学术论文

Yuxuan Li, Zexiong Ma, Yanzhen Zou, Yue Wang, Lihan Yang, Bing Xie*

(2026) Progressively Mitigating API Hallucination in LLM-Generated Code via Knowledge Graph Reasoning

2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), pp. 726-736, DOI: 10.1109/SANER67736.2026.00086

Zexiong Ma, Chao Peng, Qunhong Zeng, Pengfei Gao, Yanzhen Zou, Bing Xie*

(2026) Enhancing Issue Localization Agent with Tool-Interactive Training

Proceedings of the IEEE/ACM 48th international Conference on Software Engineering (ICSE 2026)

Yue Wang, Jiaxuan Sun, Tongwei Deng, Wenhui Chang, Yanzhen Zou* and Bing Xie

(2025) HeaderSplit: An Automated Tool for Splitting Header Files in C Projects

33rd ACM International Conference on the Foundations of Software Engineering (FSE Companion 2025), pp. 1124-1128, DOI: 10.1145/3696630.3728594

Yanzhen Zou, Xianlin Zhao, Xinglu Pan, Bing Xie

(2025) Issue Retrieval and Verification Enhanced Supplementary Code Comment Generation

Proceedings of the 15th Asia-Pacific Symposium on Internetware (Internetware 2025), pp. 59-70, DOI: 10.1145/3755881.3755897

Yue Wang, Jiaxuan Sun, Yanzhen Zou*, Bing Xie

(2025) 【ACM SIGSOFT Distinguished Paper award】Enhancing LLMs with Staged Grouping and Dehallucination for Header File Decomposition

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE 2025), pp. 355-366, DOI: 10.1109/ASE63991.2025.00037

Zexiong Ma, Chao Peng, Pengfei Gao, Xiangxin Meng, Yanzhen Zou, Bing Xie*

(2025) SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), pp. 11427-11441, DOI: 10.18653/v1/2025.acl-long.559

Xinglu Pan, Chenxiao Liu, Yanzhen Zou*, Xianlin Zhao, Bing Xie

(2024) Context-Focused Prompt Tuning Pre-Trained Code Models to Improve Code Summarization

2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 1344-1349, DOI: 10.1109/COMPSAC61105.2024.00177

Zexiong Ma, Shengnan An, Bing Xie, and Zeqi Lin*

(2024) Compositional API Recommendation for Library-Oriented Code Generation

32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), pp. 87-98, DOI: 10.1145/3643916.3644403

Xinglu Pan, Chenxiao Liu, Yanzhen Zou, Tao Xie, Bing Xie*

(2024) 【ACM SIGSOFT Distinguished Paper award】MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation

32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), pp. 74-86, DOI: 10.1145/3643916.3644401

Yue Wang, Wenhui Chang, Yanzhen Zou, and Bing Xie*

(2024) An Exploratory Study on God Header Files in Open-Source C Projects

Proceedings of the 15th Asia-Pacific Symposium on Internetware (Internetware 2024), pp. 477-486, DOI: 10.1145/3671016.3671391

Yue Wang, Wenhui Chang, Tongwei Deng, Yanzhen Zou*, and Bing Xie

(2024) Decomposing God Header File Via Multi-View Graph Clustering

40th IEEE International Conference on Software Maintenance and Evolution (ICSME 2024), pp. 112-124, DOI: 10.1109/ICSME58944.2024.00021

Chunyang Ling, Yanzhen Zou*, Bing Xie

(2021) Graph Neural Network Based Collaborative Filtering for API Usage Recommendation

IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2021), pp. 36-47, DOI: 10.1109/SANER50967.2021.00013

Qi Shen, Shijun Wu, Yanzhen Zou*, Bing Xie

(2021) Comprehensive Integration of API Usage Patterns

29th IEEE/ACM International Conference on Program Comprehension (ICPC 2021), pp. 83-93, DOI: 10.1109/ICPC52881.2021.00017

Chunyang Ling, Zeqi Lin, Yanzhen Zou*, Bing Xie

(2020) Adaptive Deep Code Search

28th ACM/IEEE International Conference on Program Comprehension (ICPC 2020), pp. 48-59, DOI: 10.1145/3387904.3389278

