Guisheng Fan

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 110

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

SEKE

IEEE Trans. Netw. Serv. Manag.

CoRR

Publications

Jiayin Zhang, Huiqun Yu, Guisheng Fan, Zengpeng Li, Jin Xu, Jun Li
Handling hierarchy in cloud data centers: A Hyper-Heuristic approach for resource contention and energy-aware Virtual Machine management. Expert Syst. Appl. 249 (2024)
Zijie Huang, Huiqun Yu, Guisheng Fan, Zhiqing Shao, Ziyi Zhou, Mingchen Li
On the effectiveness of developer features in code smell prioritization: A replication study. J. Syst. Softw. 210 (2024)
Yang Tan, Zhixing Zhang, Mingchen Li, Fei Pan, Hao Duan, Zijie Huang, Hua Deng, Zhuohang Yu, Chen Yang, Guoyang Shen, Peng Qi, Chengyuan Yue, Yuxian Liu, Liang Hong, Huiqun Yu, Guisheng Fan, Yun Tang
MedChatZH: A tuning LLM for traditional Chinese medicine consultations. Comput. Biol. Medicine 172 (2024)
Jiayin Zhang, Huiqun Yu, Guisheng Fan, Zengpeng Li
Elastic Task Offloading and Resource Allocation Over Hybrid Cloud: A Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Chenchen Chai, Guisheng Fan, Huiqun Yu, Zijie Huang, Jianshu Ding, Yao Guan
Exploring better alternatives to size metrics for explainable software defect prediction. Softw. Qual. J. 32 (2) (2024)
Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models. CoRR (2024)
Mingchen Li, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Zijie Huang
Enhancing code summarization with action word prediction. Neurocomputing 563 (2024)
Yang Tan, Mingchen Li, Ziyi Zhou, Pan Tan, Huiqun Yu, Guisheng Fan, Liang Hong
PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications. J. Cheminformatics 16 (1) (2024)
Jiayin Zhang, Huiqun Yu, Guisheng Fan, Qifeng Tang, Zengpeng Li, Jin Xu
Cold-Start-Aware Cloud-Native Parallel Service Function Chain Caching in Edge-Cloud Network. IEEE Internet Things J. 11 (11) (2024)
Zengpeng Li, Huiqun Yu, Guisheng Fan, Jiayin Zhang, Jin Xu
Energy-efficient offloading for DNN-based applications in edge-cloud computing: A hybrid chaotic evolutionary approach. J. Parallel Distributed Comput. 187 (2024)
Yuxuan Wu, Xiao Yi, Yang Tan, Huiqun Yu, Guisheng Fan
A PLMs based protein retrieval framework. CoRR (2024)
Bingxin Zhou, Lirong Zheng, Banghao Wu, Yang Tan, Outongyi Lv, Kai Yi, Guisheng Fan, Liang Hong
Protein Engineering with Lightweight Graph Denoising Neural Networks. J. Chem. Inf. Model. 64 (9) (2024)
Zengpeng Li, Huiqun Yu, Guisheng Fan, Jiayin Zhang, Jin Xu
Energy-efficient reliability-aware offloading for delay-sensitive tasks in collaborative edge computing. Concurr. Comput. Pract. Exp. 36 (13) (2024)
Jin Xu, Huiqun Yu, Guisheng Fan, Jiayin Zhang, Zengpeng Li, Qifeng Tang
Adaptive edge service deployment in burst load scenarios using deep reinforcement learning. J. Supercomput. 80 (4) (2024)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Huiqun Yu, Kang Yang, Ziyi Zhou
Bug report priority prediction using social and technical features. J. Softw. Evol. Process. 36 (6) (2024)
Zijie Huang, Huiqun Yu, Guisheng Fan, Zhiqing Shao, Mingchen Li, Yuguo Liang
Aligning XAI explanations with software developers' expectations: A case study with code smell prioritization. Expert Syst. Appl. 238 (Part A) (2024)
Jin Xu, Huiqun Yu, Guisheng Fan, Jiayin Zhang
Uncertainty-aware scheduling of real-time workflows under deadline constraints on multi-cloud systems. Concurr. Comput. Pract. Exp. 35 (5) (2023)
