2025
IEEE Conference on Software Engineering Education and Training (CSEE&T 2025) An Exploratory Study on Build Issue Resolution Among Computer Science Students Sunzhou Huang, Na Meng, Xueqing Liu, Xiaoyin Wang Acceptance Ratio: 32%
2024
2024 Workshop on Human Centric Software Engineering and Cyber Security (HCSE&CS) How Do Developers Reuse StackOverflow Answers in Their GitHub Projects? Juntong Chen, Yan Zhao, Na Meng Annual Computer Security Applications Conference (ACSAC) Madeline: Continuous and Low-cost Monitoring with Graph-free Representations to Combat Cyber Threats Wenjia Song, Hailun Ding, Na Meng, Peng Gao, Danfeng (Daphne) Yao JSS ConflictBench: A Benchmark to Evaluate Software Merge Tools [Preprint][LinkToPaper] Bowen Shen, Na Meng TSE Methods and Benchmark for Detecting Cryptographic API Misuses in Python [PDF] Miles Frantz, Ya Xiao, Tanmoy Sarkar Pias, Na Meng, Danfeng (Daphne) Yao ICPC RENE 2024 Understanding the Impact of Branch Edit Features for the Automatic Prediction of Merge Conflict Resolutions [PDF] Waad Aldndni, Francisco Servant, Na Meng Construction Research Congress (CRC) 2024 Automation in Building Occupant Profile Development: A Machine Learning‐ and Persona‐enabled Approach [PDF] Sheik Murad Hassan Anik, Xinghua Gao, Na Meng ICSE 2024 Compiler-directed Migrating API Callsite of Client Code [PDF] Hao Zhong, Na Meng ICSE Software Engineering in Practice (SEIP) 2024 Broadly Enabling KLEE to Effortlessly Find Unrecoverable Errors in Rust [PDF] Ying Zhang, Peng Li, Yu Ding, Lingxiang Wang, Dan Williams, Na Meng Acceptance Ratio: 37.5%
2023
Transactions on Software Engineering and Methodology (TOSEM) How are Multilingual Systems Constructed: A Study of Language Use and Selection [PDF] Wen Li, Austin Marino, Haoran Yang, Na Meng, Li Li, Haipeng Cai Journal of Systems and Software (JSS) Automatic Prediction of Developers' Resolutions for Software Merge Conflicts [PDF][LinkToPaper] Waad Aldndni, Na Meng, Francisco Servant Energy & Buildings Towards Automated Occupant Profile Creation in Smart Buildings: A machine learning-enabled approach for user persona generation [PDF][LinkToPaper] Sheik Murad Hassan Anik, Xinghua Gao, Na Meng Journal of Systems Architecture On the methodology of three-way structured merge in version control systems: Top-down, bottom-up, or both [PDF] Fengmin Zhu, Xingyu Xie, Dongyu Feng, Na Meng, Fei He ESEC/FSE 2023 Triggering Modes in Spectrum-Based Multi-location Fault Localization [PDF] Industry Track Tung Dao, Na Meng, ThanhVu Nguyen ASE 2023 VRGuide: Efficient Testing of Virtual Reality Scenes via Dynamic Cut Coverage [PDF] Xiaoyin Wang, Tahmid Rafi, Na Meng Acceptance Ratio: 21% Transactions on Software Engineering and Methodology (TOSEM) Measurement of Embedding Choices on Cryptographic API Completion Tasks [PDF] Ya Xiao, Wenjia Song, Salman Ahmed, Xinyang Ge, Bimal Viswanath, Na Meng, Danfeng(Daphne) Yao Transactions on Software Engineering and Methodology (TOSEM) UniLoc: Unified Fault Localization of Continuous Integration Failures [PDF] Foyzul Hassan, Na Meng, Xiaoyin Wang
2022
