范国栋，男，主要研究方向包括深度生成模型、智能化软件工程与服务计算。2024年6月，于天津大学智能与计算学部计算机科学与技术专业，获得工学博士学位。发表计算机顶级期刊及会议，如TSC、TOSEM、TKDE、ISSTA、ICWS及计算机学报等。担任Internetware 2025的PC Member。

发表论文：

1.FanG,ChenS,etal.,ServiceRecommendationsforMashupBasedonGenerationModel[J].IEEE TransactionsonServicesComputing,doi: 10.1109/TSC.2023.3329511.

2.FanG,ChenS,etal.Rapid:Zero-shotDomainAdaptationforCodeSearchwithPre-trainedModels[J]. ACMTransactionsonSoftwareEngineeringMethodology,doi: 10.1145/3641542

3.FanG,ChenS,etal. Dialogsummarizationforsoftwarecollaborativeplatformviatuningpre- trainedmodels[J].JournalofSystemsandSoftware,2023:111763.

4. 范国栋,陈世展,肖建茂*,吴洪越*,张璐,薛霄,王忠杰,冯志勇.面向App评论响应的语义检索和生成框架[J].计算机学报, 2022, 45(12).

5.FanG,ChenS,etal.WhatIsNext?AGenerativeApproachforServiceCompositionRecommendations,UIC2022,Haikou,China, 2022:409-416.

6. Fan G, Chen S*, Zhang L. User Feedback Driven Generative Models-basedMethodology for Service Construction[J]. IEEE Internet Computing, 2025, 1-9.

7. Yang Y,Zhu M, Li J, Wang C,Fan G.Crowdsourcing Regional Coverage BalancingMethodBasedonTransferLearninginTaxiService[J].IEEETransactionsonIntelligentTransportationSystems,2024: 18063-18077.

8. Wu G, Feng Z, Chen S, Wu H*, Xue X, Xiao J,Fan G,Chen H, Li J.FairSort:Learning to Fair Rank for Personalized Recommendations inTwo-Sided Platforms[J]. IEEE Transactions on Knowledge and Data Engineering, 2024: 641-654.

9. Wang R, Guo J, Gao C*,Fan G, Chong CY, Xia X. Can LLMsReplace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering[C]//Proceedings of the 34rd ACM SIGSOFT International Symposium on Software Testing and Analysis. 2025:1-23.

10. Li H,Wu H,Fan G, Zhang Z, Chen S*, Feng Z. Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices[C]//Proceedings of the 2025 IEEE International Conference on Web Services. 2025:1–11.

参与项目：

1.国家自然科学基金重点项目，“面向不确定性需求的认知服务构造与演化机理”.

2.国家重点研发计划，“健康养老跨界服务应用示范”.

授权专利：

1. 一种室内定位方法及设备，任宪勇，范国栋，等，山东亚华电子， CN112188614B.

2. 基于FAHP与规划图融合的Web服务组合方法， 李静，范国栋，等，山东理工大学，CN110691000B.