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软件复用研究组
北京大学软件复用研究组，聚焦软件复用、智能化软件工程与软件知识建模。
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publications
Enhancing Issue Localization Agent with Tool-Interactive Training
Published in Proceedings of the IEEE/ACM 48th international Conference on Software Engineering (ICSE 2026), 1900
面向复杂头文件的自动化分解与重构方法
Published in 软件学报, 1900
基于Issue检索增强大语言模型的补充性代码注释生成
Published in 软件学报, 2025, 36(11): 5008-5030, 1900
面向代码注释生成任务的注释质量评价研究
Published in 软件学报, 2024: 1-25, 1900
Progressively Mitigating API Hallucination in LLM-Generated Code via Knowledge Graph Reasoning
Published in 2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), pp. 726-736, 1900
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning
Published in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), pp. 11427-11441, 1900
【ACM SIGSOFT Distinguished Paper award】Enhancing LLMs with Staged Grouping and Dehallucination for Header File Decomposition
Published in Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE 2025), pp. 355-366, 1900
Issue Retrieval and Verification Enhanced Supplementary Code Comment Generation
Published in Proceedings of the 15th Asia-Pacific Symposium on Internetware (Internetware 2025), pp. 59-70, 1900
HeaderSplit: An Automated Tool for Splitting Header Files in C Projects
Published in 33rd ACM International Conference on the Foundations of Software Engineering (FSE Companion 2025), pp. 1124-1128, 1900
Decomposing God Header File Via Multi-View Graph Clustering
Published in 40th IEEE International Conference on Software Maintenance and Evolution (ICSME 2024), pp. 112-124, 1900
An Exploratory Study on God Header Files in Open-Source C Projects
Published in Proceedings of the 15th Asia-Pacific Symposium on Internetware (Internetware 2024), pp. 477-486, 1900
【ACM SIGSOFT Distinguished Paper award】MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation
Published in 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), pp. 74-86, 1900
Compositional API Recommendation for Library-Oriented Code Generation
Published in 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), pp. 87-98, 1900
面向代码审查的细粒度代码变更溯源方法
Published in 软件学报, 2023, 34(10): 4705-4723, 1900
基于概念传播的软件项目代码注释生成方法
Published in 软件学报, 2023, 34(9): 4114-4131, 1900
Structurally-Enhanced Approach for Automatic Code Transformation
Published in International Journal of Software and Informatics, 2021, 11(3): 357-378, 1900
融合代码与文档的软件功能特征挖掘方法
Published in 软件学报, 2021, 32(4): 1023-1038, 1900
一种结构信息增强的代码修改自动转换方法
Published in 软件学报, 2021, 32(4): 1006-1022, 1900
基于大数据的软件项目知识图谱构造及问答方法
Published in 大数据, 2021, 7(1): 22-36, 1900
From API to NLI: A New Interface for Library Reuse
Published in Journal of Systems and Software, 2020, 169: 110728, 1900
基于代码结构知识的软件文档语义搜索方法
Published in 软件学报, 2019, 30(12): 3714-3729, 1900
Graph Embedding Based API Graph Search and Recommendation
Published in Journal of Computer Science and Technology, 2019, 34(5): 993-1006, 1900
基于图嵌入的软件项目源代码检索方法
Published in 软件学报, 2019, 30(5): 1481-1497, 1900
基于StackOverflow数据的软件功能特征挖掘组织方法
Published in 软件学报, 2018, 29(8): 2210-2225, 1900
面向开源软件项目的软件知识图谱构建方法
Published in 计算机科学与探索, 2017, 11(6): 851-862, 1900
基于代码模式的软件问答文档检索优化方法
Published in 计算机科学与探索, 2017, 11(6): 1-9, 1900
面向软件问答文档的开发任务标签提取方法
Published in 计算机科学, 2017（第十五届全国软件与应用学术会议 NASAC 2016 推荐）, 1900
Context-Focused Prompt Tuning Pre-Trained Code Models to Improve Code Summarization
Published in 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 1344-1349, 1900
Comprehensive Integration of API Usage Patterns
Published in 29th IEEE/ACM International Conference on Program Comprehension (ICPC 2021), pp. 83-93, 1900
Graph Neural Network Based Collaborative Filtering for API Usage Recommendation
Published in IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), pp. 36-47, 1900
Adaptive Deep Code Search
Published in 28th ACM/IEEE International Conference on Program Comprehension (ICPC 2020), pp. 48-59, 1900
CoRA: Decomposing and Describing Tangled Code Changes for Reviewer
Published in 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019), pp. 1050-1061, 1900
【Best Paper Award】NLI2Code: Reusing Libraries with Natural Language Interface
Published in 18th International Conference on Software and Systems Reuse (ICSR 2019), pp. 168-184, 1900
Searching Software Knowledge Graph with Question
Published in 18th International Conference on Software and Systems Reuse (ICSR 2019), pp. 115-131, 1900
Deep Learning Based Feature Envy Detection
Published in 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018), pp. 385-396, 1900
【Best Paper Award】Graph Embedding Based Code Search in Software Project
Published in 10th Asia-Pacific Symposium on Internetware (Internetware 2018), Article 1, pp. 1-10, 1900
An Exploratory Study on Codes in Heterogeneous Software Documents
Published in 10th Asia-Pacific Symposium on Internetware (Internetware 2018), Article 14, pp. 1-6, 1900
Toward Accurate Link Between Code and Software Documentation
Published in Science China Information Sciences, 2018, 61: 050105:1-050105:15, 1900