Min Wang, Yanzhen Zou*, Yingkui Cao, Bing Xie

(2019) Searching Software Knowledge Graph with Question

18th International Conference on Software and Systems Reuse (ICSR 2019), pp. 115-131, DOI: 10.1007/978-3-030-22888-0_9

Qi Shen, Bing Xie*, Yanzhen Zou, Zixiao Zhu, Shijun Wu

(2019) 【Best Paper Award】NLI2Code: Reusing Libraries with Natural Language Interface

18th International Conference on Software and Systems Reuse (ICSR 2019), pp. 168-184, DOI: 10.1007/978-3-030-22888-0_12

Min Wang, Zeqi Lin, Yanzhen Zou*, Bing Xie

(2019) CoRA: Decomposing and Describing Tangled Code Changes for Reviewer

34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019), pp. 1050-1061, DOI: 10.1109/ASE.2019.00101

Yanzhen Zou, Yingkui Cao, Bing Xie

(2018) An Exploratory Study on Codes in Heterogeneous Software Documents

10th Asia-Pacific Symposium on Internetware (Internetware 2018), Article 14, pp. 1-6, DOI: 10.1145/3275219.3275233

Yanzhen Zou, Chunyang Ling, Zeqi Lin, Bing Xie

(2018) 【Best Paper Award】Graph Embedding Based Code Search in Software Project

10th Asia-Pacific Symposium on Internetware (Internetware 2018), Article 1, pp. 1-10, DOI: 10.1145/3275219.3275221

Hui Liu, Zhifeng Xu, Yanzhen Zou

(2018) Deep Learning Based Feature Envy Detection

33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018), pp. 385-396, DOI: 10.1145/3238147.3238166

Yingkui Cao, Yanzhen Zou*, Yuxiang Luo, Bing Xie, Junfeng Zhao

(2017) Refining Traceability Links Between Code and Software Documents

9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 4, pp. 1-10, DOI: 10.1145/3131704.3131716

Zixiao Zhu, Chenyan Hua, Yanzhen Zou, Bing Xie*, Junfeng Zhao

(2017) Automatically Generating Task-Oriented API Learning Guide

9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 12, pp. 1-10, DOI: 10.1145/3131704.3131714

Zeqi Lin, Junfeng Zhao, Yanzhen Zou, Bing Xie*

(2017) Document Distance Estimation via Code Graph Embedding

9th Asia-Pacific Symposium on Internetware (Internetware 2017), Article 11, pp. 1-10, DOI: 10.1145/3131704.3131713

Zeqi Lin, Yanzhen Zou, Junfeng Zhao, Bing Xie*

(2017) Improving Software Text Retrieval Using Conceptual Knowledge in Source Code

32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), pp. 123-134, DOI: 10.1109/ASE.2017.8115625

Yanzhen Zou, Ting Ye, Yangyang Lu, John Mylopoulos, Lu Zhang

(2015) Learning to Rank for Question-Oriented Software Text Retrieval

30th IEEE/ACM International Conference on Automated Software Engineering (ASE 2015), pp. 1-11, DOI: 10.1109/ASE.2015.24

Zixiao Zhu, Yanzhen Zou, Bing Xie*, Yong Jin, Zeqi Lin, Lu Zhang

(2014) Mining API Usage Examples from Test Code

30th IEEE International Conference on Software Maintenance and Evolution (ICSME 2014), pp. 301-310, DOI: 10.1109/ICSME.2014.52

Ting Ye, Bing Xie*, Yanzhen Zou, Xiuzhao Chen

(2014) Interrogative-Guided Re-Ranking for Question-Oriented Software Text Retrieval

29th ACM/IEEE International Conference on Automated Software Engineering (ASE 2014), pp. 115-120, DOI: 10.1145/2642937.2642953

Bing Xie, Meng Li, Jing Jin, Junfeng Zhao, Yanzhen Zou

(2013) Mining Cohesive Domain Topics from Source Code

13th International Conference on Software Reuse (ICSR 2013), pp. 239-254, DOI: 10.1007/978-3-642-38977-1_16

