ask others

• Google
• Google Scholar
• Semantic Scholar
• Internet Archive Scholar
• CiteSeerX
• ORCID

• affiliation:Huawei Technologies Co., Ltd., Hangzhou, China
• affiliation (former):Monash University, Melbourne, Australia
• affiliation (former):University of British Columbia, Vancouver, BC, Canada
• affiliation (PhD 2014):Zhejiang University, College of Computer Science and Technology, China

• Xin Xia —disambiguation page
• Xin Xia0002 — Tsinghua University, Department of Electronical Engineering, Beijing, China
• Xin Xia0003 — University of Electronic Science and Technology of China, National Key Lab of Communication, Chengdu, China
• Xin Xia0004 — Jiangxi Vocational Technical College of Industry and Trade, Nanchang, China
• Xin Xia0005 — Beihang University, China
• Xin Xia0006 — Sichuan University, Chengdu, Sichuan, China
• Xin Xia0007 —University of California Los Angeles, CA, USA(and 2 more)
• Xin Xia0008 — Huawei Technologies Co., Ltd., Chengdu, China
• Xin Xia0009 — Huaiyin Institute of Technology, Huaian, China
• Xin Xia0010 — Agricultural University of Hebei, Baoding, Hebei, China
• Xin Xia0011 — Jiangnan University, Wuxi, Jiangsu, China
• Xin Xia0012 — Shanghai University of Electric Power, College of Energy and Mechanical Engineering, China
• Xin Xia0013 — University of Queensland, Brisbane, Australia
• Xin Xia0014 — ByteDance Inc., Beijing, China

• Xin-Xia Gao
• Xin-xia Wang
• Xiao Xin Xia
• Xin-tao Xia
• Xia Xiao Xin
• Xin-Xia Zheng

• 2025
• 
  [j137]
  Xiangping Chen,Xing Hu,Yuan Huang,He Jiang,Weixing Ji,Yanjie Jiang,Yanyan Jiang,Bo Liu,Hui Liu,Xiaochen Li,Xiaoli Lian,Guozhu Meng,Xin Peng,Hailong Sun,Lin Shi,Bo Wang,Chong Wang,Jiayi Wang,Tiantian Wang,Jifeng Xuan,Xin Xia,Yibiao Yang,Yixin Yang,Li Zhang,Yuming Zhou,Lu Zhang:
  Deep learning-based software engineering: progress, challenges, and opportunities.Sci. China Inf. Sci.68(1) (2025)
• 
  [j136]
  Kexing Chen,Lingfeng Bao,Xing Hu,Xin Xia,Xiaohu Yang:
  E-PRedictor: an approach for early prediction of pull request acceptance.Sci. China Inf. Sci.68(5) (2025)
• 
  [j135]
  Xunzhu Tang,Haoye Tian,Pingfan Kong,Saad Ezzini,Kui Liu,Xin Xia,Jacques Klein,Tegawendé F. Bissyandé:
  Correction to: App review driven collaborative bug finding.Empir. Softw. Eng.30(1):36 (2025)
• 
  [j134]
  Zhipeng Gao,Yanqi Su,Xing Hu,Xin Xia:
  Automating TODO-missed Methods Detection and Patching.ACM Trans. Softw. Eng. Methodol.34(1):2:1-2:28 (2025)
• 
  [i101]
  Zezhou Yang,Sirong Chen,Cuiyun Gao,Zhenhao Li,Xing Hu,Kui Liu,Xin Xia:
  An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities.CoRRabs/2501.13742 (2025)
• 
  [i100]
  Ruiqi Wang,Jiyu Guo,Cuiyun Gao,Guodong Fan,Chun Yong Chong,Xin Xia:
  Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering.CoRRabs/2502.06193 (2025)
• 
  [i99]
  Junwei Zhang,Xing Hu,Shan Gao,Xin Xia,David Lo,Shanping Li:
  Less is More: On the Importance of Data Quality for Unit Test Generation.CoRRabs/2502.14212 (2025)
• 
  [i98]
  Jianhang Xiang,Zhipeng Gao,Lingfeng Bao,Xing Hu,Jiayuan Chen,Xin Xia:
  Automating Comment Generation for Smart Contract from Bytecode.CoRRabs/2503.15270 (2025)
• 
  [i97]
  Lishui Fan,Zhongxin Liu,Haoye Wang,Lingfeng Bao,Xin Xia,Shanping Li:
  FAIT: Fault-Aware Fine-Tuning for Better Code Generation.CoRRabs/2503.16913 (2025)
• 
  [i96]
  Zirui Chen,Xing Hu,Puhua Sun,Xin Xia,Xiaohu Yang:
  Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability.CoRRabs/2503.24273 (2025)
• 2024
• 
  [j133]
  Jiachi Chen,Jiang Hu,Xin Xia,David Lo,John C. Grundy,Zhipeng Gao,Ting Chen:
  Angels or demons: investigating and detecting decentralized financial traps on ethereum smart contracts.Autom. Softw. Eng.31(2) (2024)
• 
  [j132]
  Zuohui Chen,Renxuan Wang,Jingyang Xiang,Yue Yu,Xin Xia,Shouling Ji,Qi Xuan,Xiaoniu Yang:
  GGT: Graph-guided testing for adversarial sample detection of deep neural network.Comput. Secur.140:103710 (2024)
• 
  [j131]
  Xunzhu Tang,Haoye Tian,Pingfan Kong,Saad Ezzini,Kui Liu,Xin Xia,Jacques Klein,Tegawendé F. Bissyandé:
  App review driven collaborative bug finding.Empir. Softw. Eng.29(5):124 (2024)
• 
  [j130]
  Anita D. Carleton,Davide Falessi,Hongyu Zhang,Xin Xia:
  Generative AI: Redefining the Future of Software Engineering.IEEE Softw.41(6):34-37 (2024)
• 
  [j129]
  Wen Li,Lingfeng Bao,Jiachi Chen,John C. Grundy,Xin Xia,Xiaohu Yang:
  Market Manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data.ACM Trans. Internet Techn.24(2):8:1-8:26 (2024)
• 
  [j128]
  Yuanhang Yang,Wei He,Cuiyun Gao,Zenglin Xu,Xin Xia,Chuanyi Liu:
  TopicAns: Topic-informed Architecture for Answer Recommendation on Technical Q&A Site.ACM Trans. Softw. Eng. Methodol.33(1):20:1-20:25 (2024)
• 
  [j127]
  Jiamou Sun,Zhenchang Xing,Xin Xia,Qinghua Lu,Xiwei Xu,Liming Zhu:
  Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods.ACM Trans. Softw. Eng. Methodol.33(2):49:1-49:38 (2024)
• 
  [j126]
  Yanming Yang,Xing Hu,Xin Xia,Xiaohu Yang:
  The Lost World: Characterizing and Detecting Undiscovered Test Smells.ACM Trans. Softw. Eng. Methodol.33(3):59:1-59:32 (2024)
• 
  [j125]
  Jia Li,Zhuo Li,Huangzhao Zhang,Ge Li,Zhi Jin,Xing Hu,Xin Xia:
  Poison Attack and Poison Detection on Deep Source Code Processing Models.ACM Trans. Softw. Eng. Methodol.33(3):62:1-62:31 (2024)
• 
  [j124]
  Yanming Yang,Xing Hu,Zhipeng Gao,Jinfu Chen,Chao Ni,Xin Xia,David Lo:
  Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect Prediction.IEEE Trans. Software Eng.50(2):296-321 (2024)
• 
  [j123]
  Junxiao Han,Jiahao Zhang,David Lo,Xin Xia,Shuiguang Deng,Minghui Wu:
  Understanding Newcomers' Onboarding Process in Deep Learning Projects.IEEE Trans. Software Eng.50(3):443-460 (2024)
• 
  [j122]
  Fangcheng Qiu,Zhongxin Liu,Xing Hu,Xin Xia,Gang Chen,Xinyu Wang:
  Vulnerability Detection via Multiple-Graph-Based Code Representation.IEEE Trans. Software Eng.50(8):2178-2199 (2024)
• 
  [j121]
  Xiao Yu,Lei Liu,Xing Hu,Jacky Wai Keung,Jin Liu,Xin Xia:
  Fight Fire With Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?IEEE Trans. Software Eng.50(12):3435-3453 (2024)
• 
  [c189]
  Xin Xia,Zhi Jin,Marco Aiello,Dongmei Zhang,Guangtai Liang,Xing Hu:
  Software Service Engineering in the Era of Large Language Models.SSE2024:xxiii
• 
  [c188]
  Junkai Chen,Xing Hu,Zhenhao Li,Cuiyun Gao,Xin Xia,David Lo:
  Code Search is All You Need? Improving Code Suggestions with Code Search.ICSE2024:73:1-73:13
• 
  [c187]
  Shuzheng Gao,Wenxin Mao,Cuiyun Gao,Li Li,Xing Hu,Xin Xia,Michael R. Lyu:
  Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.ICSE2024:80:1-80:13
• 
  [c186]
  Shengyi Pan,Lingfeng Bao,Jiayuan Zhou,Xing Hu,Xin Xia,Shanping Li:
  Towards More Practical Automation of Vulnerability Assessment.ICSE2024:148:1-148:13
• 
  [c185]
  Zhongxin Liu,Zhijie Tang,Junwei Zhang,Xin Xia,Xiaohu Yang:
  Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks.ICSE2024:151:1-151:13
• 
  [c184]
  Qi Zhan,Xing Hu,Zhiyang Li,Xin Xia,David Lo,Shanping Li:
  PS3: Precise Patch Presence Test based on Semantic Symbolic Signature.ICSE2024:167:1-167:12
• 
  [c183]
  Zhiyuan Pan,Xing Hu,Xin Xia,Xian Zhan,David Lo,Xiaohu Yang:
  PPT4J: Patch Presence Test for Java Binaries.ICSE2024:225:1-225:12
• 
  [c182]
  Zirui Chen,Xing Hu,Xin Xia,Yi Gao,Tongtong Xu,David Lo,Xiaohu Yang:
  Exploiting Library Vulnerability via Migration Based Automating Test Generation.ICSE2024:228:1-228:12
• 
  [c181]
  Yi Gao,Xing Hu,Tongtong Xu,Xin Xia,David Lo,Xiaohu Yang:
  MUT: Human-in-the-Loop Unit Test Migration.ICSE2024:229:1-229:12
• 
  [c180]
  Yanming Yang,Xing Hu,Xin Xia,David Lo,Xiaohu Yang:
  Streamlining Java Programming: Uncovering Well-Formed Idioms with IdioMine.ICSE2024:230:1-230:12
• 
  [c179]
  Tingwei Zhu,Tongtong Xu,Kui Liu,Jiayuan Zhou,Xing Hu,Xin Xia,Tian Zhang,David Lo:
  An Empirical Study of Automatic Program Repair Techniques for Injection Vulnerabilities.ICSME2024:25-37
• 
  [c178]
  Junwei Zhang,Zhongxin Liu,Lingfeng Bao,Zhenchang Xing,Xing Hu,Xin Xia:
  Inside Bug Report Templates: An Empirical Study on Bug Report Templates in Open-Source Software.Internetware2024
• 
  [c177]
  Shengyi Pan,You Wang,Zhongxin Liu,Xing Hu,Xin Xia,Shanping Li:
  Automating Zero-Shot Patch Porting for Hard Forks.ISSTA2024:363-375
• 
  [c176]
  Zhipeng Xue,Zhipeng Gao,Shaohua Wang,Xing Hu,Xin Xia,Shanping Li:
  SelfPiCo: Self-Guided Partial Code Execution with LLMs.ISSTA2024:1389-1401
• 
  [c175]
  Xiao Yu,Lei Liu,Xing Hu,Jacky Keung,Xin Xia,David Lo:
  Practitioners' Expectations on Automated Test Generation.ISSTA2024:1618-1630
• 
  [c174]
  Tingwei Zhu,Zhongxin Liu,Tongtong Xu,Ze Tang,Tian Zhang,Minxue Pan,Xin Xia:
  Exploring and Improving Code Completion for Test Code.ICPC2024:137-148
• 
  [c173]
  Qi Zhan,Xing Hu,Xin Xia,Shanping Li:
  REACT: IR-Level Patch Presence Test for Binary.ASE2024:381-392
• 
  [c172]
  Xiao Yu,Zexian Zhang,Feifei Niu,Xing Hu,Xin Xia,John Grundy:
  What Makes a High-Quality Training Dataset for Large Language Models: A Practitioners' Perspective.ASE2024:656-668
• 
  [c171]
  Mouxiang Chen,Zhongxin Liu,He Tao,Yusu Hong,David Lo,Xin Xia,Jianling Sun:
  B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests.ASE2024:1693-1705
• 
  [c170]
  Jia Feng,Jiachen Liu,Cuiyun Gao,Chun Yong Chong,Chaozheng Wang,Shan Gao,Xin Xia:
  ComplexCodeEval: A Benchmark for Evaluating Large Code Models on More Complex Code.ASE2024:1895-1906
• 
  [c169]
  Jiaqi Wu,Lingfeng Bao,Xiaohu Yang,Xin Xia,Xing Hu:
  A Large-Scale Empirical Study of Open Source License Usage: Practices and Challenges.MSR2024:595-606
• 
  [c168]
  Shengyi Pan,Lingfeng Bao,Jiayuan Zhou,Xing Hu,Xin Xia,Shanping Li:
  Unveil the Mystery of Critical Software Vulnerabilities.SIGSOFT FSE Companion2024:138-149
• 
  [c167]
  Zhipeng Gao,Zhipeng Xue,Xing Hu,Weiyi Shang,Xin Xia:
  Easy over Hard: A Simple Baseline for Test Failures Causes Prediction.SIGSOFT FSE Companion2024:306-317
• 
  [c166]
  Junwei Zhang,Xing Hu,Lingfeng Bao,Xin Xia,Shanping Li:
  Dual Prompt-Based Few-Shot Learning for Automated Vulnerability Patch Localization.SANER2024:940-951
• 
  [e3]
  David Lo,Xin Xia,Massimiliano Di Penta,Xing Hu:
  Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, FORGE 2024, Lisbon, Portugal, 14 April 2024.ACM2024[contents]
• 
  [i95]
  Shuzheng Gao,Wenxin Mao,Cuiyun Gao,Li Li,Xing Hu,Xin Xia,Michael R. Lyu:
  Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.CoRRabs/2401.01060 (2024)
• 
  [i94]
  Zhongxin Liu,Zhijie Tang,Junwei Zhang,Xin Xia,Xiaohu Yang:
  Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks.CoRRabs/2402.00657 (2024)
• 
  [i93]
  Junkai Chen,Zhiyuan Pan,Xing Hu,Zhenhao Li,Ge Li,Xin Xia:
  Evaluating Large Language Models with Runtime Behavior of Program Execution.CoRRabs/2403.16437 (2024)
• 
  [i92]
  Shengyi Pan,You Wang,Zhongxin Liu,Xing Hu,Xin Xia,Shanping Li:
  Automating Zero-Shot Patch Porting for Hard Forks.CoRRabs/2404.17964 (2024)
• 
  [i91]
  Zhipeng Gao,Zhipeng Xue,Xing Hu,Weiyi Shang,Xin Xia:
  Easy over Hard: A Simple Baseline for Test Failures Causes Prediction.CoRRabs/2405.02922 (2024)
• 
  [i90]
  SiQi Wang,Xing Hu,Bei Wang,WenXin Yao,Xin Xia,XingYu Wang:
  Insights into Deep Learning Refactoring: Bridging the Gap Between Practices and Expectations.CoRRabs/2405.04861 (2024)
• 
  [i89]
  Zhipeng Gao,Yanqi Su,Xing Hu,Xin Xia:
  Automating TODO-missed Methods Detection and Patching.CoRRabs/2405.06225 (2024)
• 
  [i88]
  Xiao Yu,Lei Liu,Xing Hu,Jacky Wai Keung,Jin Liu,Xin Xia:
  Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?CoRRabs/2405.12641 (2024)
• 
  [i87]
  Zezhou Yang,Cuiyun Gao,Zhaoqiang Guo,Zhenhao Li,Kui Liu,Xin Xia,Yuming Zhou:
  A Survey on Modern Code Review: Progresses, Challenges and Opportunities.CoRRabs/2405.18216 (2024)
• 
  [i86]
  Zhiyuan Pan,Xing Hu,Xin Xia,Xiaohu Yang:
  Enhancing Repository-Level Code Generation with Integrated Contextual Information.CoRRabs/2406.03283 (2024)
• 
  [i85]
  Qiheng Mao,Zhenhao Li,Xing Hu,Kui Liu,Xin Xia,Jianling Sun:
  Towards Effectively Detecting and Explaining Vulnerabilities Using Large Language Models.CoRRabs/2406.09701 (2024)
• 
  [i84]
  Xiao Yu,Lei Liu,Xing Hu,Jacky Wai Keung,Jin Liu,Xin Xia:
  Where Are Large Language Models for Code Generation on GitHub?CoRRabs/2406.19544 (2024)
• 
  [i83]
  Junkai Chen,Zhenhao Li,Xing Hu,Xin Xia:
  NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations.CoRRabs/2406.19783 (2024)
• 
  [i82]
  Lishui Fan,Jiakun Liu,Zhongxin Liu,David Lo,Xin Xia,Shanping Li:
  Exploring the Capabilities of LLMs for Code Change Related Tasks.CoRRabs/2407.02824 (2024)
• 
  [i81]
  Zhipeng Xue,Zhipeng Gao,Shaohua Wang,Xing Hu,Xin Xia,Shanping Li:
  SelfPiCo: Self-Guided Partial Code Execution with LLMs.CoRRabs/2407.16974 (2024)
• 
  [i80]
  Yubo Mai,Zhipeng Gao,Haoye Wang,Tingting Bi,Xing Hu,Xin Xia,Jianling Sun:
  Towards Better Answers: Automated Stack Overflow Post Updating.CoRRabs/2408.09095 (2024)
• 
  [i79]
  Mouxiang Chen,Zhongxin Liu,He Tao,Yusu Hong,David Lo,Xin Xia,Jianling Sun:
  B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests.CoRRabs/2409.08692 (2024)
• 
  [i78]
  Jia Feng,Jiachen Liu,Cuiyun Gao,Chun Yong Chong,Chaozheng Wang,Shan Gao,Xin Xia:
  ComplexCodeEval: A Benchmark for Evaluating Large Code Models on More Complex Code.CoRRabs/2409.10280 (2024)
• 
  [i77]
  Yi Gao,Xing Hu,Tongtong Xu,Xin Xia,Xiaohu Yang:
  A Rule-Based Approach for UI Migration from Android to iOS.CoRRabs/2409.16656 (2024)
• 
  [i76]
  Yi Gao,Xing Hu,Zirui Chen,Xiaohu Yang,Xin Xia:
  Unit Test Generation for Vulnerability Exploitation in Java Third-Party Libraries.CoRRabs/2409.16701 (2024)
