Guisheng Fan

Orcid: 0000-0002-2702-0242

According to our database1, Guisheng Fan authored at least 145 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications.
J. Cheminformatics, December, 2024

Learning to Generate Structured Code Summaries From Hybrid Code Context.
IEEE Trans. Software Eng., October, 2024

Exploring better alternatives to size metrics for explainable software defect prediction.
Softw. Qual. J., June, 2024

Bug report priority prediction using social and technical features.
J. Softw. Evol. Process., June, 2024

Cold-Start-Aware Cloud-Native Parallel Service Function Chain Caching in Edge-Cloud Network.
IEEE Internet Things J., June, 2024

Energy-efficient reliability-aware offloading for delay-sensitive tasks in collaborative edge computing.
Concurr. Comput. Pract. Exp., June, 2024

Energy-efficient offloading for DNN-based applications in edge-cloud computing: A hybrid chaotic evolutionary approach.
J. Parallel Distributed Comput., May, 2024

Elastic Task Offloading and Resource Allocation Over Hybrid Cloud: A Reinforcement Learning Approach.
IEEE Trans. Netw. Serv. Manag., April, 2024

On the effectiveness of developer features in code smell prioritization: A replication study.
J. Syst. Softw., April, 2024

Adaptive edge service deployment in burst load scenarios using deep reinforcement learning.
J. Supercomput., March, 2024

Aligning XAI explanations with software developers' expectations: A case study with code smell prioritization.
Expert Syst. Appl., March, 2024

Enhancing code summarization with action word prediction.
Neurocomputing, January, 2024

Protein Engineering with Lightweight Graph Denoising Neural Networks.
J. Chem. Inf. Model., 2024

Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models.
J. Chem. Inf. Model., 2024

Handling hierarchy in cloud data centers: A Hyper-Heuristic approach for resource contention and energy-aware Virtual Machine management.
Expert Syst. Appl., 2024

CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin Evaluation.
CoRR, 2024

A PLMs based protein retrieval framework.
CoRR, 2024

MedChatZH: A tuning LLM for traditional Chinese medicine consultations.
Comput. Biol. Medicine, 2024

Response Time and Energy-Aware Optimization for Co-Locating Microservices and Offline Tasks.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering.
J. Cheminformatics, December, 2023

ScaffoldGVAE: scaffold generation and hopping of drug molecules via a variational autoencoder based on multi-view graph neural networks.
J. Cheminformatics, December, 2023

Cost-efficient security-aware scheduling for dependent tasks with endpoint contention in edge computing.
Comput. Commun., November, 2023

Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds.
IEEE Trans. Netw. Serv. Manag., September, 2023

An Energy-Efficient Dynamic Scheduling Method of Deadline-Constrained Workflows in a Cloud Environment.
IEEE Trans. Netw. Serv. Manag., September, 2023

Cost-effective approaches for deadline-constrained workflow scheduling in clouds.
J. Supercomput., May, 2023

Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach.
IEEE Trans. Software Eng., April, 2023

Security-Aware and Time-Guaranteed Service Placement in Edge Clouds.
IEEE Trans. Netw. Serv. Manag., March, 2023

Estimation and predicting of soil water characteristic curve using the support vector machine method.
Earth Sci. Informatics, March, 2023

ClassSum: a deep learning model for class-level code summarization.
Neural Comput. Appl., February, 2023

Uncertainty-aware scheduling of real-time workflows under deadline constraints on multi-cloud systems.
Concurr. Comput. Pract. Exp., February, 2023

MedChatZH: a Better Medical Adviser Learns from Better Instructions.
CoRR, 2023

2022
A graph sequence neural architecture for code completion with semantic structure features.
J. Softw. Evol. Process., 2022

HBSniff: A static analysis tool for Java Hibernate object-relational mapping code smell detection.
Sci. Comput. Program., 2022

Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics.
J. Comput. Sci. Technol., 2022

Summarizing source code with hierarchical code representation.
Inf. Softw. Technol., 2022

