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Research interests include detection of unknown system behaviors under uncertain environment perturbations, and intelligent software testing (mobile app testing, game testing).`,color:`#994DCC`,title:`博士`,affiliation:`南京大学海外教育学院`,affiliationEn:`Overseas Education College, Nanjing University`,skills:[`不确定行为检测`,`搜索优化`,`强化学习`],skillsEn:[`Unknown Behavior Detection`,`Search-Based Optimization`,`Reinforcement Learning`],stats:{papers:7,ccfA:2,ccfB:0,patents:0,awards:0,softCopyrights:0,managedProjects:10},bio:`季瑞骅，现任南京大学海外教育学院教师，南京大学软件工程研究组（NJU SEG）团队成员。研究工作围绕开放环境中由外部扰动引发的系统未知行为检测问题，提出了一套'自动化检测—环境知识挖掘—序列智能决策'的递进式技术体系，包含ASBUE、AMMOSUNCOVER、RELEMUNCOVER三种渐进式检测方法。目前研究工作聚焦在智能化软件测试技术，包括移动应用测试、游戏测试等。研究成果发表于ASE、ISS…`,bioEn:`Ji Ruihua is currently a faculty member at the Overseas Education College, Nanjing University, and a member of the Software Engineering Group (NJU SEG). 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He received his Ph.D. degree from Nanjing University in December 2023, under the supervision of Prof. Tian Zhang and Prof. Minxue Pan. 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Research focus: non-intrusive automated mobile game testing and code watermarking for source attribution.`,color:`#8E24AA`,profileUrl:`https://seg-models.group/#/pages/team_profile/introduction?id=686f6315b9fb230b03cc0817`,skills:[`移动游戏测试`,`自动化战斗`,`非侵入式测试`,`代码水印`,`LLM智能体`],skillsEn:[`Mobile Game Testing`,`Automated Combat`,`Non-intrusive Testing`,`Code Watermarking`,`LLM Agents`],hasProfileContent:!0,photo:`${e}avatars/lin_haibo.jpg`},{id:`liu_bojie`,name:`刘拨杰`,nameEn:`Liu Bojie`,category:`已毕业硕士生`,role:`2015级`,roleEn:`Class of 2015`,surnameEn:`Liu`,givenNameEn:`Bojie`,description:`南京大学软件工程研究组2015级硕士研究生`,descriptionEn:`Master's student at NJU Software Engineering Group, Class of 2015`,color:`#E57373`,skills:[],skillsEn:[],hasProfileContent:!1},{id:`liu_haokun`,name:`刘昊坤`,nameEn:`Liu Haokun`,category:`硕士研究生`,role:`2023级`,roleEn:`Class of 2023`,surnameEn:`Liu`,givenNameEn:`Haokun`,description:`研究方向：面向C++语言的代码数字化底座构造及其应用研究`,descriptionEn:`Research focus: C++ code digitization platform construction and its applications`,color:`#5C6BC0`,skills:[`C++语义建模`,`代码属性图`,`LLVM/Clang`,`NL到DSL转换`,`图数据库`],skillsEn:[`C++ Semantic Modeling`,`Code Property Graph`,`LLVM/Clang`,`Natural Language to DSL`,`Graph Database`],hasProfileContent:!0,photo:`${e}avatars/liu_haokun.jpg`},{id:`liu_kairui`,name:`刘凯瑞`,nameEn:`Liu Kairui`,category:`硕士研究生`,role:`2024级`,roleEn:`Class of 2024`,surnameEn:`Liu`,givenNameEn:`Kairui`,description:`研究方向：深度学习编译器测试、大语言模型辅助软件工程、缺陷实证研究`,descriptionEn:`Research focus: deep learning compiler testing, LLM-assisted software engineering, and empirical defect studies`,color:`#16A085`,skills:[`深度学习编译器测试`,`真实代码融合Fuzz`,`LLM驱动测试生成`,`PyTorch`,`TVM Relax`,`缺陷实证研究`,`大语言模型`,`差分模糊测试`],skillsEn:[`Deep Learning Compiler Testing`,`Real-Code Fuzzing`,`LLM-Driven Test Generation`,`PyTorch`,`TVM Relax`,`Empirical Defect Studies`,`Large Language Models`,`Differential Fuzzing`],hasProfileContent:!0,photo:`${e}avatars/liu_kairui.jpg`},{id:`liu_qutao`,name:`刘曲涛`,nameEn:`Liu Qutao`,category:`已毕业硕士生`,role:`2014级`,roleEn:`Class of 2014`,surnameEn:`Liu`,givenNameEn:`Qutao`,description:`南京大学软件工程研究组2014级硕士研究生`,descriptionEn:`Master's student at NJU Software Engineering Group, Class of 2014`,color:`#BA68C8`,skills:[],skillsEn:[],hasProfileContent:!1},{id:`lu_lu`,name:`陆璐`,nameEn:`Lu Lu`,category:`已毕业硕士生`,role:`2017级`,roleEn:`Class of 2017`,surnameEn:`Lu`,givenNameEn:`Lu`,description:`南京大学软件工程研究组2017级硕士研究生`,descriptionEn:`Master's student at NJU Software Engineering Group, Class of 2017`,color:`#FFF176`,skills:[],skillsEn:[],hasProfileContent:!1},{id:`luo_luzong`,name:`罗禄宗`,nameEn:`Luo Luzong`,category:`硕士研究生`,role:`2023级`,roleEn:`Class of 2023`,surnameEn:`Luo`,givenNameEn:`Luzong`,description:`研究方向：基于动态测试的小程序隐私声明与实践一致性检验`,descriptionEn:`Research focus: dynamic-testing-based consistency checking between mini-app privacy declarations and actual practices`,color:`#66BB6A`,skills:[`小程序动态测试`,`多模态大模型应用`,`网络流量分析`,`隐私政策分析`,`隐私一致性检测`],skillsEn:[`Mini-app Dynamic Testing`,`Multimodal LLM Application`,`Network Traffic Analysis`,`Privacy Policy Analysis`,`Privacy Consistency Detection`],hasProfileContent:!0,photo:`${e}avatars/luo_luzong.jpg`},{id:`luo_wenbo`,name:`罗雯波`,nameEn:`Luo Wenbo`,category:`已毕业硕士生`,role:`2019级`,roleEn:`Class of 2019`,surnameEn:`Luo`,givenNameEn:`Wenbo`,description:`南京大学软件工程研究组2019级硕士研究生`,descriptionEn:`Master's student at NJU Software Engineering Group, Class of 2019`,color:`#BA68C8`,skills:[],skillsEn:[],hasProfileContent:!1},{id:`pei_junyu`,name:`裴俊宇`,nameEn:`Pei Junyu`,category:`已毕业硕士生`,role:`2016级`,roleEn:`Class of 2016`,surnameEn:`Pei`,givenNameEn:`Junyu`,description:`南京大学软件工程研究组2016级硕士研究生`,descriptionEn:`Master's student at NJU Software Engineering Group, Class of 2016`,color:`#4DB6AC`,skills:[],skillsEn:[],hasProfileContent:!1},{id:`pei_yu`,name:`裴玉`,nameEn:`Max Yu Pei`,category:`校外指导老师`,role:`副教授`,roleEn:`Associate Professor`,surnameEn:`Pei`,givenNameEn:`Max Yu`,description:`香港理工大学计算学系副教授，博士毕业于苏黎世联邦理工学院（ETH Zurich）与南京大学，研究方向为自动程序修复、自动化软件测试、缺陷定位与软件仓库挖掘。`,descriptionEn:`Associate Professor at Department of Computing, The Hong Kong Polytechnic University. 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