• 
  [i75]
  Yi Gao,Xing Hu,Xiaohu Yang,Xin Xia:
  Context-Enhanced LLM-Based Framework for Automatic Test Refactoring.CoRRabs/2409.16739 (2024)
• 
  [i74]
  Zhenhao Li,Junkai Chen,Qiheng Mao,Xing Hu,Kui Liu,Xin Xia:
  Studying Practitioners' Expectations on Clear Code Review Comments.CoRRabs/2410.06515 (2024)
• 
  [i73]
  Xiangping Chen,Xing Hu,Yuan Huang,He Jiang,Weixing Ji,Yanjie Jiang,Yanyan Jiang,Bo Liu,Hui Liu,Xiaochen Li,Xiaoli Lian,Guozhu Meng,Xin Peng,Hailong Sun,Lin Shi,Bo Wang,Chong Wang,Jiayi Wang,Tiantian Wang,Jifeng Xuan,Xin Xia,Yibiao Yang,Yixin Yang,Li Zhang,Yuming Zhou,Lu Zhang:
  Deep Learning-based Software Engineering: Progress, Challenges, and Opportunities.CoRRabs/2410.13110 (2024)
• 
  [i72]
  Cuiyun Gao,Xing Hu,Shan Gao,Xin Xia,Zhi Jin:
  The Current Challenges of Software Engineering in the Era of Large Language Models.CoRRabs/2412.14554 (2024)
• 
  [i71]
  Zixuan Tan,Jiayuan Zhou,Xing Hu,Shengyi Pan,Kui Liu,Xin Xia:
  Similar but Patched Code Considered Harmful - The Impact of Similar but Patched Code on Recurring Vulnerability Detection and How to Remove Them.CoRRabs/2412.20740 (2024)
• 
  [i70]
  Qi Zhan,Xing Hu,Xin Xia,Shanping Li:
  Verified Lifting of Deep learning Operators.CoRRabs/2412.20992 (2024)
• 2023
• 
  [j120]
  Ying Fu,Meng Yan,Zhou Xu,Xin Xia,Xiaohong Zhang,Dan Yang:
  An empirical study of the impact of log parsers on the performance of log-based anomaly detection.Empir. Softw. Eng.28(1):6 (2023)
• 
  [j119]
  Lihong Tang,Tingmin Wu,Xiao Chen,Sheng Wen,Li Li,Xin Xia,Marthie Grobler,Yang Xiang:
  How Does Visualisation Help App Practitioners Analyse Android Apps?IEEE Trans. Dependable Secur. Comput.20(3):2238-2255 (2023)
• 
  [j118]
  Shuzheng Gao,Cuiyun Gao,Yulan He,Jichuan Zeng,Lunyiu Nie,Xin Xia,Michael R. Lyu:
  Code Structure-Guided Transformer for Source Code Summarization.ACM Trans. Softw. Eng. Methodol.32(1):23:1-23:32 (2023)
• 
  [j117]
  Chen Zeng,Yue Yu,Shanshan Li,Xin Xia,Zhiming Wang,Mingyang Geng,Linxiao Bai,Wei Dong,Xiangke Liao:
  deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search.ACM Trans. Softw. Eng. Methodol.32(2):34:1-34:27 (2023)
• 
  [j116]
  Filipe Roseiro Côgo,Xin Xia,Ahmed E. Hassan:
  Assessing the Alignment between the Information Needs of Developers and the Documentation of Programming Languages: A Case Study on Rust.ACM Trans. Softw. Eng. Methodol.32(2):43:1-43:48 (2023)
• 
  [j115]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Xindong Zhang,Zhenchang Xing:
  I Know What You Are Searching for: Code Snippet Recommendation from Stack Overflow Posts.ACM Trans. Softw. Eng. Methodol.32(3):80:1-80:42 (2023)
• 
  [j114]
  Qing Huang,Dianshu Liao,Zhenchang Xing,Zhengkang Zuo,Changjing Wang,Xin Xia:
  Semantic-Enriched Code Knowledge Graph to Reveal Unknowns in Smart Contract Code Reuse.ACM Trans. Softw. Eng. Methodol.32(6):147:1-147:37 (2023)
• 
  [j113]
  Weifeng Sun,Meng Yan,Zhongxin Liu,Xin Xia,Yan Lei,David Lo:
  Revisiting the Identification of the Co-evolution of Production and Test Code.ACM Trans. Softw. Eng. Methodol.32(6):152:1-152:37 (2023)
• 
  [j112]
  Qing Huang,Zhiqiang Yuan,Zhenchang Xing,Zhengkang Zuo,Changjing Wang,Xin Xia:
  1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application.IEEE Trans. Serv. Comput.16(3):1540-1554 (2023)
• 
  [j111]
  Zhongxin Liu,Xin Xia,David Lo,Meng Yan,Shanping Li:
  Just-In-Time Obsolete Comment Detection and Update.IEEE Trans. Software Eng.49(1):1-23 (2023)
• 
  [j110]
  Neng Zhang,Ying Zou,Xin Xia,Qiao Huang,David Lo,Shanping Li:
  Web APIs: Features, Issues, and Expectations - A Large-Scale Empirical Study of Web APIs From Two Publicly Accessible Registries Using Stack Overflow and a User Survey.IEEE Trans. Software Eng.49(2):498-528 (2023)
• 
  [j109]
  Bo Lin,Shangwen Wang,Zhongxin Liu,Xin Xia,Xiaoguang Mao:
  Predictive Comment Updating With Heuristics and AST-Path-Based Neural Learning: A Two-Phase Approach.IEEE Trans. Software Eng.49(4):1640-1660 (2023)
• 
  [j108]
  Yujia Chen,Cuiyun Gao,Xiaoxue Ren,Yun Peng,Xin Xia,Michael R. Lyu:
  API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning.IEEE Trans. Software Eng.49(5):3289-3304 (2023)
• 
  [j107]
  Zhuo Zhang,Yan Lei,Xiaoguang Mao,Meng Yan,Xin Xia,David Lo:
  Context-Aware Neural Fault Localization.IEEE Trans. Software Eng.49(7):3939-3954 (2023)
• 
  [j106]
  Truong Giang Nguyen,Thanh Le-Cong,Hong Jin Kang,Ratnadira Widyasari,Chengran Yang,Zhipeng Zhao,Bowen Xu,Jiayuan Zhou,Xin Xia,Ahmed E. Hassan,Xuan-Bach Dinh Le,David Lo:
  Multi-Granularity Detector for Vulnerability Fixes.IEEE Trans. Software Eng.49(8):4035-4057 (2023)
• 
  [j105]
  Junwei Zhang,Zhongxin Liu,Xing Hu,Xin Xia,Shanping Li:
  Vulnerability Detection by Learning From Syntax-Based Execution Paths of Code.IEEE Trans. Software Eng.49(8):4196-4212 (2023)
• 
  [c165]
  Zhongxin Liu,Zhijie Tang,Xin Xia,Xiaohu Yang:
  CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back.ICSE2023:17-29
• 
  [c164]
  Sen Fang,Tao Zhang,Youshuai Tan,He Jiang,Xin Xia,Xiaobing Sun:
  RepresentThemAll: A Universal Learning Representation of Bug Reports.ICSE2023:602-614
• 
  [c163]
  Shengyi Pan,Lingfeng Bao,Xin Xia,David Lo,Shanping Li:
  Fine-grained Commit-level Vulnerability Type Prediction by CWE Tree Structure.ICSE2023:957-969
• 
  [c162]
  Zejun Zhang,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu,Qinghua Lu:
  Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence.ICSE2023:1495-1507
• 
  [c161]
  Dehai Zhao,Zhenchang Xing,Xin Xia,Deheng Ye,Xiwei Xu,Liming Zhu:
  SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics.ICSE2023:1946-1957
• 
  [c160]
  Jiayuan Zhou,Michael Pacheco,Jinfu Chen,Xing Hu,Xin Xia,David Lo,Ahmed E. Hassan:
  CoLeFunDa: Explainable Silent Vulnerability Fix Identification.ICSE2023:2565-2577
• 
  [c159]
  Zhongxin Liu,Kui Liu,Xin Xia,Xiaohu Yang:
  Towards More Realistic Evaluation for Neural Test Oracle Generation.ISSTA2023:589-600
• 
  [c158]
  Zhenhao Li,An Ran Chen,Xing Hu,Xin Xia,Tse-Hsun Chen,Weiyi Shang:
  Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages.ASE2023:129-140
• 
  [c157]
  Lingxiao Tang,Lingfeng Bao,Xin Xia,Zhongdong Huang:
  Neural SZZ Algorithm.ASE2023:1024-1035
• 
  [c156]
  Xing Hu,Zhuang Liu,Xin Xia,Zhongxin Liu,Tongtong Xu,Xiaohu Yang:
  Identify and Update Test Cases When Production Code Changes: A Transformer-Based Approach.ASE2023:1111-1122
• 
  [c155]
  Zhiyuan Wan,Yun Zhang,Xin Xia,Yi Jiang,David Lo:
  Software Architecture in Practice: Challenges and Opportunities.ESEC/SIGSOFT FSE2023:1457-1469
• 
  [c154]
  Bo Lin,Shangwen Wang,Zhongxin Liu,Yepang Liu,Xin Xia,Xiaoguang Mao:
  CCT5: A Code-Change-Oriented Pre-trained Model.ESEC/SIGSOFT FSE2023:1509-1521
• 
  [c153]
