representation Learning for Software Engineering and Program Languages.

Location-based and Time-aware Service Recommendation in Mobile Edge Computing

Guisheng Fan, Huiqun Yu, Mengshan Yu, 2021, International Journal of Parallel Programming.

SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering

Yu Wang, P. Tan, Y. Xiong, 2022, Journal of Cheminformatics.

Underfloor heating users prediction based on SVDD

Huiqun Yu, Kai Shi, Xingguang Yang, 2017, 2017 International Conference on Progress in Informatics and Computing (PIC).

Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters

Fei Luo, Guisheng Fan, Chunhua Gu, 2018, IEICE Trans. Inf. Syst..

Software Defect Prediction via Attention-Based Recurrent Neural Network

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2019, Sci. Program..

Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach

Huiqun Yu, Guisheng Fan, Zijie Huang, 2023, IEEE Transactions on Software Engineering.

Cold-start aware cloud-native service function chain caching in resource-constrained edge: A reinforcement learning approach

Huiqun Yu, Jia-Yan Zhang, Guisheng Fan, 2022, Comput. Commun..

Multi-objective optimization of container-based microservice scheduling in edge computing

Guisheng Fan, Huiqun Yu, Liang Chen, 2021, Comput. Sci. Inf. Syst..

Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment

Guisheng Fan, Huiqun Yu, Huaiying Sun, 2020, IEEE Transactions on Network and Service Management.

Reliability Modeling and Analysis of Hospital Information System Based on Microservices

Huiqun Yu, Zheng Liu, Guisheng Fan, 2021, 2021 IEEE International Conference on Progress in Informatics and Computing (PIC).

QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud

Guisheng Fan, Liqiong Chen, Huaiying Sun, 2020, IEEE Access.

Mini-XML: An efficient mapping approach between XML and relational database

Guisheng Fan, Huiqun Yu, Huchao Zhu, 2017, 2017 IEEE/ACIS 16th International Conference on Computer and Information Science (ICIS).

Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics

Guisheng Fan, Zijie Huang, Kang Yang, 2022, J. Comput. Sci. Technol..

A formal method to model and analyse QoS-aware fault tolerant service composition

Yunxiang Liu, Guisheng Fan, Liqiong Chen, 2016, Int. J. Comput. Sci. Eng..

Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture

Guisheng Fan, Liqiong Chen, Huaiying Sun, 2020, Peer-to-Peer Netw. Appl..

Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture

Huiqun Yu, Guisheng Fan, Liqiong Chen, 2019, Peer-to-Peer Networking and Applications.

Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line

Guisheng Fan, Liqiong Chen, Huiqun Yu, 2019, Int. J. Softw. Eng. Knowl. Eng..

Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2018, 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC).

HBSniff: A static analysis tool for Java Hibernate object-relational mapping code smell detection

Huiqun Yu, Zhiqing Shao, Guisheng Fan, 2022, Sci. Comput. Program..

An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction

Huiqun Yu, Guisheng Fan, Zijie Huang, 2021, CollaborateCom.

Summarizing source code with hierarchical code representation

Guisheng Fan, Xingguang Yang, Ziyi Zhou, 2021, Inf. Softw. Technol..

Adversarial training and ensemble learning for automatic code summarization

Guisheng Fan, Huiqun Yu, Ziyi Zhou, 2021, Neural Computing and Applications.

Effective approaches to combining lexical and syntactical information for code summarization

Guisheng Fan, Huiqun Yu, Ziyi Zhou, 2020, Softw. Pract. Exp..

EFMLP: A Novel Model for Web Service QoS Prediction

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2020, CollaborateCom.

imBBO: An Improved Biogeography-Based Optimization Algorithm

Guisheng Fan, Huiqun Yu, Zheng Song, 2018, GPC.

Uncertainty‐aware scheduling of real‐time workflows under deadline constraints on multi‐cloud systems

Huiqun Yu, Guisheng Fan, Jiayin Zhang, 2022, Concurr. Comput. Pract. Exp..

Multi-Objective Biogeography-Based Method to Optimize Virtual Machine Consolidation

Fei Luo, Guisheng Fan, Huiqun Yu, 2016, SEKE.

An Energy-Efficient Dynamic Scheduling Method of Deadline-Constrained Workflows in a Cloud Environment

Huiqun Yu, Guisheng Fan, Zengpeng Li, 2022, IEEE Transactions on Network and Service Management.

Formally modeling and analyzing cost‐aware job scheduling for cloud data center

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2018, Softw. Pract. Exp..

Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks

Xiang Ji, Guisheng Fan, Huiqun Yu, 2018, Mob. Inf. Syst..

A Load-Balanced Approach to Time Efficient Resource Scheduling in SDN-Enabled Data Center

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2018, 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC).