Yang Tan, Mingchen Li, Zijie Huang, Huiqun Yu, Guisheng Fan
MedChatZH: a Better Medical Adviser Learns from Better Instructions. CoRR (2023)
Wenjing Qin, Guisheng Fan, Hongxing-Li
Estimation and predicting of soil water characteristic curve using the support vector machine method. Earth Sci. Informatics 16 (1) (2023)
Mingchen Li, Liqi Kang, Yi Xiong, Yu Guang Wang, Guisheng Fan, Pan Tan, Liang Hong
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering. CoRR (2023)
Chao Hu, Song Li, Chenxing Yang, Jun Chen, Yi Xiong, Guisheng Fan, Hao Liu, Liang Hong
ScaffoldGVAE: scaffold generation and hopping of drug molecules via a variational autoencoder based on multi-view graph neural networks. J. Cheminformatics 15 (1) (2023)
Zengpeng Li, Huiqun Yu, Guisheng Fan
Cost-effective approaches for deadline-constrained workflow scheduling in clouds. J. Supercomput. 79 (7) (2023)
Zengpeng Li, Huiqun Yu, Guisheng Fan, Jiayin Zhang
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Guisheng Fan, Xingpeng Chen, Zengpeng Li, Huiqun Yu, Yingxue Zhang
An Energy-Efficient Dynamic Scheduling Method of Deadline-Constrained Workflows in a Cloud Environment. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Mingchen Li, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Jiawen Huang
ClassSum: a deep learning model for class-level code summarization. Neural Comput. Appl. 35 (4) (2023)
Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen, Zheng Liu
Security-Aware and Time-Guaranteed Service Placement in Edge Clouds. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Zengpeng Li, Huiqun Yu, Guisheng Fan, Qifeng Tang, Jiayin Zhang, Liqiong Chen
Cost-efficient security-aware scheduling for dependent tasks with endpoint contention in edge computing. Comput. Commun. 211 (2023)
Yang Tan, Mingchen Li, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications. CoRR (2023)
Ziyi Zhou, Huiqun Yu, Guisheng Fan, Zijie Huang, Kang Yang
Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach. IEEE Trans. Software Eng. 49 (4) (2023)
Mingchen Li, Liqi Kang, Yi Xiong, Yu Guang Wang, Guisheng Fan, Pan Tan, Liang Hong
SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering. J. Cheminformatics 15 (1) (2023)
Ziyi Zhou, Huiqun Yu, Guisheng Fan, Zijie Huang, Kang Yang, Jiayin Zhang
HQLgen: deep learning based HQL query generation from program context. Autom. Softw. Eng. 29 (2) (2022)
Kang Yang, Huiqun Yu, Guisheng Fan, Zijie Huang, Ziyi Zhou
Code Generation with Hybrid of Structural and Semantic Features Retrieval. Int. J. Softw. Eng. Knowl. Eng. 32 (3) (2022)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Huiqun Yu, Kang Yang, Ziyi Zhou
HBSniff: A static analysis tool for Java Hibernate object-relational mapping code smell detection. Sci. Comput. Program. 217 (2022)
Zheng Liu, Huiqun Yu, Guisheng Fan, Liqiong Chen
Reliability modelling and optimization for microservice-based cloud application using multi-agent system. IET Commun. 16 (10) (2022)
Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang, Zijie Huang
A graph sequence neural architecture for code completion with semantic structure features. J. Softw. Evol. Process. 34 (1) (2022)
Jiawen Huang, Huiqun Yu, Guisheng Fan, Ziyi Zhou, Mingchen Li
Improving Just-In-Time Comment Updating via AST Edit Sequence. Int. J. Softw. Eng. Knowl. Eng. 32 (10) (2022)