SETTA 2022 Mastery: Shifted-Code-Aware Structured Merging [PDF] Fengmin Zhu, Xingyu Xie, Dongyu Feng, Na Meng, Fei He Best Paper Award SecDev 2022 How Do Developers Follow Security-Relevant Best Practices When Using NPM Packages? [PDF] Md Mahir Asef Kabir, Ying Wang, Danfeng(Daphne) Yao, Na Meng ASE 2022 Detecting Build Conflicts in Software Merge for Java Programs via Static Analysis [PDF] Sheikh Shadab Towqir, Bowen Shen, Muhammad Ali Gulzar, Na Meng Transactions on Software Engineering and Methodology (TOSEM) A Characterization Study of Merge Conflicts in Java Projects [PDF] Bowen Shen, Muhammad Ali Gulzar, Fei He, Na Meng ICSE 2022 Poster Comprehensive Comparisons of Embedding Approaches for Cryptographic API Completion [PDF] Ya Xiao, Salman Ahmed, Xinyang Ge, Bimal Viswanath, Na Meng, Daphne Yao ICPC 2022 Example-Based Vulnerability Detection and Repair in Java Code [PDF][YouTube] Ying Zhang, Ya Xiao, Md Mahir Asef Kabir, Daphne Yao, Na Meng IEEE Security & Privacy Being the Developers’ Friend: Our Experience Developing a High Precision Tool for Secure Coding [PDF] Danfeng (Daphne) Yao, Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Miles Frantz, Ke Tian, Na Meng, Cristina Cifuentes, Yang Zhao, Nicholas Allen, Nathan Keynes, Barton P. Miller, Elisa Heymann, Murat Kantarcioglu, Fahad Shaon Transactions on Software Engineering (TSE) Automatic Detection of Java Cryptographic API Misuses: Are We There Yet? [PDF] Ying Zhang, Md Mahir Asef Kabir, Ya Xiao, Daphne Yao, Na Meng Journal of Building Engineering A Cost-Effective, Scalable, and Portable IoT Data Infrastructure for Indoor Environment Sensing [Preprint][LinkToPaper] Sheik Murad Hassan Anik, Xinghua Gao, Na Meng, Philip R Agee, Andrew P McCoy SANER 2022 A Lightweight Approach of Human-Like Playtest for Android Apps [PDF][YouTube] Yan Zhao, Enyi Tang, Haipeng Cai, Xi Guo, Xiaoyin Wang, Na Meng Acceptance Ratio: 24.1% (48/199) CI & CRC Joint Conference Graph-Based Simulation for Cyber-Physical Attacks on Smart Buildings [PDF] Rahul Agarwal, Na Meng, Xinghua Gao, Yuqing Liu
2021
Book Chapter CCLearner: Clone Detection via Deep Learning [Preprint] Liuqing Li, He Feng, Na Meng, Barbara Ryder, in book Code Clone Analysis Journal of Systems and Software (JSS) Investigating and Recommending Co-Changed Entities for JavaScript Programs [Preprint][LinkToPaper] Zijian Jiang, Hao Zhong, Na Meng ESEC/FSE 2021 Generating Efficient Solvers from Constraint Models [PDF][YouTube] Shu Lin, Na Meng, Wenxin Li Acceptance Ratio: 24.5% SCIENCE CHINA Information A Theoretic Framework of Bidirectional Transformation between Systems and Models [PDF] Sciences (SCIS) Xiao He, Zhenjiang Hu, Na Meng IJCNN 2021 Classifying Code Commits with Convolutional Neural Networks [PDF][YouTube] Na Meng, Zijian Jiang, Hao Zhong ITiCSE 2021 PDL: Scaffolding Problem Solving in Programming Courses [PDF][YouTube] Shu Lin, Na Meng, Dennis Kafura, Wenxin Li Acceptance Ratio: 31% ICST 2021 Exploring the Triggering Modes of Spectrum-Based Fault Localization: An Industrial Case [PDF] -Industry Track Tung Dao, Max Wang, Na Meng ICSE-Companion 2021 Understanding Language Selection in Multi-language Software Projects on GitHub Wen Li, Na Meng, Li Li, Haipeng Cai [PDF] ICSE 2021 Hero: On the Chaos When PATH Meets Modules [PDF] Ying Wang, Liang Qiao, Chang Xu, Yepang Liu, Shing-Chi Cheung, Na Meng, Hai Yu, Zhiliang Zhu Acceptance Ratio: 22.9% ACM SIGSOFT Distinguished Paper Award
2020