Yanzhen Zou, Changsheng Liu, Yong Jin, Bing Xie

(2013) Assessing Software Quality Through Web Comment Search and Analysis

13th International Conference on Software Reuse (ICSR 2013), pp. 208-223, DOI: 10.1007/978-3-642-38977-1_14

Lingxiao Zhang, Yanzhen Zou*, Bing Xie

(2013) A Scalable Crawler Framework for FLOSS Data

5th Asia-Pacific Symposium on Internetware (Internetware 2013), Article 8, pp. 1-7, DOI: 10.1145/2532443.2532454

Zixiao Zhu, Yanzhen Zou*, Yong Jin, Bing Xie

(2013) Generating API-Usage Example for Project Developers

5th Asia-Pacific Symposium on Internetware (Internetware 2013), Article 34, pp. 1-4, DOI: 10.1145/2532443.2532470

Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie

(2012) ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction

10th International Conference on Service-Oriented Computing (ICSOC 2012), pp. 648-655, DOI: 10.1007/978-3-642-34321-6_51

Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie

(2012) Internet-Based Evaluation and Prediction of Web Services Trustworthiness

2012 IEEE COMPSAC Workshops, pp. 571-576, DOI: 10.1109/COMPSACW.2012.105

Lu Fang, Lijie Wang, Meng Li, Junfeng Zhao, Yanzhen Zou, Lingshuang Shao

(2012) Towards Automatic Tagging for Web Services

2012 IEEE 19th International Conference on Web Services (ICWS 2012), pp. 528-535, DOI: 10.1109/ICWS.2012.99

Lijie Wang, Yanzhen Zou*, Lu Fang, Bing Xie, Fuqing Yang

(2012) An Exploratory Study of API Usage Examples on the Web

19th Asia-Pacific Software Engineering Conference (APSEC 2012), pp. 396-405, DOI: 10.1109/APSEC.2012.122

Sibo Cai, Yanzhen Zou*, Lijie Wang, Bing Xie, Weizhong Shao

(2011) A Semi-Supervised Approach for Component Recommendation Based on Citations

12th International Conference on Software Reuse (ICSR 2011), pp. 78-86, DOI: 10.1007/978-3-642-21347-2_7

Sibo Cai, Yanzhen Zou*, Lijie Wang, Bing Xie, Weizhong Shao

(2011) Recommending Component by Citation: A Semi-Supervised Approach for Determination

23rd International Conference on Software Engineering and Knowledge Engineering (SEKE 2011), pp. 489-494

Changsheng Liu, Yanzhen Zou*, Sibo Cai, Bing Xie, Hong Mei

(2011) Finding the Merits and Drawbacks of Software Resources from Comments

26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), pp. 432-435, DOI: 10.1109/ASE.2011.6100091

Yanzhen Zou, Sibo Cai, Meng Li, Lijie Wang, Bing Xie

(2010) A Framework for Trust Enabled Software Asset Retrieval

7th International Conference on Autonomic and Trusted Computing (ATC 2010), pp. 139-153, DOI: 10.1007/978-3-642-16576-4_10

Sibo Cai, Yanzhen Zou*, Bing Xie, Weizhong Shao

(2009) Leveraging Robust Service Evaluation by Introducing the Web of Trust

2009 IEEE International Conference on Cloud Computing (CLOUD 2009), pp. 190-197, DOI: 10.1109/CLOUD.2009.58

Liang Gu, Xuhua Ding, Robert H. Deng, Yanzhen Zou, Bing Xie, Weizhong Shao, Hong Mei

(2008) Model-Driven Remote Attestation: Attesting Remote System from Behavioral Aspect

9th International Conference for Young Computer Scientists (ICYCS 2008), pp. 2347-2353, DOI: 10.1109/ICYCS.2008.349

Sibo Cai, Yanzhen Zou*, Bing Xie, Weizhong Shao

(2008) Mining the Web of Trust for Web Services Selection

2008 IEEE International Conference on Web Services (ICWS 2008), pp. 809-810, DOI: 10.1109/ICWS.2008.114

Yanzhen Zou, Liang Gu, Ge Li, Bing Xie, Hong Mei

(2007) Rectifying Prejudicial Feedback Ratings in Reputation Based Trust Management