Huiqun Yu, Qifeng Tang, Zhiqing Shao, Yiming Yue, Guisheng Fan, Liqiong Chen
Dynamic Trust-Based Resource Allocation Mechanism for Secure Edge Computing. CollaborateCom (2) (2022)
Ziyi Zhou, Huiqun Yu, Guisheng Fan, Zijie Huang, Xingguang Yang
Summarizing source code with hierarchical code representation. Inf. Softw. Technol. 143 (2022)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Huiqun Yu, Kang Yang, Ziyi Zhou
Bug Report Priority Prediction Using Developer-Oriented Socio-Technical Features. Internetware (2022)
Jiayin Zhang, Huiqun Yu, Guisheng Fan, Zengpeng Li
Cold-start aware cloud-native service function chain caching in resource-constrained edge: A reinforcement learning approach. Comput. Commun. 195 (2022)
Zheng Liu, Guisheng Fan, Huiqun Yu, Liqiong Chen
Modelling and analysing the reliability for microservice-based cloud application based on predicate Petri net. Expert Syst. J. Knowl. Eng. 39 (6) (2022)
Zhaorui Wang, Guisheng Fan, Huiqun Yu
Time-constrained and reliability aware energy minimization scheduling algorithm for heterogeneous multiprocessor environments. Concurr. Comput. Pract. Exp. 34 (26) (2022)
Zengpeng Li, Huiqun Yu, Guisheng Fan
Time-cost efficient memory configuration for serverless workflow applications. Concurr. Comput. Pract. Exp. 34 (27) (2022)
Jianshu Ding, Guisheng Fan, Huiqun Yu, Zijie Huang
Automatic Identification of High-Impact Bug Report by Product and Test Code Quality. Int. J. Softw. Eng. Knowl. Eng. 32 (6) (2022)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Huiqun Yu, Xingguang Yang, Kang Yang
Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics. J. Comput. Sci. Technol. 37 (1) (2022)
Yingxue Zhang, Guisheng Fan, Huiqun Yu, Xingpeng Chen
Efficiency-First Fault-Tolerant Replica Scheduling Strategy for Reliability Constrained Cloud Application. NPC (2021)
Xingguang Yang, Huiqun Yu, Guisheng Fan, Zijie Huang, Kang Yang, Ziyi Zhou
An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction. CollaborateCom (1) (2021)
Huiqun Yu, Xingjie Sun, Ziyi Zhou, Guisheng Fan
A novel software defect prediction method based on hierarchical neural network. COMPSAC (2021)
Ziyi Zhou, Huiqun Yu, Guisheng Fan
Adversarial training and ensemble learning for automatic code summarization. Neural Comput. Appl. 33 (19) (2021)
Guisheng Fan, Liang Chen, Huiqun Yu, Wei Qi
Multi-objective optimization of container-based microservice scheduling in edge computing. Comput. Sci. Inf. Syst. 18 (1) (2021)
Minyang Yi, Guisheng Fan, Huiqun Yu, Xingguang Yang
An Empirical Study on the Impact of Class Overlapin Just-in-Time Software Defect Prediction (S). SEKE (2021)
Jianshu Ding, Guisheng Fan, Huiqun Yu, Zijie Huang
Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports. QRS (2021)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Jianhua Gao, Ziyi Zhou, Kang Yang, Xingguang Yang
Predicting Community Smells' Occurrence on Individual Developers by Sentiments. CoRR (2021)
Zijie Huang, Zhiqing Shao, Guisheng Fan, Jianhua Gao, Ziyi Zhou, Kang Yang, Xingguang Yang
Predicting Community Smells' Occurrence on Individual Developers by Sentiments. ICPC (2021)
Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen
Location-based and Time-aware Service Recommendation in Mobile Edge Computing. Int. J. Parallel Program. 49 (5) (2021)
Zheng Liu, Guisheng Fan, Huiqun Yu, Liqiong Chen