Frontiers in Sustainability Securing Data in Life Sciences – A Plant Food (Edamame) Systems Case Study [PDF] Susan E. Duncan, Bo Zhang, Wade E. Thomason, Margaret O. Ellis, Na Meng, Michael Stamper, Renata Carneiro, Tiffany A. Drape ICSME 2020 Investigating The Reproducibility of NPM Packages [PDF][YouTube] Pronnoy Goswami, Saksham Gupta, Zhiyuan Li, Na Meng, Daphne Yao Acceptance Ratio: 37.5% ASE 2020 Inferring and Applying Def-Use Like Configuration Couplings in Deployment Descriptors [PDF] Chengyuan Wen, Yaxuan Zhang, Xiao He, Na Meng Acceptance Ratio: 22.5% SecDev 2020 Coding Practices and Recommendations of Spring Security for Enterprise Applications [PDF] Mazharul Islam, Sazzadur Rahaman, Na Meng, Behnaz Hassanshahi, Paddy Krishnan, Danfeng (Daphne) Yao ICSE 2020 An Empirical Study on API Parameter Rules [PDF] Hao Zhong, Na Meng, Zexuan Li, Li Jia Acceptance Ratio: 20.9%
2019
Journal of Systems and Software (JSS) Automatic Method Change Suggestion to Complement Multi-Entity Edits [Preprint][LinkToPaper][Software and Data] Zijian Jiang, Ye Wang, Hao Zhong, Na Meng Transactions on Dependable and Secure Computing (TDSC) SAIS: Self-Adaptive Identification of Security Bug Reports [PDF] Shaikh Mostafa, Bridgette Findley, Na Meng, Xiaoyin Wang IJCAI 2019 Optimizing Constraint Solving via Dynamic Programming [PDF] Shu Lin, Na Meng, Wenxin Li Acceptance ratio: 17.9% CCS'19 Poster Deployment-Quality and Accessible Solutions for Cryptography Code Development [Abstract] Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Ke Tian, Miles Frantz, Na Meng, Barton P. Miller, Fahad Shaon, Murat Kantarcioglu, Danfeng (Daphne) Yao LCTES 2019 Work-In-Progress (WIP) An Empirical Comparison between Monkey Testing and Human Testing [PDF] Mostafa Mohammed, Haipeng Cai, Na Meng Book Chapter Software Evolution [PDF] Miryung Kim, Na Meng, and Tianyi Zhang, in book Handbook of Software Engineering ICPC 2019 Meditor: Inference and Application of API Migration Edits [PDF][Software] Shengzhe Xu, Ziqi Dong, Na Meng Acceptance ratio: 25.8% ICSE 2019 How Reliable is The Crowdsourced Knowledge of Security Implementation?[PDF][Software] Mengsu Chen, Felix Fischer, Na Meng, Xiaoyin Wang and Jens Grossklags Acceptance ratio: 21% Nominated for the Distinguished Paper Award
2018
Transactions on Information Forensics & Security (TIFS) DroidCat: Effective Android Malware Detection and Categorization via App-Level Profiling [PDF] Haipeng Cai, Na Meng, Barbara Ryder, and Daphne Yao SATE18 CMSuggester: Method Change Suggestion to Complement Multi-Entity Edits [PDF] Acceptance ratio: 26.4% Recommended to the journal SCIENCE CHINA Information Sciences. Ye Wang, Na Meng, and Hao Zhong ICSME 2018 NIER track An Empirical Study of Flaky Tests in Android Apps[PDF][Data] Swapna Thorve, Chandani Shrestha, and Na Meng ICSME 2018 An Empirical Study of Multi-Entity Changes in Real Bug Fixes[PDF] Ye Wang, Na Meng, and Hao Zhong Acceptance ratio: 21.2% Nominated for the Distinguished Paper Award ICSME 2018 Automatic Clone Recommendation for Refactoring Based on the Present and the Past[PDF] Ruru Yue, Zhe Gao, Na Meng, Yingfei Xiong, Xiaoyin Wang, and David Morgenthaler Acceptance ratio: 21.2% Nominated for the Distinguished Paper Award SecDev '18 Tutorial Principles and Practices of Secure Coding Sazzadur Rahaman, Na Meng, and Daphne