2007 IEEE International Conference on Services Computing (SCC 2007), pp. 530-535, DOI: 10.1109/SCC.2007.91

Yanzhen Zou, Liangjie Zhang, Lu Zhang, Bing Xie, Hong Mei

(2006) User Feedback-Based Refinement for Web Services Retrieval Using Multiple Instance Learning

2006 IEEE International Conference on Web Services (ICWS 2006), pp. 471-478, DOI: 10.1109/ICWS.2006.142

潘兴禄,赵衔麟,刘陈晓,邹艳珍*,谢冰

(2025) 基于Issue检索增强大语言模型的补充性代码注释生成

软件学报, 2025, 36(11): 5008-5030, DOI: 10.13328/j.cnki.jos.007369

王玥,孙嘉旋,邹艳珍*,李宇轩,常文辉,谢冰

(2025) 面向复杂头文件的自动化分解与重构方法

软件学报, DOI: 10.13328/j.cnki.jos.007556

赵衔麟,潘兴禄,邹艳珍*,刘陈晓,谢冰

(2024) 面向代码注释生成任务的注释质量评价研究

软件学报, 2024: 1-25, DOI: 10.13328/j.cnki.jos.007252

潘兴禄, 刘陈晓, 王敏, 邹艳珍*, 王涛, 谢冰

(2023) 基于概念传播的软件项目代码注释生成方法

软件学报, 2023, 34(9): 4114-4131, DOI: 10.13328/j.cnki.jos.006637

王敏, 潘兴禄, 邹艳珍*, 谢冰

(2023) 面向代码审查的细粒度代码变更溯源方法

软件学报, 2023, 34(10): 4705-4723, DOI: 10.13328/j.cnki.jos.006674

邹艳珍*, 王敏, 谢冰

(2021) 基于大数据的软件项目知识图谱构造及问答方法

大数据, 2021, 7(1): 22-36, DOI: 10.11959/j.issn.2096-0271.2021002

曹英魁, 孙泽宇, 邹艳珍, 谢冰*

(2021) 一种结构信息增强的代码修改自动转换方法

软件学报, 2021, 32(4): 1006-1022, DOI: 10.13328/j.cnki.jos.006227

沈琦, 钱莹, 邹艳珍*, 伍仕骏, 谢冰

(2021) 融合代码与文档的软件功能特征挖掘方法

软件学报, 2021, 32(4): 1023-1038, DOI: 10.13328/j.cnki.jos.006228

Yingkui Cao, Zeyu Sun, Yanzhen Zou, Bing Xie*

(2021) Structurally-Enhanced Approach for Automatic Code Transformation

International Journal of Software and Informatics, 2021, 11(3): 357-378, DOI: 10.21655/IJSI.1673-7288.00263

Qi Shen, Shijun Wu, Yanzhen Zou*, Zixiao Zhu, Bing Xie

(2020) From API to NLI: A New Interface for Library Reuse

Journal of Systems and Software, 2020, 169: 110728, DOI: 10.1016/j.jss.2020.110728

凌春阳, 邹艳珍, 林泽琦, 谢冰*, 赵俊峰

(2019) 基于图嵌入的软件项目源代码检索方法

软件学报, 2019, 30(5): 1481-1497, DOI: 10.13328/j.cnki.jos.005721

Chunyang Ling, Yanzhen Zou*, Zeqi Lin, Bing Xie

(2019) Graph Embedding Based API Graph Search and Recommendation

Journal of Computer Science and Technology, 2019, 34(5): 993-1006, DOI: 10.1007/s11390-019-1956-2

林泽琦, 邹艳珍*, 赵俊峰, 曹英魁, 谢冰

(2019) 基于代码结构知识的软件文档语义搜索方法

软件学报, 2019, 30(12): 3714-3729, DOI: 10.13328/j.cnki.jos.005609

Yingkui Cao, Yanzhen Zou*, Yuxiang Luo, Bing Xie, Junfeng Zhao

(2018) Toward Accurate Link Between Code and Software Documentation

Science China Information Sciences, 2018, 61: 050105:1-050105:15, DOI: 10.1007/s11432-017-9402-3