Code Generation with Hybrid of Structural and Semantic Features Retrieval.
Int. J. Softw. Eng. Knowl. Eng., 2022

Improving Just-In-Time Comment Updating via AST Edit Sequence.
Int. J. Softw. Eng. Knowl. Eng., 2022

Automatic Identification of High-Impact Bug Report by Product and Test Code Quality.
Int. J. Softw. Eng. Knowl. Eng., 2022

Reliability modelling and optimization for microservice-based cloud application using multi-agent system.
IET Commun., 2022

Modelling and analysing the reliability for microservice-based cloud application based on predicate Petri net.
Expert Syst. J. Knowl. Eng., 2022

Time-constrained and reliability aware energy minimization scheduling algorithm for heterogeneous multiprocessor environments.
Concurr. Comput. Pract. Exp., 2022

Time-cost efficient memory configuration for serverless workflow applications.
Concurr. Comput. Pract. Exp., 2022

Cold-start aware cloud-native service function chain caching in resource-constrained edge: A reinforcement learning approach.
Comput. Commun., 2022

HQLgen: deep learning based HQL query generation from program context.
Autom. Softw. Eng., 2022

Bug Report Priority Prediction Using Developer-Oriented Socio-Technical Features.
Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

Dynamic Trust-Based Resource Allocation Mechanism for Secure Edge Computing.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021
An Approach to Modeling and Analyzing Reliability for Microservice-Oriented Cloud Applications.
Wirel. Commun. Mob. Comput., 2021

Adversarial training and ensemble learning for automatic code summarization.
Neural Comput. Appl., 2021

DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction.
Int. J. Softw. Eng. Knowl. Eng., 2021

Location-based and Time-aware Service Recommendation in Mobile Edge Computing.
Int. J. Parallel Program., 2021

Estimating parameters for the Van Genuchten model from soil physical-chemical properties of undisturbed loess-soil.
Earth Sci. Informatics, 2021

Multi-objective optimization of container-based microservice scheduling in edge computing.
Comput. Sci. Inf. Syst., 2021

An Empirical Study on the Impact of Class Overlapin Just-in-Time Software Defect Prediction (S).
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Efficiency-First Fault-Tolerant Replica Scheduling Strategy for Reliability Constrained Cloud Application.
Proceedings of the Network and Parallel Computing, 2021

Predicting Community Smells' Occurrence on Individual Developers by Sentiments.
Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

A novel software defect prediction method based on hierarchical neural network.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

Dual-Channel Graph Contextual Self-Attention Network for Session-Based Recommendation.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

2020
Modeling and Analyzing Dynamic Fault-Tolerant Strategy for Deadline Constrained Task Scheduling in Cloud Computing.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment.
IEEE Trans. Netw. Serv. Manag., 2020

Effective approaches to combining lexical and syntactical information for code summarization.
Softw. Pract. Exp., 2020

Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture.
Peer-to-Peer Netw. Appl., 2020

Graph embedding code prediction model integrating semantic features.
Comput. Sci. Inf. Syst., 2020

QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud.
IEEE Access, 2020

Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing.
Proceedings of the Network and Parallel Computing, 2020

EFMLP: A Novel Model for Web Service QoS Prediction.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

Code Prediction Based on Graph Embedding Model.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

WSN Coverage Optimization Based on Two-Stage PSO.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

2019
Local versus Global Models for Just-In-Time Software Defect Prediction.
Sci. Program., 2019

Software Defect Prediction via Attention-Based Recurrent Neural Network.
Sci. Program., 2019

融合动态协同过滤和深度学习的推荐算法 (Integrating Dynamic Collaborative Filtering and Deep Learning for Recommendation).
计算机科学, 2019

A Parallel Framework of Combining Satisfiability Modulo Theory with Indicator-Based Evolutionary Algorithm for Configuring Large and Real Software Product Lines.
Int. J. Softw. Eng. Knowl. Eng., 2019

Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line.
Int. J. Softw. Eng. Knowl. Eng., 2019