Yao Journal of Systems and Software (Journal First) Lascad: Language-Agnostic Software Categorization and Similar Application Detection [Preprint][Paper] Doaa Altarawy, Hossameldin Shahin, Ayat Mohammed, and Na Meng MOBILESoft 2018 Automatic Inference of Java-to-Swift Translation Rules for Porting Mobile Applications [PDF] Kijin An, Na Meng, and Eli Tilevich Nominated for the Best Paper Award ICSE 2018 Secure Coding Practices in Java: Challenges and Vulnerabilities[PDF][Data][Slides] Na Meng, Stefan Nagy, Daphne Yao, Wenjie Zhuang and Gustavo Arango Argoty Acceptance ratio: 20.9%
2017
EMSE(Journal First) Towards Reusing Hints from Past Fixes--An Exploratory Study on Thousands of Real Samples[PDF] Hao Zhong, Na Meng ICSME 2017 CCLearner: A Deep Learning-Based Clone Detection Approach [PDF][Software][PPT] Liuqing Li, He Feng, Wenjie Zhuang, Na Meng, Barbara Ryder Acceptance ratio: 27.8% ICSME 2017 A Characterization Study of Repeated Bug Fixes [PDF][Software][PPT] Ruru Yue, Na Meng, Qianxiang Wang Acceptance ratio: 27.8% ICPC 2017 How Does Execution Information Help with Information-Retrieval Based Bug Localization? [software][PPT][YouTube] Tung Dao, Lingming Zhang, Na Meng Acceptance ratio: 33.7% ICSE 2017 Poster An Empirical Study on Using Hints from Past Fixes Hao Zhong, Na Meng
2016
USENIX ATC '16 Poster Trifest: Automated Inference for Probabilistic Systems James Bornholt, Na Meng, Todd Mytkowicz, Kathryn S McKinley
2015
SCAW 2015 Programming the Internet of Uncertain <T>hings James Bornholt, Na Meng, Todd Mytkowicz, Kathryn S. McKinley ICSE 2015 Does Automated Refactoring Obviate Systematic Editing? [Software] Na Meng, Lisa Hua, Miryung Kim, Kathryn S. McKinley Acceptance ratio: 18.5%
Before 2015
Dissertation (2014) Automating Program Transformations Based on Examples of Systematic Edits Na Meng ICSE 2014 Companion Cookbook: In Situ Code Completion using Edit recipes Learned from Examples John Jacobellis, Na Meng, and Miryung Kim Book Chapter (2014) Recommending Program Transformations to Automate Repetitive Software Changes Miryung Kim, and Na Meng, on Book Recommendation Systems on Software Engineering ICSE 2013 Lase: Locating and Applying Systematic Edits by Learning from Examples[Software] Na Meng, Miryung Kim, and Kathryn S. McKinley Acceptance ratio: 18.5% ICSE 2013 Demo Lase: An Example-Based Program Transformation Tool for Locating and Applying Systematic Edits John Jacobellis, Na Meng, and Miryung Kim ESEC/FSE 2011 Demo Sydit: Creating and Applying a Program Transformation from an Example Na Meng, Miryung Kim, and Kathryn S. McKinley PLDI 2011 Systematic Editing: Generating Program Transformations from an Example[Software] Na Meng, Miryung Kim, and Kathryn S. McKinley Acceptance ratio: 23.3% Na Meng, Miryung Kim, and Kathryn S. McKinley SOSE 2008 Towards SOA-based Code Defect Analysis Qianxiang Wang, Na Meng, Zhiyi Zhou, Jinhui Li, and Hong Mei QSIC 2008 Short An Approach to Merge Results on Multiple Static Analysis Tools(Short Paper) Na Meng, Qianxiang Wang, Qian Wu, and Hong Mei QSIC 2007 A Pattern-based Constraint Description Approach for Web Services Qianxiang Wang, Min Li, Na Meng, Yonggang Liu, and Hong Mei COMPSAC 2006 A Visual Constraint Specifying Approach for Adaptive Software Qianxiang Wang, Min Li, and Na Meng