朱子骁, 邹艳珍*, 华晨彦, 沈琦, 赵俊峰

(2018) 基于StackOverflow数据的软件功能特征挖掘组织方法

软件学报, 2018, 29(8): 2210-2225, DOI: 10.13328/j.cnki.jos.005533

Zeqi Lin, Bing Xie*, Yanzhen Zou, Junfeng Zhao, Xuandong Li, Jun Wei, Hailong Sun, Gang Yin

(2017) Intelligent Development Environment and Software Knowledge Graph

Journal of Computer Science and Technology, 2017, 32(2): 242-249, DOI: 10.1007/s11390-017-1718-y

沈琦, 朱子骁, 邹艳珍*, 谢冰

(2017) 面向软件问答文档的开发任务标签提取方法

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）

华晨彦, 邹艳珍*, 朱子骁, 谢冰

(2017) 基于代码模式的软件问答文档检索优化方法

计算机科学与探索, 2017, 11(6): 1-9, DOI: 10.3778/j.issn.1673-9418.1609028

李文鹏, 王建彬, 林泽琦, 赵俊峰*, 邹艳珍, 谢冰

(2017) 面向开源软件项目的软件知识图谱构建方法

计算机科学与探索, 2017, 11(6): 851-862, DOI: 10.3778/j.issn.1673-9418.1609026

罗宇翔, 邹艳珍, 金庸, 谢冰

(2015) 一种基于邮件列表的软件问答信息抽取方法

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）, DOI: 10.11896/j.issn.1002-137X.2015.12.005

王立杰, 邹艳珍*, 金靖, 赵俊峰, 谢冰

(2011) 一种面向Internet的Web Services及其描述信息收集方法

计算机科学与探索, 2011(5): 976-985, DOI: 10.3778/j.issn.1673-9418.2011.11.002

邹艳珍, 刘昌盛, 李萌, 谢冰

(2011) 一种基于Internet的JAR包使用信息收集方法

计算机科学, 2011, 38(6): 161-179, DOI: 10.3969/j.issn.1002-137X.2011.06.038

宋怀达, 邹艳珍*, 房路, 金庸, 谢冰

(2011) 一种面向IDE的软件资源库访问机制

计算机科学（全国软件与应用学术会议 NASAC 2011）, pp. 23-28

古亮, 郭耀, 王华, 邹艳珍, 谢冰, 邵维忠

(2010) 基于TPM的运行时软件可信证据收集机制

软件学报, 2010, 21(2): 373-387

蔡斯博, 邹艳珍*, 邵凌霜, 谢冰, 邵维忠

(2010) 一种支持软件资源可信评估的框架

软件学报, 2010, 21(2): 359-372

Yanzhen Zou, Lu Zhang, Yan Li, Bing Xie, Hong Mei

(2008) Result Refinement in Web Services Retrieval Based on Multiple Instances Learning

International Journal of Web Services Research, 2008, 5(2): 77-93, DOI: 10.4018/JWSR.2008040104

麻志毅, 邹艳珍

(2007) 基于UML的分布式服务合约库系统建模

电子学报, 2007, 35(8): 1425-1431, DOI: 10.3321/j.issn:0372-2112.2007.08.001

李琰, 邹艳珍, 潘颖, 谢冰, 孙家骕

(2006) 一种可扩展的构件库数据模型

计算机科学, 2006, 33(5): 182-186, DOI: 10.3969/j.issn.1002-137X.2006.05.078

邹艳珍, 谢冰, 钱金蕾

(2006) 一种支持多领域构件描述的分类描述模型

南京大学学报（自然科学）, 2006, 42(2): 111-119, DOI: 10.3321/j.issn:0469-5097.2006.02.001

邹艳珍, 谢冰, 李琰, 梅宏

(2006) 《软件构件管理规范 信息模型》标准介绍

信息技术与标准化, 2006(6): 14-18, DOI: 10.3969/j.issn.1671-539X.2006.06.005

郭玉辉, 邹艳珍, 谢冰

(2005) 一种面向MVC的Web应用重构方法

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）, DOI: 10.3321/j.issn:0469-5097.2005.z1.070

钱金蕾, 潘颖, 邹艳珍, 谢冰

(2005) 一种构件描述扩充机制

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）, DOI: 10.3321/j.issn:0469-5097.2005.z1.036