A Reliable and Efficient Routing Protocol Based on Virtual Backbone in Vehicular Ad Hoc Networks.
IEICE Trans. Commun., 2019

An Empirical Studies on Optimal Solutions Selection Strategies for Effort-Aware Just-in-Time Software Defect Prediction.
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019

Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing.
Proceedings of the Network and Parallel Computing, 2019

An Empirical Study on Progressive Sampling for Just-in-Time Software Defect Prediction.
Proceedings of the 7th International Workshop on Quantitative Approaches to Software Quality co-located with 26th Asia-Pacific Software Engineering Conference (APSEC 2019), 2019

Deep Semantic Feature Learning with Embedded Static Metrics for Software Defect Prediction.
Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

2018
A parallel portfolio approach to configuration optimization for large software product lines.
Softw. Pract. Exp., 2018

Formally modeling and analyzing cost-aware job scheduling for cloud data center.
Softw. Pract. Exp., 2018

Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks.
Mob. Inf. Syst., 2018

燃气行业热线数据的情感分析 (Sentiment Analysis of Hotline Data in Gas Industry).
计算机科学, 2018

Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters.
IEICE Trans. Inf. Syst., 2018

Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment.
Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

imBBO: An Improved Biogeography-Based Optimization Algorithm.
Proceedings of the Green, Pervasive, and Cloud Computing - 13th International Conference, 2018

Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

An Efficient Approach to Forecasting Monthly Calls for Repair from Gas Consumers.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

A Load-Balanced Approach to Time Efficient Resource Scheduling in SDN-Enabled Data Center.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017
HDFS中海量小文件合并与预取优化方法的研究 (Research on Optimization Method of Merging and Prefetching for Massive Small Files in HDFS).
计算机科学, 2017

基于随机森林算法的推荐系统的设计与实现 (Design and Implementation of Recommender System Based on Random Forest Algorithm).
计算机科学, 2017

基于权限和API特征结合的Android恶意软件检测方法 (Detecting Malware by Combining API and Permission Features).
计算机科学, 2017

Coverage-Based Clustering and Scheduling Approach for Test Case Prioritization.
IEICE Trans. Inf. Syst., 2017

A game theoretic method to model and analyze attack-defense strategy of resource service in cloud application.
Concurr. Comput. Pract. Exp., 2017

A Test Suite Reduction Approach to Improving the Effectiveness of Fault Localization.
Proceedings of the 2017 International Conference on Software Analysis, 2017

A Regression Test Case Prioritization Algorithm Based on Program Changes and Method Invocation Relationship.
Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

Mini-XML: An efficient mapping approach between XML and relational database.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

Hierarchy attribute-based encryption scheme to support direct revocation in cloud storage.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
A Formal Aspect-Oriented Method for Modeling and Analyzing Adaptive Resource Scheduling in Cloud Computing.
IEEE Trans. Netw. Serv. Manag., 2016

Formally Modeling and Analyzing the Reliability of Cloud Applications.
Int. J. Softw. Eng. Knowl. Eng., 2016

Petri nets-based method to model and analyse the self-healing web service composition.
Int. J. High Perform. Comput. Netw., 2016

A formal method to model and analyse QoS-aware fault tolerant service composition.
Int. J. Comput. Sci. Eng., 2016

A novel approach for efficient accessing of small files in HDFS: TLB-MapFile.
Proceedings of the 17th IEEE/ACIS International Conference on Software Engineering, 2016

Attack-defense trees based cyber security analysis for CPSs.
Proceedings of the 17th IEEE/ACIS International Conference on Software Engineering, 2016

Multi-Objective Biogeography-Based Method to Optimize Virtual Machine Consolidation.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Modeling and analyzing cost-aware fault tolerant strategy for cloud application.
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Test Case Prioritization Approach to Improving the Effectiveness of Fault Localization.
Proceedings of the International Conference on Software Analysis, Testing and Evolution, 2016

iCPBBOCO: A Combination Evaluation Algorithm Based on the Extensional BBO.
Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

SDGR: An SDN-Based Geographic Routing Protocol for VANET.
Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