An Approach to Modeling and Analyzing Reliability for Microservice-Oriented Cloud Applications. Wirel. Commun. Mob. Comput. 2021 (2021)
Teng Huang, Huiqun Yu, Guisheng Fan
Dual-Channel Graph Contextual Self-Attention Network for Session-Based Recommendation. CollaborateCom (1) (2021)
Wenjing Qin, Guisheng Fan
Estimating parameters for the Van Genuchten model from soil physical-chemical properties of undisturbed loess-soil. Earth Sci. Informatics 14 (3) (2021)
Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang
DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction. Int. J. Softw. Eng. Knowl. Eng. 31 (3) (2021)
Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen
Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture. Peer-to-Peer Netw. Appl. 13 (2) (2020)
Ziyi Zhou, Huiqun Yu, Guisheng Fan
Effective approaches to combining lexical and syntactical information for code summarization. Softw. Pract. Exp. 50 (12) (2020)
Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen
Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing. NPC (2020)
Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang
Graph embedding code prediction model integrating semantic features. Comput. Sci. Inf. Syst. 17 (3) (2020)
Huaiying Sun, Huiqun Yu, Guisheng Fan
Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang, Liqiong Chen
Code Prediction Based on Graph Embedding Model. CollaborateCom (2) (2020)
Kailing Ye, Huiqun Yu, Guisheng Fan, Liqiong Chen
EFMLP: A Novel Model for Web Service QoS Prediction. CollaborateCom (2) (2020)
Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen
QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud. IEEE Access 8 (2020)
Guisheng Fan, Liqiong Chen, Huiqun Yu, Dongmei Liu
Modeling and Analyzing Dynamic Fault-Tolerant Strategy for Deadline Constrained Task Scheduling in Cloud Computing. IEEE Trans. Syst. Man Cybern. Syst. 50 (4) (2020)
Wei Qi, Huiqun Yu, Guisheng Fan, Liang Chen, Xinxiu Wen
WSN Coverage Optimization Based on Two-Stage PSO. CollaborateCom (1) (2020)
Guisheng Fan, Xuyang Diao, Huiqun Yu, Kang Yang, Liqiong Chen
Software Defect Prediction via Attention-Based Recurrent Neural Network. Sci. Program. 2019 (2019)
Xiang Ji, Huiqun Yu, Guisheng Fan, Wenhao Fu
A Reliable and Efficient Routing Protocol Based on Virtual Backbone in Vehicular Ad Hoc Networks. IEICE Trans. Commun. (2) (2019)
Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang, Kai Shi
An Empirical Study on Progressive Sampling for Just-in-Time Software Defect Prediction. QuASoQ@APSEC (2019)
Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang
An Empirical Studies on Optimal Solutions Selection Strategies for Effort-Aware Just-in-Time Software Defect Prediction. SEKE (2019)
Kai Shi, Huiqun Yu, Guisheng Fan, Jianmei Guo, Liqiong Chen, Xingguang Yang, Huaiying Sun
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. 29 (9) (2019)
Yanfen Xue, Guisheng Fan, Huiqun Yu, Huaiying Sun
Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing. NPC (2019)
Cunbin Deng, Huiqun Yu, Guisheng Fan
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 46 (8) (2019)
Guisheng Fan, Xuyang Diao, Huiqun Yu, Kang Yang, Liqiong Chen
Deep Semantic Feature Learning with Embedded Static Metrics for Software Defect Prediction. APSEC (2019)
Kai Shi, Huiqun Yu, Jianmei Guo, Guisheng Fan, Liqiong Chen, Xingguang Yang
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. 29 (4) (2019)