Improving Software Text Retrieval Using Conceptual Knowledge in Source Code
Published in 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), pp. 123-134, 1900
Document Distance Estimation via Code Graph Embedding
Published in 9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 11, pp. 1-10, 1900
Automatically Generating Task-Oriented API Learning Guide
Published in 9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 12, pp. 1-10, 1900
Refining Traceability Links Between Code and Software Documents
Published in 9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 4, pp. 1-10, 1900
Intelligent Development Environment and Software Knowledge Graph
Published in Journal of Computer Science and Technology, 2017, 32(2): 242-249, 1900
Learning to Rank for Question-Oriented Software Text Retrieval
Published in 30th IEEE/ACM International Conference on Automated Software Engineering (ASE 2015), pp. 1-11, 1900
一种基于邮件列表的软件问答信息抽取方法
Published in 计算机科学, 2015, 42(12): 23-25（第十四届全国软件与应用学术会议 NASAC 2014 推荐）, 1900
Interrogative-Guided Re-Ranking for Question-Oriented Software Text Retrieval
Published in 29th ACM/IEEE International Conference on Automated Software Engineering (ASE 2014), pp. 115-120, 1900
Mining API Usage Examples from Test Code
Published in 30th IEEE International Conference on Software Maintenance and Evolution (ICSME 2014), pp. 301-310, 1900
Generating API-Usage Example for Project Developers
Published in 5th Asia-Pacific Symposium on Internetware (Internetware 2013), Article 34, pp. 1-4, 1900
A Scalable Crawler Framework for FLOSS Data
Published in 5th Asia-Pacific Symposium on Internetware (Internetware 2013), Article 8, pp. 1-7, 1900
Assessing Software Quality Through Web Comment Search and Analysis
Published in 13th International Conference on Software Reuse (ICSR 2013), pp. 208-223, 1900
An Exploratory Study of API Usage Examples on the Web
Published in 19th Asia-Pacific Software Engineering Conference (APSEC 2012), pp. 396-405, 1900
一种面向IDE的软件资源库访问机制
Published in 计算机科学（全国软件与应用学术会议 NASAC 2011）, pp. 23-28, 1900
Finding the Merits and Drawbacks of Software Resources from Comments
Published in 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), pp. 432-435, 1900
Recommending Component by Citation: A Semi-Supervised Approach for Determination
Published in 23rd International Conference on Software Engineering and Knowledge Engineering (SEKE 2011), pp. 489-494, 1900
A Semi-Supervised Approach for Component Recommendation Based on Citations
Published in 12th International Conference on Software Reuse (ICSR 2011), pp. 78-86, 1900
一种基于Internet的JAR包使用信息收集方法
Published in 计算机科学, 2011, 38(6): 161-179, 1900
一种面向Internet的Web Services及其描述信息收集方法
Published in 计算机科学与探索, 2011(5): 976-985, 1900
A Framework for Trust Enabled Software Asset Retrieval
Published in 7th International Conference on Autonomic and Trusted Computing (ATC 2010), pp. 139-153, 1900
一种支持软件资源可信评估的框架
Published in 软件学报, 2010, 21(2): 359-372, 1900
Leveraging Robust Service Evaluation by Introducing the Web of Trust
Published in 2009 IEEE International Conference on Cloud Computing (CLOUD 2009), pp. 190-197, 1900
Mining the Web of Trust for Web Services Selection
Published in 2008 IEEE International Conference on Web Services (ICWS 2008), pp. 809-810, 1900
Result Refinement in Web Services Retrieval Based on Multiple Instances Learning
Published in International Journal of Web Services Research, 2008, 5(2): 77-93, 1900
Rectifying Prejudicial Feedback Ratings in Reputation Based Trust Management
Published in 2007 IEEE International Conference on Services Computing (SCC 2007), pp. 530-535, 1900
User Feedback-Based Refinement for Web Services Retrieval Using Multiple Instance Learning
Published in 2006 IEEE International Conference on Web Services (ICWS 2006), pp. 471-478, 1900
《软件构件管理规范 信息模型》标准介绍
Published in 信息技术与标准化, 2006(6): 14-18, 1900
一种支持多领域构件描述的分类描述模型
Published in 南京大学学报（自然科学）, 2006, 42(2): 111-119, 1900
Mining Cohesive Domain Topics from Source Code
Published in 13th International Conference on Software Reuse (ICSR 2013), pp. 239-254, 1900
Towards Automatic Tagging for Web Services
Published in 2012 IEEE 19th International Conference on Web Services (ICWS 2012), pp. 528-535, 1900
Internet-Based Evaluation and Prediction of Web Services Trustworthiness
Published in 2012 IEEE COMPSAC Workshops, pp. 571-576, 1900
ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction
Published in 10th International Conference on Service-Oriented Computing (ICSOC 2012), pp. 648-655, 1900
基于TPM的运行时软件可信证据收集机制
Published in 软件学报, 2010, 21(2): 373-387, 1900
Model-Driven Remote Attestation: Attesting Remote System from Behavioral Aspect
Published in 9th International Conference for Young Computer Scientists (ICYCS 2008), pp. 2347-2353, 1900
基于UML的分布式服务合约库系统建模
Published in 电子学报, 2007, 35(8): 1425-1431, 1900
一种可扩展的构件库数据模型
Published in 计算机科学, 2006, 33(5): 182-186, 1900
一种构件描述扩充机制
Published in 南京大学学报（自然科学）, 2005, 41: 218-226（全国软件与应用学术会议 NASAC）, 1900
一种面向MVC的Web应用重构方法
Published in 南京大学学报（自然科学）, 2005, 41: 434-441（全国软件与应用学术会议 NASAC）, 1900