  Chao Ni,Xin Yin,Kaiwen Yang,Dehai Zhao,Zhenchang Xing,Xin Xia:
  Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation.ESEC/SIGSOFT FSE2023:1611-1622
• 
  [c152]
  Yanming Yang,Ying Zou,Xing Hu,David Lo,Chao Ni,John C. Grundy,Xin Xia:
  C³: Code Clone-Based Identification of Duplicated Components.ESEC/SIGSOFT FSE2023:1832-1843
• 
  [e2]
  Hong Mei,Jian Lv,Zhi Jin,Xuandong Li,Xiaohu Yang,Xin Xia:
  Proceedings of the 14th Asia-Pacific Symposium on Internetware, Internetware 2023, Hangzhou, China, August 4-6, 2023.ACM2023[contents]
• 
  [e1]
  Tao Zhang,Xin Xia,Nicole Novielli:
  IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023, Taipa, Macao, March 21-24, 2023.IEEE2023, ISBN978-1-6654-5278-6[contents]
• 
  [i69]
  Zejun Zhang,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu,Qinghua Lu:
  Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence.CoRRabs/2301.12633 (2023)
• 
  [i68]
  Zhongxin Liu,Zhijie Tang,Xin Xia,Xiaohu Yang:
  CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back.CoRRabs/2302.03924 (2023)
• 
  [i67]
  Dehai Zhao,Zhenchang Xing,Xin Xia,Deheng Ye,Xiwei Xu,Liming Zhu:
  SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics.CoRRabs/2304.14042 (2023)
• 
  [i66]
  Bo Lin,Shangwen Wang,Zhongxin Liu,Yepang Liu,Xin Xia,Xiaoguang Mao:
  CCT5: A Code-Change-Oriented Pre-Trained Model.CoRRabs/2305.10785 (2023)
• 
  [i65]
  Truong Giang Nguyen,Thanh Le-Cong,Hong Jin Kang,Ratnadira Widyasari,Chengran Yang,Zhipeng Zhao,Bowen Xu,Jiayuan Zhou,Xin Xia,Ahmed E. Hassan,Xuan-Bach Dinh Le,David Lo:
  Multi-Granularity Detector for Vulnerability Fixes.CoRRabs/2305.13884 (2023)
• 
  [i64]
  Zhongxin Liu,Kui Liu,Xin Xia,Xiaohu Yang:
  Towards More Realistic Evaluation for Neural Test Oracle Generation.CoRRabs/2305.17047 (2023)
• 
  [i63]
  Zhenhao Li,An Ran Chen,Xing Hu,Xin Xia,Tse-Hsun Chen,Weiyi Shang:
  Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages.CoRRabs/2308.08836 (2023)
• 
  [i62]
  Zhiyuan Wan,Yun Zhang,Xin Xia,Yi Jiang,David Lo:
  Software Architecture in Practice: Challenges and Opportunities.CoRRabs/2308.09978 (2023)
• 
  [i61]
  Chao Ni,Xin Yin,Kaiwen Yang,Dehai Zhao,Zhenchang Xing,Xin Xia:
  Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation.CoRRabs/2308.11237 (2023)
• 
  [i60]
  Jia Allen Li,Yongmin Li,Ge Li,Xing Hu,Xin Xia,Zhi Jin:
  EditSum: A Retrieve-and-Edit Framework for Source Code Summarization.CoRRabs/2308.13775 (2023)
• 
  [i59]
  Qi Zhan,Xing Hu,Zhiyang Li,Xin Xia,David Lo,Shanping Li:
  PS³: Precise Patch Presence Test based on Semantic Symbolic Signature.CoRRabs/2312.03393 (2023)
• 
  [i58]
  Zirui Chen,Xing Hu,Xin Xia,Yi Gao,Tongtong Xu,David Lo,Xiaohu Yang:
  Exploiting Library Vulnerability via Migration Based Automating Test Generation.CoRRabs/2312.09564 (2023)
• 
  [i57]
  Zhiyuan Pan,Xing Hu,Xin Xia,Xian Zhan,David Lo,Xiaohu Yang:
  PPT4J: Patch Presence Test for Java Binaries.CoRRabs/2312.11013 (2023)
• 2022
• 
  [j104]
  Lingfeng Bao,Tao Li,Xin Xia,Kaiyu Zhu,Hui Li,Xiaohu Yang:
  How does working from home affect developer productivity? - A case study of Baidu during the COVID-19 pandemic.Sci. China Inf. Sci.65(4) (2022)
• 
  [j103]
  Chao Liu,Xin Xia,David Lo,Cuiyun Gao,Xiaohu Yang,John C. Grundy:
  Opportunities and Challenges in Code Search Tools.ACM Comput. Surv.54(9):196:1-196:40 (2022)
• 
  [j102]
  Yanming Yang,Xin Xia,David Lo,John C. Grundy:
  A Survey on Deep Learning for Software Engineering.ACM Comput. Surv.54(10s):206:1-206:73 (2022)
• 
  [j101]
  Jiakun Liu,Haoxiang Zhang,Xin Xia,David Lo,Ying Zou,Ahmed E. Hassan,Shanping Li:
  An exploratory study on the repeatedly shared external links on Stack Overflow.Empir. Softw. Eng.27(1):19 (2022)
• 
  [j100]
  Fang Liu,Ge Li,Bolin Wei,Xin Xia,Zhiyi Fu,Zhi Jin:
  A unified multi-task learning model for AST-level and token-level code completion.Empir. Softw. Eng.27(4):91 (2022)
• 
  [j99]
  Cuiyun Gao,Jichuan Zeng,David Lo,Xin Xia,Irwin King,Michael R. Lyu:
  Understanding in-app advertising issues based on large scale app review analysis.Inf. Softw. Technol.142:106741 (2022)
• 
  [j98]
  Mojtaba Shahin,Christabel Gonsalvez,Jon Whittle,Chunyang Chen,Li Li,Xin Xia:
  How secondary school girls perceive Computational Thinking practices through collaborative programming with the micro: bit.J. Syst. Softw.183:111107 (2022)
• 
  [j97]
  Tingmin Wu,Wanlun Ma,Sheng Wen,Xin Xia,Cécile Paris,Surya Nepal,Yang Xiang:
  Analysis of Trending Topics and Text-based Channels of Information Delivery in Cybersecurity.ACM Trans. Internet Techn.22(2):52:1-52:27 (2022)
• 
  [j96]
  Cuiyun Gao,Wenjie Zhou,Xin Xia,David Lo,Qi Xie,Michael R. Lyu:
  Automating App Review Response Generation Based on Contextual Knowledge.ACM Trans. Softw. Eng. Methodol.31(1):11:1-11:36 (2022)
• 
  [j95]
  Chao Liu,Xin Xia,David Lo,Zhiwei Liu,Ahmed E. Hassan,Shanping Li:
  CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words.ACM Trans. Softw. Eng. Methodol.31(1):12:1-12:37 (2022)
• 
  [j94]
  Chao Liu,Cuiyun Gao,Xin Xia,David Lo,John C. Grundy,Xiaohu Yang:
  On the Reproducibility and Replicability of Deep Learning in Software Engineering.ACM Trans. Softw. Eng. Methodol.31(1):15:1-15:46 (2022)
• 
  [j93]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy:
  Why Do Smart Contracts Self-Destruct? Investigating the Selfdestruct Function on Ethereum.ACM Trans. Softw. Eng. Methodol.31(2):30:1-30:37 (2022)
• 
  [j92]
  Yanming Yang,Xin Xia,David Lo,Tingting Bi,John C. Grundy,Xiaohu Yang:
  Predictive Models in Software Engineering: Challenges and Opportunities.ACM Trans. Softw. Eng. Methodol.31(3):56:1-56:72 (2022)
• 
  [j91]
  Xing Hu,Qiuyuan Chen,Haoye Wang,Xin Xia,David Lo,Thomas Zimmermann:
  Correlating Automated and Human Evaluation of Code Documentation Generation Quality.ACM Trans. Softw. Eng. Methodol.31(4):63:1-63:28 (2022)
• 
  [j90]
  Tingting Bi,Xin Xia,David Lo,John C. Grundy,Thomas Zimmermann,Denae Ford:
  Accessibility in Software Practice: A Practitioner's Perspective.ACM Trans. Softw. Eng. Methodol.31(4):66:1-66:26 (2022)
• 
  [j89]
  Chao Ni,Xin Xia,David Lo,Xiaohu Yang,Ahmed E. Hassan:
  Just-In-Time Defect Prediction on JavaScript Projects: A Replication Study.ACM Trans. Softw. Eng. Methodol.31(4):76:1-76:38 (2022)
• 
  [j88]
  Meng Yan,Xin Xia,Yuanrui Fan,Ahmed E. Hassan,David Lo,Shanping Li:
  Just-In-Time Defect Identification and Localization: A Two-Phase Framework.IEEE Trans. Software Eng.48(2):82-101 (2022)
• 
  [j87]
  Qiang He,Bo Li,Feifei Chen,John C. Grundy,Xin Xia,Yun Yang:
  Diversified Third-Party Library Prediction for Mobile App Development.IEEE Trans. Software Eng.48(2):150-165 (2022)
• 
  [j86]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy,Xiapu Luo,Ting Chen:
  Defining Smart Contract Defects on Ethereum.IEEE Trans. Software Eng.48(2):327-345 (2022)