Xingguang Yang, Huiqun Yu, Guisheng Fan, Kai Shi, Liqiong Chen
Local versus Global Models for Just-In-Time Software Defect Prediction. Sci. Program. 2019 (2019)
Huiqun Yu, Cunbin Deng, Guisheng Fan, Liqiong Chen, Huaiying Sun
An Efficient Approach to Forecasting Monthly Calls for Repair from Gas Consumers. COMPSAC (2) (2018)
Yaohui Chang, Chunhua Gu, Fei Luo, Guisheng Fan, Wenhao Fu
Energy Efficient Resource Selection and Allocation Strategy for Virtual Machine Consolidation in Cloud Datacenters. IEICE Trans. Inf. Syst. (7) (2018)
Huaiying Sun, Huiqun Yu, Guisheng Fan
Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment. ICSOC Workshops (2018)
Xiang Ji, Huiqun Yu, Guisheng Fan, Huaiying Sun, Liqiong Chen
Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks. Mob. Inf. Syst. 2018 (2018)
Kai Shi, Huiqun Yu, Guisheng Fan, Xingguang Yang, Zheng Song
imBBO: An Improved Biogeography-Based Optimization Algorithm. GPC (2018)
Huchao Zhu, Huiqun Yu, Guisheng Fan, Cunbin Deng
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 45 (9) (2018)
Huaiying Sun, Huiqun Yu, Guisheng Fan, Liqiong Chen
A Load-Balanced Approach to Time Efficient Resource Scheduling in SDN-Enabled Data Center. COMPSAC (2) (2018)
Huiqun Yu, Kai Shi, Jianmei Guo, Guisheng Fan, Xingguang Yang, Liqiong Chen
Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study. COMPSAC (1) (2018)
Guisheng Fan, Liqiong Chen, Huiqun Yu, Dongmei Liu
Formally modeling and analyzing cost-aware job scheduling for cloud data center. Softw. Pract. Exp. 48 (9) (2018)
Kai Shi, Huiqun Yu, Jianmei Guo, Guisheng Fan, Xingguang Yang
A parallel portfolio approach to configuration optimization for large software product lines. Softw. Pract. Exp. 48 (9) (2018)
Shudi Shao, Huiqun Yu, Guisheng Fan
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 44 (4) (2017)
Wenhao Fu, Huiqun Yu, Guisheng Fan, Xiang Ji, Xin Pei
A Test Suite Reduction Approach to Improving the Effectiveness of Fault Localization. SATE (2017)
Shuci Jiang, Weibin Guo, Guisheng Fan
Hierarchy attribute-based encryption scheme to support direct revocation in cloud storage. ICIS (2017)
Jinglei Shen, Huiqun Yu, Guisheng Fan, Jianmei Guo
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 44 (11) (2017)
Guisheng Fan, Liqiong Chen, Huiqun Yu
A game theoretic method to model and analyze attack-defense strategy of resource service in cloud application. Concurr. Comput. Pract. Exp. 29 (12) (2017)
Wenhao Fu, Huiqun Yu, Guisheng Fan, Xiang Ji, Xin Pei
A Regression Test Case Prioritization Algorithm Based on Program Changes and Method Invocation Relationship. APSEC (2017)
Tong Zheng, Weibin Guo, Guisheng Fan
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 44 (Z11) (2017)
Huchao Zhu, Huiqun Yu, Guisheng Fan, Huaiying Sun
Mini-XML: An efficient mapping approach between XML and relational database. ICIS (2017)
Wenhao Fu, Huiqun Yu, Guisheng Fan, Xiang Ji
Coverage-Based Clustering and Scheduling Approach for Test Case Prioritization. IEICE Trans. Inf. Syst. (6) (2017)
Kai Shi, Huiqun Yu, Guisheng Fan, Fei Luo
iCPBBOCO: A Combination Evaluation Algorithm Based on the Extensional BBO. iThings/GreenCom/CPSCom/SmartData (2016)
Kai Shi, Huiqun Yu, Fei Luo, Guisheng Fan
Multi-Objective Biogeography-Based Method to Optimize Virtual Machine Consolidation. SEKE (2016)

Guisheng Fan.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Guisheng Fan