An Approach to Handling Failure Recovery in Service Composition and Its Analysis

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2011, 2011 Fifth International Conference on Theoretical Aspects of Software Engineering.

An Aspect Oriented Approach to Analyzing Fault of Service Composition

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2010, 2010 IEEE Asia-Pacific Services Computing Conference.

A Fault-Tolerant Strategy for Improving the Reliability of Service Composition

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2010, 2010 10th International Conference on Quality Software.

Software Defect Prediction Based on Fourier Learning

Guisheng Fan, Huiqun Yu, Kang Yang, 2018, 2018 IEEE International Conference on Progress in Informatics and Computing (PIC).

ClassSum: a deep learning model for class-level code summarization

Huiqun Yu, Guisheng Fan, Ziyi Zhou, 2022, Neural computing & applications (Print).

Coverage-Based Clustering and Scheduling Approach for Test Case Prioritization

Xiang Ji, Guisheng Fan, Huiqun Yu, 2017, IEICE Trans. Inf. Syst..

Achieving Efficient Access Control via XACML Policy in Cloud Computing

Guisheng Fan, Huiqun Yu, Xin Pei, 2015, SEKE.

A Heuristic QoS-Aware Service Selection Approach to Web Service Composition

Guisheng Fan, Caizhu Yu, Dongmei Liu, 2009, 2009 Eighth IEEE/ACIS International Conference on Computer and Information Science.

Cost-effective approaches for deadline-constrained workflow scheduling in clouds

Huiqun Yu, Guisheng Fan, Zengpeng Li, 2022, The Journal of Supercomputing.

Model Based Byzantine Fault Detection Technique for Cloud Computing

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2012, 2012 IEEE Asia-Pacific Services Computing Conference.

A Petri Net-Based Byzantine Fault Diagnosis Method for Service Composition

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2012, 2012 IEEE 36th Annual Computer Software and Applications Conference.

An Empirical Study on Progressive Sampling for Just-in-Time Software Defect Prediction

Guisheng Fan, Huiqun Yu, Kang Yang, 2019, QuASoQ@APSEC.

Modeling and Analyzing Dynamic Fault-Tolerant Strategy for Deadline Constrained Task Scheduling in Cloud Computing

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

MedChatZH: a Better Medical Adviser Learns from Better Instructions

Guisheng Fan, Zijie Huang, Yang Tan, 2023, 2309.01114.

Time‐constrained and reliability aware energy minimization scheduling algorithm for heterogeneous multiprocessor environments

Huiqun Yu, Guisheng Fan, Zhao-Shun Wang, 2022, Concurrency and Computation.

Security-Aware and Time-Guaranteed Service Placement in Edge Clouds

Huiqun Yu, Zheng Liu, Guisheng Fan, 2023, IEEE Transactions on Network and Service Management.

Modeling and Analyzing Cost and Utilization Based Task Scheduling for Cloud Application

Guisheng Fan, Huiqun Yu, Liqiong Chen, 2016, 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC).

PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications

P. Tan, Guisheng Fan, Ziyi Zhou, 2023, ArXiv.

iCPBBOCO: A Combination Evaluation Algorithm Based on the Extensional BBO

Fei Luo, Guisheng Fan, Huiqun Yu, 2016, 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

A parallel portfolio approach to configuration optimization for large software product lines

Guisheng Fan, Huiqun Yu, Kai Shi, 2018, Softw. Pract. Exp..

ScaffoldGVAE: scaffold generation and hopping of drug molecules via a variational autoencoder based on multi-view graph neural networks

Guisheng Fan, Liang Hong, Song-bo Li, 2023, Journal of Cheminformatics.

Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers

Xue Liu, Guisheng Fan, Huiqun Yu, 2015, 2015 IEEE 8th International Conference on Cloud Computing.

An Empirical Studies on Optimal Solutions Selection Strategies for Effort-Aware Just-in-Time Software Defect Prediction

Guisheng Fan, Kang Yang, Xingguang Yang, 2019, SEKE.

Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment

Guisheng Fan, Huiqun Yu, Huaiying Sun, 2018, ICSOC Workshops.

Energy-efficient reliability-aware offloading for delay-sensitive tasks in collaborative edge computing

Guisheng Fan, Jiayin Zhang, Huiqun Yu, 2024, Concurr. Comput. Pract. Exp..

Cold-Start-Aware Cloud-Native Parallel Service Function Chain Caching in Edge–Cloud Network

Guisheng Fan, Jiayin Zhang, Huiqun Yu, 2024, IEEE Internet of Things Journal.

Pro-PRIME: A general Temperature-Guided Language model to engineer enhanced Stability and Activity in Proteins

L. Zhang, P. Tan, Guisheng Fan, 2023, 2307.12682.

SDGR: An SDN-Based Geographic Routing Protocol for VANET

Xiang Ji, Guisheng Fan, Huiqun Yu, 2016, 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).