• 
  [j85]
  Chao Ni,Xin Xia,David Lo,Xiang Chen,Qing Gu:
  Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect Prediction.IEEE Trans. Software Eng.48(3):786-802 (2022)
• 
  [j84]
  Neng Zhang,Qiao Huang,Xin Xia,Ying Zou,David Lo,Zhenchang Xing:
  Chatbot4QR: Interactive Query Refinement for Technical Question Retrieval.IEEE Trans. Software Eng.48(4):1185-1211 (2022)
• 
  [j83]
  Tingting Bi,Xin Xia,David Lo,John C. Grundy,Thomas Zimmermann:
  An Empirical Study of Release Note Production and Usage in Practice.IEEE Trans. Software Eng.48(6):1834-1852 (2022)
• 
  [j82]
  Jiachi Chen,Xin Xia,David Lo,John Grundy,Xiapu Luo,Ting Chen:
  DefectChecker: Automated Smart Contract Defect Detection by Analyzing EVM Bytecode.IEEE Trans. Software Eng.48(7):2189-2207 (2022)
• 
  [j81]
  Xiaoxue Wu,Wei Zheng,Xin Xia,David Lo:
  Data Quality Matters: A Case Study on Data Label Correctness for Security Bug Report Prediction.IEEE Trans. Software Eng.48(7):2541-2556 (2022)
• 
  [j80]
  Cuiyun Gao,Jichuan Zeng,Zhiyuan Wen,David Lo,Xin Xia,Irwin King,Michael R. Lyu:
  Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.IEEE Trans. Software Eng.48(8):3025-3043 (2022)
• 
  [j79]
  Jiakun Liu,Xin Xia,David Lo,Haoxiang Zhang,Ying Zou,Ahmed E. Hassan,Shanping Li:
  Broken External Links on Stack Overflow.IEEE Trans. Software Eng.48(9):3242-3267 (2022)
• 
  [j78]
  Bowen Xu,Thong Hoang,Abhishek Sharma,Chengran Yang,Xin Xia,David Lo:
  Post2Vec: Learning Distributed Representations of Stack Overflow Posts.IEEE Trans. Software Eng.48(9):3423-3441 (2022)
• 
  [j77]
  Fangcheng Qiu,Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Xinyu Wang:
  Deep Just-In-Time Defect Localization.IEEE Trans. Software Eng.48(12):5068-5086 (2022)
• 
  [c151]
  Huan Xie,Yan Lei,Meng Yan,Yue Yu,Xin Xia,Xiaoguang Mao:
  A Universal Data Augmentation Approach for Fault Localization.ICSE2022:48-60
• 
  [c150]
  Qiuyuan Chen,Dezhen Kong,Lingfeng Bao,Chenxing Sun,Xin Xia,Shanping Li:
  Code Reviewer Recommendation in Tencent: Practice, Challenge, and Direction.ICSE (SEIP)2022:115-124
• 
  [c149]
  Xing Hu,Xin Xia,David Lo,Zhiyuan Wan,Qiuyuan Chen,Thomas Zimmermann:
  Practitioners' Expectations on Automated Code Comment Generation.ICSE2022:1693-1705
• 
  [c148]
  Neng Zhang,Chao Liu,Xin Xia,Christoph Treude,Ying Zou,David Lo,Zibin Zheng:
  ShellFusion: Answer Generation for Shell Programming Tasks via Knowledge Fusion.ICSE2022:1970-1981
• 
  [c147]
  Lingfeng Bao,Xin Xia,Ahmed E. Hassan,Xiaohu Yang:
  V-SZZ: Automatic Identification of Version Ranges Affected by CVE Vulnerabilities.ICSE2022:2352-2364
• 
  [c146]
  Zhuo Zhang,Yan Lei,Xiaoguang Mao,Meng Yan,Xin Xia:
  Improving Fault Localization Using Model-domain Synthesized Failing Test Generation.ICSME2022:199-210
• 
  [c145]
  Uttam Thakore,Muntasir Rahman,Xin Xia,Keun Soo Yim:
  Message from the ISSRE 2022 Industry Track Committee Chairs.ISSRE Workshops2022:xv
• 
  [c144]
  Chenning Tao,Qi Zhan,Xing Hu,Xin Xia:
  C4: contrastive cross-language code clone detection.ICPC2022:413-424
• 
  [c143]
  Yanqi Su,Zheming Han,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu,Qinghua Lu:
  Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing.ASE2022:26:1-26:13
• 
  [c142]
  Haoye Tian,Xunzhu Tang,Andrew Habib,Shangwen Wang,Kui Liu,Xin Xia,Jacques Klein,Tegawendé F. Bissyandé:
  Is this Change the Answer to that Problem?: Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness.ASE2022:59:1-59:13
• 
  [c141]
  Lin Shi,Fangwen Mu,Xiao Chen,Song Wang,Junjie Wang,Ye Yang,Ge Li,Xin Xia,Qing Wang:
  Are we building on the rock? on the importance of data preprocessing for code summarization.ESEC/SIGSOFT FSE2022:107-119
• 
  [c140]
  Zhiyuan Wan,Xin Xia,Yun Zhang,David Lo,Daibing Zhou,Qiuyuan Chen,Ahmed E. Hassan:
  What motivates software practitioners to contribute to inner source?ESEC/SIGSOFT FSE2022:132-144
• 
  [c139]
  Chao Ni,Wei Wang,Kaiwen Yang,Xin Xia,Kui Liu,David Lo:
  The best of both worlds: integrating semantic features with expert features for defect prediction and localization.ESEC/SIGSOFT FSE2022:672-683
• 
  [c138]
  Zejun Zhang,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu:
  Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms.ESEC/SIGSOFT FSE2022:696-708
• 
  [c137]
  Yucen Shi,Ying Yin,Zhengkui Wang,David Lo,Tao Zhang,Xin Xia,Yuhai Zhao,Bowen Xu:
  How to better utilize code graphs in semantic code search?ESEC/SIGSOFT FSE2022:722-733
• 
  [c136]
  Shengyi Pan,Jiayuan Zhou,Filipe Roseiro Côgo,Xin Xia,Lingfeng Bao,Xing Hu,Shanping Li,Ahmed E. Hassan:
  Automated unearthing of dangerous issue reports.ESEC/SIGSOFT FSE2022:834-846
• 
  [c135]
  Chao Liu,Xuanlin Bao,Xin Xia,Meng Yan,David Lo,Ting Zhang:
  CodeMatcher: a tool for large-scale code search based on query semantics matching.ESEC/SIGSOFT FSE2022:1642-1646
• 
  [c134]
  Menghan Wu,Yang Zhang,Jiakun Liu,Shangwen Wang,Zhang Zhang,Xin Xia,Xinjun Mao:
  On the Way to Microservices: Exploring Problems and Solutions from Online Q&A Community.SANER2022:432-443
• 
  [c133]
  Shichao Wang,Yun Zhang,Liagfeng Bao,Xin Xia,Minghui Wu:
  VCMatch: A Ranking-based Approach for Automatic Security Patches Localization for OSS Vulnerabilities.SANER2022:589-600
• 
  [c132]
  Dezhen Kong,Qiuyuan Chen,Lingfeng Bao,Chenxing Sun,Xin Xia,Shanping Li:
  Recommending Code Reviewers for Proprietary Software Projects: A Large Scale Study.SANER2022:630-640
• 
  [i56]
  Filipe Roseiro Côgo,Xin Xia,Ahmed E. Hassan:
  Assessing the alignment between the information needs of developers and the documentation of programming languages: A case study on Rust.CoRRabs/2202.04431 (2022)
• 
  [i55]
  Chao Ni,Kaiwen Yang,Xin Xia,David Lo,Xiang Chen,Xiaohu Yang:
  Defect Identification, Categorization, and Repair: Better Together.CoRRabs/2204.04856 (2022)
• 
  [i54]
  Qing Huang,Zhiqiang Yuan,Zhenchang Xing,Zhengkang Zuo,Changjing Wang,Xin Xia:
  1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application.CoRRabs/2207.05560 (2022)
• 
  [i53]
  Lin Shi,Fangwen Mu,Xiao Chen,Song Wang,Junjie Wang,Ye Yang,Ge Li,Xin Xia,Qing Wang:
  Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization.CoRRabs/2207.05579 (2022)
• 
  [i52]
  Zejun Zhang,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu:
  Making Python Code Idiomatic by Automatic Refactoring Non-Idiomatic Python Code with Pythonic Idioms.CoRRabs/2207.05613 (2022)
• 
  [i51]
  Yujia Chen,Xiaoxue Ren,Cuiyun Gao,Yun Peng,Xin Xia,Michael R. Lyu:
  API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning.CoRRabs/2208.01971 (2022)
• 
  [i50]
  Haoye Tian,Xunzhu Tang,Andrew Habib,Shangwen Wang,Kui Liu,Xin Xia,Jacques Klein,Tegawendé F. Bissyandé:
  Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness.CoRRabs/2208.04125 (2022)