Modeling and Analyzing Cost and Utilization Based Task Scheduling for Cloud Application.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
Fine-Grained Access Control via XACML Policy Optimization in Cloud Computing.
Int. J. Softw. Eng. Knowl. Eng., 2015

A formal aspect-oriented method to model and analyse secure service composition.
Int. J. Auton. Adapt. Commun. Syst., 2015

Formally Modeling and Analyzing the Reliability of Composite Service Evolution.
Proceedings of the 2015 International Symposium on Theoretical Aspects of Software Engineering, 2015

Achieving Efficient Access Control via XACML Policy in Cloud Computing.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Modeling and Analyzing Adaptive Energy Consumption for Service Composition.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Formal Modeling and Analyzing the Reliability for Service Composition.
Proceedings of the 21st Asia-Pacific Software Engineering Conference, 2014

2013
Computer forecasting of the soil water infiltration parameters in seasonal freezing and thawing periods.
Math. Comput. Model., 2013

Petri net based techniques for constructing reliable service composition.
J. Syst. Softw., 2013

Aspect Orientation Based Test Case Selection Strategy for Service Composition.
Proceedings of the Seventh International Symposium on Theoretical Aspects of Software Engineering, 2013

Modeling and Analyzing Attack-Defense Strategy of Resource Service in Cloud Computing.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Modeling and Optimizing Resource Scheduling for Service Composition Based on Queuing Petri Nets.
Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

A Game Theoretic Method to Model and Evaluate Attack-Defense Strategy in Cloud Computing.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
A Petri Net-Based Byzantine Fault Diagnosis Method for Service Composition.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

Model Based Byzantine Fault Detection Technique for Cloud Computing.
Proceedings of the 2012 IEEE Asia-Pacific Services Computing Conference, 2012

2011
Analyzing Schedulability of Energy-oriented Distributed Real-time Embedded Software.
J. Softw., 2011

An Approach to Analyzing Time Constrained Service Composition.
J. Comput., 2011

A Certificate Driven Access Control Strategy for Service Composition and Its Analysis.
Proceedings of the IEEE 10th International Conference on Trust, 2011

An Approach to Handling Failure Recovery in Service Composition and Its Analysis.
Proceedings of the 5th IEEE International Symposium on Theoretical Aspects of Software Engineering, 2011

A Regression Test Technique for Analyzing the Functionalities of Service Composition.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Experimental Study on the Reasonable Inbuilt-Ring Depth of Soil One-Dimensional Infiltration Experiment in Field.
Proceedings of the Computer and Computing Technologies in Agriculture V, 2011

An Approach to Modeling and Analyzing Security Requirements of Service Composition.
Proceedings of the 2011 IEEE Asia-Pacific Services Computing Conference, 2011

2010
An Approach to Analyzing User Preference based Dynamic Service Composition.
J. Softw., 2010

An Approach to Formally Modeling and Verifying Distributed Real-time Embedded Software.
J. Softw., 2010

A Fault-Tolerant Strategy for Improving the Reliability of Service Composition.
Proceedings of the 10th International Conference on Quality Software, 2010

Aspect Oriented Approach to Building Secure Service Composition.
Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010

An Aspect Oriented Approach to Analyzing Fault of Service Composition.
Proceedings of the 5th IEEE Asia-Pacific Services Computing Conference, 2010

2009
A Method for Analyzing and Predicting Reliability of BPEL Process.
J. Softw., 2009

An Approach to Analyzing Dynamic Trustworthy Service Composition.
Proceedings of the Semantic Web, Fourth Asian Conference, 2009

A Method for Modeling and Analyzing Fault-Tolerant Service Composition.
Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

A Heuristic QoS-Aware Service Selection Approach to Web Service Composition.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

Analyzing Reliability of Time Constrained Service Composition.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
A Petri Net based Method for Analyzing Schedulability of Distributed Real-time Embedded Systems.
J. Comput., 2008

Modeling and Analyzing Time Constrains for Service Composition.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

Analyzing BPEL Compositionality Based on Petri Nets.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008


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