• 
  [i49]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Xindong Zhang,Zhenchang Xing:
  I Know What You Are Searching For: Code Snippet Recommendation from Stack Overflow Posts.CoRRabs/2210.15845 (2022)
• 
  [i48]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy:
  Technical Q&A Site Answer Recommendation via Question Boosting.CoRRabs/2210.15846 (2022)
• 
  [i47]
  Jia Li,Zhuo Li,Huangzhao Zhang,Ge Li,Zhi Jin,Xing Hu,Xin Xia:
  Poison Attack and Defense on Deep Source Code Processing Models.CoRRabs/2210.17029 (2022)
• 2021
• 
  [j76]
  Yuanrui Fan,Xin Xia,David Lo,Ahmed E. Hassan,Shanping Li:
  What makes a popular academic AI repository?Empir. Softw. Eng.26(1):2 (2021)
• 
  [j75]
  Jiakun Liu,Qiao Huang,Xin Xia,Emad Shihab,David Lo,Shanping Li:
  An exploratory study on the introduction and removal of different types of technical debt in deep learning frameworks.Empir. Softw. Eng.26(2):16 (2021)
• 
  [j74]
  Xiaowei Chen,Rabe Abdalkareem,Suhaib Mujahid,Emad Shihab,Xin Xia:
  Helping or not helping? Why and how trivial packages impact the npm ecosystem.Empir. Softw. Eng.26(2):27 (2021)
• 
  [j73]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy,Xiaohu Yang:
  Maintenance-related concerns for post-deployed Ethereum smart contract development: issues, techniques, and future challenges.Empir. Softw. Eng.26(6):117 (2021)
• 
  [j72]
  Jing Jiang,Qiudi Wu,Jin Cao,Xin Xia,Li Zhang:
  Recommending tags for pull requests in GitHub.Inf. Softw. Technol.129:106394 (2021)
• 
  [j71]
  Tingting Bi,Peng Liang,Antony Tang,Xin Xia:
  Mining Architecture Tactics and Quality Attributes knowledge in Stack Overflow.J. Syst. Softw.180:111005 (2021)
• 
  [j70]
  Ying Wei,Xiaobing Sun,Lili Bo,Sicong Cao,Xin Xia,Bin Li:
  A comprehensive study on security bug characteristics.J. Softw. Evol. Process.33(10) (2021)
• 
  [j69]
  Zhipeng Gao,Xin Xia,David Lo,John Grundy:
  Technical Q8A Site Answer Recommendation via Question Boosting.ACM Trans. Softw. Eng. Methodol.30(1):11:1-11:34 (2021)
• 
  [j68]
  Qiuyuan Chen,Xin Xia,Han Hu,David Lo,Shanping Li:
  Why My Code Summarization Model Does Not Work: Code Comment Improvement with Category Prediction.ACM Trans. Softw. Eng. Methodol.30(2):25:1-25:29 (2021)
• 
  [j67]
  Qiuyuan Chen,Chunyang Chen,Safwat Hassan,Zhengchang Xing,Xin Xia,Ahmed E. Hassan:
  How Should I Improve the UI of My App?: A Study of User Reviews of Popular Apps in the Google Play.ACM Trans. Softw. Eng. Methodol.30(3):37:1-37:38 (2021)
• 
  [j66]
  Haoye Wang,Xin Xia,David Lo,Qiang He,Xinyu Wang,John Grundy:
  Context-aware Retrieval-based Deep Commit Message Generation.ACM Trans. Softw. Eng. Methodol.30(4):56:1-56:30 (2021)
• 
  [j65]
  Lingfeng Bao,Xin Xia,David Lo,Gail C. Murphy:
  A Large Scale Study of Long-Time Contributor Prediction for GitHub Projects.IEEE Trans. Software Eng.47(6):1277-1298 (2021)
• 
  [j64]
  Zhiyuan Wan,Xin Xia,Ahmed E. Hassan:
  What Do Programmers Discuss About Blockchain? A Case Study on the Use of Balanced LDA and the Reference Architecture of a Domain to Capture Online Discussions About Blockchain Platforms Across Stack Exchange Communities.IEEE Trans. Software Eng.47(7):1331-1349 (2021)
• 
  [j63]
  Giovanni Viviani,Michalis Famelis,Xin Xia,Calahan Janik-Jones,Gail C. Murphy:
  Locating Latent Design Information in Developer Discussions: A Study on Pull Requests.IEEE Trans. Software Eng.47(7):1402-1413 (2021)
• 
  [j62]
  Yuanrui Fan,Xin Xia,Daniel Alencar da Costa,David Lo,Ahmed E. Hassan,Shanping Li:
  The Impact of Mislabeled Changes by SZZ on Just-in-Time Defect Prediction.IEEE Trans. Software Eng.47(8):1559-1586 (2021)
• 
  [j61]
  Zhiyuan Wan,Xin Xia,David Lo,Gail C. Murphy:
  How does Machine Learning Change Software Development Practices?IEEE Trans. Software Eng.47(9):1857-1871 (2021)
• 
  [j60]
  Zhongxin Liu,Xin Xia,David Lo,Zhenchang Xing,Ahmed E. Hassan,Shanping Li:
  Which Variables Should I Log?IEEE Trans. Software Eng.47(9):2012-2031 (2021)
• 
  [j59]
  Rubing Huang,Weifeng Sun,Yinyin Xu,Haibo Chen,Dave Towey,Xin Xia:
  A Survey on Adaptive Random Testing.IEEE Trans. Software Eng.47(10):2052-2083 (2021)
• 
  [j58]
  Weiqin Zou,David Lo,Pavneet Singh Kochhar,Xuan-Bach Dinh Le,Xin Xia,Yang Feng,Zhenyu Chen,Baowen Xu:
  Smart Contract Development: Challenges and Opportunities.IEEE Trans. Software Eng.47(10):2084-2106 (2021)
• 
  [j57]
  Zhipeng Gao,Lingxiao Jiang,Xin Xia,David Lo,John Grundy:
  Checking Smart Contracts With Structural Code Embedding.IEEE Trans. Software Eng.47(12):2874-2891 (2021)
• 
  [c131]
  Van Cuong Bui,Sheng Wen,Jiangshan Yu,Xin Xia,Mohammad Sayad Haghighi,Yang Xiang:
  Evaluating Upgradable Smart Contract.Blockchain2021:252-256
• 
  [c130]
  Humphrey O. Obie,Waqar Hussain,Xin Xia,John C. Grundy,Li Li,Burak Turhan,Jon Whittle,Mojtaba Shahin:
  A First Look at Human Values-Violation in App Reviews.ICSE-SEIS2021:29-38
• 
  [c129]
  Bo Yang,Zhenchang Xing,Xin Xia,Chunyang Chen,Deheng Ye,Shanping Li:
  UIS-Hunter: Detecting UI Design Smells in Android Apps.ICSE (Companion Volume)2021:89-92
• 
  [c128]
  Zhiyuan Wan,Xin Xia,David Lo,Jiachi Chen,Xiapu Luo,Xiaohu Yang:
  Smart Contract Security: A Practitioners' Perspective: The Artifact of a Paper Accepted in the 43rd IEEE/ACM International Conference on Software Engineering (ICSE 2021).ICSE (Companion Volume)2021:227-228
• 
  [c127]
  Zejun Zhang,Yanming Yang,Xin Xia,David Lo,Xiaoxue Ren,John C. Grundy:
  Unveiling the Mystery of API Evolution in Deep Learning Frameworks: A Case Study of Tensorflow 2.ICSE (SEIP)2021:238-247
• 
  [c126]
  Junxiao Han,Shuiguang Deng,David Lo,Chen Zhi,Jianwei Yin,Xin Xia:
  An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent.ICSE (SEIP)2021:298-307
• 
  [c125]
  Bo Yang,Zhenchang Xing,Xin Xia,Chunyang Chen,Deheng Ye,Shanping Li:
  Don't Do That! Hunting Down Visual Design Smells in Complex UIs against Design Guidelines.ICSE2021:761-772
• 
  [c124]
  Yuanrui Fan,Xin Xia,David Lo,Ahmed E. Hassan,Yuan Wang,Shanping Li:
  A Differential Testing Approach for Evaluating Abstract Syntax Tree Mapping Algorithms.ICSE2021:1174-1185
• 
  [c123]
  Haoye Wang,Xin Xia,David Lo,John C. Grundy,Xinyu Wang:
  Automatic Solution Summarization for Crash Bugs.ICSE2021:1286-1297
• 
  [c122]
  Zhiyuan Wan,Xin Xia,David Lo,Jiachi Chen,Xiapu Luo,Xiaohu Yang:
  Smart Contract Security: a Practitioners' Perspective.ICSE2021:1410-1422
• 
  [c121]
  Tingting Bi,Xin Xia,David Lo,Aldeida Aleti:
  A First Look at Accessibility Issues in Popular GitHub Projects.ICSME2021:390-401
• 
  [c120]
  Xing Hu,Zhipeng Gao,Xin Xia,David Lo,Xiaohu Yang:
  Automating User Notice Generation for Smart Contract Functions.ASE2021:5-17
• 
  [c119]
  Jia Li,Yongmin Li,Ge Li,Xing Hu,Xin Xia,Zhi Jin:
  EditSum: A Retrieve-and-Edit Framework for Source Code Summarization.ASE2021:155-166
• 
  [c118]
  Yanqi Su,Zhenchang Xing,Xin Peng,Xin Xia,Chong Wang,Xiwei Xu,Liming Zhu:
  Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph.ASE2021:191-202
• 
  [c117]
  Jiayuan Zhou,Michael Pacheco,Zhiyuan Wan,Xin Xia,David Lo,Yuan Wang,Ahmed E. Hassan:
  Finding A Needle in a Haystack: Automated Mining of Silent Vulnerability Fixes.ASE2021:705-716
• 
  [c116]
  Shengyi Pan,Lingfeng Bao,Xiaoxue Ren,Xin Xia,David Lo,Shanping Li:
  Automating Developer Chat Mining.ASE2021:854-866
• 
  [c115]
  Zuohui Chen,Renxuan Wang,Jingyang Xiang,Yue Yu,Xin Xia,Shouling Ji,Qi Xuan,Xiaoniu Yang:
  Detecting Adversarial Samples with Graph-Guided Testing.ASE2021:1196-1198
• 
  [c114]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Thomas Zimmermann:
  Automating the removal of obsolete TODO comments.ESEC/SIGSOFT FSE2021:218-229
• 
  [c113]
  Bo Li,Qiang He,Feifei Chen,Xin Xia,Li Li,John C. Grundy,Yun Yang:
  Embedding app-library graph for neural third party library recommendation.ESEC/SIGSOFT FSE2021:466-477
• 
  [c112]
  Jiakun Liu,Sebastian Baltes,Christoph Treude,David Lo,Yun Zhang,Xin Xia:
  Characterizing search activities on stack overflow.ESEC/SIGSOFT FSE2021:919-931
• 
  [c111]
  Xiaoxue Ren,Xinyuan Ye,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu,Jianling Sun:
  KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graph.ESEC/SIGSOFT FSE2021:1515-1519
• 
  [c110]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Yuan-Fang Li:
  Code2Que: a tool for improving question titles from mined code snippets in stack overflow.ESEC/SIGSOFT FSE2021:1525-1529
• 
  [c109]
  Bei Wang,Meng Yan,Zhongxin Liu,Ling Xu,Xin Xia,Xiaohong Zhang,Dan Yang:
  Quality Assurance for Automated Commit Message Generation.SANER2021:260-271
• 
  [c108]
  Zeyu Wang,Sheng Huang,Zhongxin Liu,Meng Yan,Xin Xia,Bei Wang,Dan Yang:
  Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network.SANER2021:458-469
• 
  [i46]
  Jiakun Liu,Qiao Huang,Xin Xia,Emad Shihab,David Lo,Shanping Li:
  An Exploratory Study on the Introduction and Removal of Different Types of Technical Debt.CoRRabs/2101.03730 (2021)
• 
  [i45]
  Zhiyuan Wan,Xin Xia,David Lo,Jiachi Chen,Xiapu Luo,Xiaohu Yang:
  Smart Contract Security: a Practitioners' Perspective.CoRRabs/2102.10963 (2021)
• 
  [i44]
  Yuanrui Fan,Xin Xia,David Lo,Ahmed E. Hassan,Yuan Wang,Shanping Li:
  A Differential Testing Approach for Evaluating Abstract Syntax Tree Mapping Algorithms.CoRRabs/2103.00141 (2021)
• 
  [i43]
  Junxiao Han,Shuiguang Deng,David Lo,Chen Zhi,Jianwei Yin,Xin Xia:
  An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and Tencent.CoRRabs/2103.01590 (2021)
• 
  [i42]
  Jieshan Chen,Chunyang Chen,Zhenchang Xing,Xin Xia,Liming Zhu,John C. Grundy,Jinshui Wang:
  Wireframe-Based UI Design Search Through Image Autoencoder.CoRRabs/2103.07085 (2021)
• 
  [i41]
  Tingting Bi,Xin Xia,David Lo,John C. Grundy,Thomas Zimmermann,Denae Ford:
  Accessibility in Software Practice: A Practitioner's Perspective.CoRRabs/2103.08778 (2021)
• 
  [i40]
  Lingfeng Bao,Zhenchang Xing,Xin Xia,David Lo,Minghui Wu,Xiaohu Yang:
  psc2code: Denoising Code Extraction from Programming Screencasts.CoRRabs/2103.11610 (2021)
• 
  [i39]
  Chen Zeng,Yue Yu,Shanshan Li,Xin Xia,Zhiming Wang,Mingyang Geng,Bailin Xiao,Wei Dong,Xiangke Liao:
  deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search.CoRRabs/2103.13020 (2021)
• 
  [i38]
  Wenhan Wang,Ge Li,Sijie Shen,Xin Xia,Zhi Jin:
  Modular Tree Network for Source Code Representation Learning.CoRRabs/2104.00196 (2021)
• 
  [i37]
  Zeyu Wang,Sheng Huang,Zhongxin Liu,Meng Yan,Xin Xia,Bei Wang,Dan Yang:
  Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network.CoRRabs/2104.01032 (2021)
• 
  [i36]
  Jiakun Liu,Haoxiang Zhang,Xin Xia,David Lo,Ying Zou,Ahmed E. Hassan,Shanping Li:
  An Exploratory Study on the Repeatedly Shared External Links on Stack Overflow.CoRRabs/2104.03518 (2021)
• 
  [i35]
  Shuzheng Gao,Cuiyun Gao,Yulan He,Jichuan Zeng,Lunyiu Nie,Xin Xia:
  Code Structure Guided Transformer for Source Code Summarization.CoRRabs/2104.09340 (2021)
• 
  [i34]
  Tingting Bi,Peng Liang,Antony Tang,Xin Xia:
  Mining Architecture Tactics and Quality Attributes Knowledge in Stack Overflow.CoRRabs/2105.07940 (2021)
• 
  [i33]
  Zuohui Chen,Renxuan Wang,Jingyang Xiang,Yue Yu,Xin Xia,Shouling Ji,Qi Xuan,Xiaoniu Yang:
  GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network.CoRRabs/2107.07043 (2021)
• 
  [i32]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Thomas Zimmermann:
  Automating the Removal of Obsolete TODO Comments.CoRRabs/2108.05846 (2021)
• 
  [i31]
  Mojtaba Shahin,Chris Gonsalvez,Jon Whittle,Chunyang Chen,Li Li,Xin Xia:
  How Secondary School Girls Perceive Computational Thinking Practices through Collaborative Programming with the Micro: bit.CoRRabs/2110.00812 (2021)
• 2020
• 
  [j56]
  Li Li,Jun Gao,Tegawendé F. Bissyandé,Lei Ma,Xin Xia,Jacques Klein:
  CDA: Characterising Deprecated Android APIs.Empir. Softw. Eng.25(3):2058-2098 (2020)
• 
  [j55]
  Xing Hu,Ge Li,Xin Xia,David Lo,Zhi Jin:
  Deep code comment generation with hybrid lexical and syntactical information.Empir. Softw. Eng.25(3):2179-2217 (2020)
• 
  [j54]
  Junxiao Han,Emad Shihab,Zhiyuan Wan,Shuiguang Deng,Xin Xia:
  What do Programmers Discuss about Deep Learning Frameworks.Empir. Softw. Eng.25(4):2694-2747 (2020)
• 
  [j53]
  Jieshan Chen,Chunyang Chen,Zhenchang Xing,Xin Xia,Liming Zhu,John C. Grundy,Jinshui Wang:
  Wireframe-based UI Design Search through Image Autoencoder.ACM Trans. Softw. Eng. Methodol.29(3):19:1-19:31 (2020)
• 
  [j52]
  Lingfeng Bao,Zhenchang Xing,Xin Xia,David Lo,Minghui Wu,Xiaohu Yang:
  psc2code: Denoising Code Extraction from Programming Screencasts.ACM Trans. Softw. Eng. Methodol.29(3):21:1-21:38 (2020)
• 
  [j51]
  Zhipeng Gao,Xin Xia,John Grundy,David Lo,Yuan-Fang Li:
  Generating Question Titles for Stack Overflow from Mined Code Snippets.ACM Trans. Softw. Eng. Methodol.29(4):26:1-26:37 (2020)
• 
  [j50]
  Wenhan Wang,Ge Li,Sijie Shen,Xin Xia,Zhi Jin:
  Modular Tree Network for Source Code Representation Learning.ACM Trans. Softw. Eng. Methodol.29(4):31:1-31:23 (2020)
• 
  [j49]
  Yuanrui Fan,Xin Xia,David Lo,Ahmed E. Hassan:
  Chaff from the Wheat: Characterizing and Determining Valid Bug Reports.IEEE Trans. Software Eng.46(5):495-525 (2020)
• 
  [j48]
  Weiqin Zou,David Lo,Zhenyu Chen,Xin Xia,Yang Feng,Baowen Xu:
  How Practitioners Perceive Automated Bug Report Management Techniques.IEEE Trans. Software Eng.46(8):836-862 (2020)
• 
  [j47]
  Qiao Huang,Xin Xia,David Lo,Gail C. Murphy:
  Automating Intention Mining.IEEE Trans. Software Eng.46(10):1098-1119 (2020)
• 
  [j46]
  Zhiyuan Wan,Xin Xia,Ahmed E. Hassan,David Lo,Jianwei Yin,Xiaohu Yang:
  Perceptions, Expectations, and Challenges in Defect Prediction.IEEE Trans. Software Eng.46(11):1241-1266 (2020)
• 
  [c107]
  Tingmin Wu,Rongjunchen Zhang,Wanlun Ma,Sheng Wen,Xin Xia,Cécile Paris,Surya Nepal,Yang Xiang:
  What risk? I don't understand. An Empirical Study on Users' Understanding of the Terms Used in Security Texts.AsiaCCS2020:248-262
• 
  [c106]
  Jiakun Liu,Qiao Huang,Xin Xia,Emad Shihab,David Lo,Shanping Li:
  Is using deep learning frameworks free?: characterizing technical debt in deep learning frameworks.ICSE-SEIS2020:1-10
• 
  [c105]
  Xiaoxue Ren,Jiamou Sun,Zhenchang Xing,Xin Xia,Jianling Sun:
  Demystify official API usage directives with crowdsourced API misuse scenarios, erroneous code examples and patches.ICSE2020:925-936
• 
  [c104]
  Junxiao Han,Shuiguang Deng,David Lo,Chen Zhi,Jianwei Yin,Xin Xia:
  An Empirical Study of the Dependency Networks of Deep Learning Libraries.ICSME2020:868-878
• 
  [c103]
  Fang Liu,Ge Li,Bolin Wei,Xin Xia,Zhiyi Fu,Zhi Jin:
  A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning.ICPC2020:37-47
• 
  [c102]
  Jianjun He,Ling Xu,Meng Yan,Xin Xia,Yan Lei:
  Duplicate Bug Report Detection Using Dual-Channel Convolutional Neural Networks.ICPC2020:117-127
• 
  [c101]
  Jianhang Shuai,Ling Xu,Chao Liu,Meng Yan,Xin Xia,Yan Lei:
  Improving Code Search with Co-Attentive Representation Learning.ICPC2020:196-207
• 
  [c100]
  Bolin Wei,Yongmin Li,Ge Li,Xin Xia,Zhi Jin:
  Retrieve and Refine: Exemplar-based Neural Comment Generation.ASE2020:349-360
• 
  [c99]
  Xiaoxue Ren,Xinyuan Ye,Zhenchang Xing,Xin Xia,Xiwei Xu,Liming Zhu,Jianling Sun:
  API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph.ASE2020:461-472
• 
  [c98]
  Zhongxin Liu,Xin Xia,Meng Yan,Shanping Li:
  Automating Just-In-Time Comment Updating.ASE2020:585-597
• 
  [c97]
  Zhiyuan Wan,Gail C. Murphy,Xin Xia:
  Predicting Code Context Models for Software Development Tasks.ASE2020:809-820
• 
  [c96]
  Meng Yan,Xin Xia,Yuanrui Fan,David Lo,Ahmed E. Hassan,Xindong Zhang:
  Effort-aware just-in-time defect identification in practice: a case study at Alibaba.ESEC/SIGSOFT FSE2020:1308-1319
• 
  [c95]
  Boao Li,Meng Yan,Xin Xia,Xing Hu,Ge Li,David Lo:
  DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information.ESEC/SIGSOFT FSE2020:1571-1575
• 
  [c94]
  Lingfeng Bao,Shengyi Pan,Zhenchang Xing,Xin Xia,David Lo,Xiaohu Yang:
  Enhancing developer interactions with programming screencasts through accurate code extraction.ESEC/SIGSOFT FSE2020:1581-1585
• 
  [c93]
  Fangcheng Qiu,Meng Yan,Xin Xia,Xinyu Wang,Yuanrui Fan,Ahmed E. Hassan,David Lo:
  JITO: a tool for just-in-time defect identification and localization.ESEC/SIGSOFT FSE2020:1586-1590
• 
  [c92]
  Wenhan Wang,Ge Li,Bo Ma,Xin Xia,Zhi Jin:
  Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree.SANER2020:261-271
• 
  [i30]
  Zhipeng Gao,Lingxiao Jiang,Xin Xia,David Lo,John C. Grundy:
  Checking Smart Contracts with Structural Code Embedding.CoRRabs/2001.07125 (2020)
• 
  [i29]
  Cuiyun Gao,Jichuan Zeng,Xin Xia,David Lo,Michael R. Lyu,Irwin King:
  Automating App Review Response Generation.CoRRabs/2002.03552 (2020)
• 
  [i28]
  Wenhan Wang,Ge Li,Bo Ma,Xin Xia,Zhi Jin:
  Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree.CoRRabs/2002.08653 (2020)
• 
  [i27]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy:
  Why Do Smart Contracts Self-Destruct? Investigating the Selfdestruct Function on Ethereum.CoRRabs/2005.07908 (2020)
• 
  [i26]
  Zhipeng Gao,Xin Xia,John C. Grundy,David Lo,Yuan-Fang Li:
  Generating Question Titles for Stack Overflow from Mined Code Snippets.CoRRabs/2005.10157 (2020)
• 
  [i25]
  Lingfeng Bao,Tao Li,Xin Xia,Kaiyu Zhu,Hui Li,Xiaohu Yang:
  How does Working from Home Affect Developer Productivity? - A Case Study of Baidu During COVID-19 Pandemic.CoRRabs/2005.13167 (2020)
• 
  [i24]
  Chao Liu,Xin Xia,David Lo,Zhiwei Liu,Ahmed E. Hassan,Shanping Li:
  Simplifying Deep-Learning-Based Model for Code Search.CoRRabs/2005.14373 (2020)
• 
  [i23]
  Chao Liu,Cuiyun Gao,Xin Xia,David Lo,John C. Grundy,Xiaohu Yang:
  On the Replicability and Reproducibility of Deep Learning in Software Engineering.CoRRabs/2006.14244 (2020)
• 
  [i22]
  Tingmin Wu,Wanlun Ma,Sheng Wen,Xin Xia,Cécile Paris,Surya Nepal,Yang Xiang:
  Analysis of Trending Topics and Text-based Channels of Information Delivery in Cybersecurity.CoRRabs/2006.14765 (2020)
• 
  [i21]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy,Xiaohu Yang:
  Maintaining Smart Contracts on Ethereum: Issues, Techniques, and Future Challenges.CoRRabs/2007.00286 (2020)
• 
  [i20]
  Rubing Huang,Weifeng Sun,Yinyin Xu,Haibo Chen,Dave Towey,Xin Xia:
  A Survey on Adaptive Random Testing.CoRRabs/2007.03885 (2020)
• 
  [i19]
  Zhipeng Gao,Xin Xia,David Lo,John C. Grundy,Yuan-Fang Li:
  Code2Que: A Tool for Improving Question Titles from Mined Code Snippets in Stack Overflow.CoRRabs/2007.10851 (2020)
• 
  [i18]
  Yanming Yang,Xin Xia,David Lo,Tingting Bi,John C. Grundy,Xiaohu Yang:
  Predictive Models in Software Engineering: Challenges and Opportunities.CoRRabs/2008.03656 (2020)
• 
  [i17]
  Cuiyun Gao,Jichuan Zeng,Zhiyuan Wen,David Lo,Xin Xia,Irwin King,Michael R. Lyu:
  Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.CoRRabs/2008.09976 (2020)
• 
  [i16]
  Cuiyun Gao,Jichuan Zeng,David Lo,Xin Xia,Irwin King,Michael R. Lyu:
  An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis.CoRRabs/2008.12112 (2020)
• 
  [i15]
  Jiachi Chen,Xin Xia,David Lo,John C. Grundy,Xiapu Luo,Ting Chen:
  DEFECTCHECKER: Automated Smart Contract Defect Detection by Analyzing EVM Bytecode.CoRRabs/2009.02663 (2020)
• 
  [i14]
  Yuanrui Fan,Xin Xia,David Lo,Ahmed E. Hassan,Shanping Li:
  What Makes a Popular Academic AI Repository?CoRRabs/2010.02472 (2020)
• 
  [i13]
  Bolin Wei,Yongmin Li,Ge Li,Xin Xia,Zhi Jin:
  Retrieve and Refine: Exemplar-based Neural Comment Generation.CoRRabs/2010.04459 (2020)
• 
  [i12]
  Jiakun Liu,Xin Xia,David Lo,Haoxiang Zhang,Ying Zou,Ahmed E. Hassan,Shanping Li:
  Broken External Links on Stack Overflow.CoRRabs/2010.04892 (2020)
• 
  [i11]
  Cuiyun Gao,Wenjie Zhou,Xin Xia,David Lo,Qi Xie,Michael R. Lyu:
  Automating App Review Response Generation Based on Contextual Knowledge.CoRRabs/2010.06301 (2020)
• 
  [i10]
  Chao Liu,Xin Xia,David Lo,Cuiyun Gao,Xiaohu Yang,John C. Grundy:
  Opportunities and Challenges in Code Search Tools.CoRRabs/2011.02297 (2020)
• 
  [i9]
  Yanming Yang,Xin Xia,David Lo,John C. Grundy:
  A Survey on Deep Learning for Software Engineering.CoRRabs/2011.14597 (2020)
• 
  [i8]
  Humphrey O. Obie,Waqar Hussain,Xin Xia,John C. Grundy,Li Li,Burak Turhan,Jon Whittle,Mojtaba Shahin:
  A First Look at Human Values-Violation in App Reviews.CoRRabs/2012.10095 (2020)