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Viewing Publication 1 - 100 from 182

2024

Understanding Newcomers' Onboarding Process in Deep Learning ProjectsJunxiao Han, Jiahao Zhang, David Lo 0001, Xin Xia 0001, ShuiGuang Deng, Minghui Wu 0001. TSE, 50(3):443-460, March 2024. [doi]

Poison Attack and Poison Detection on Deep Source Code Processing ModelsJia Li, Zhuo Li, Huangzhao Zhang, Ge Li 0001, Zhi Jin, Xing Hu 0008, Xin Xia 0001. TOSEM, 33(3), March 2024. [doi]

Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection MethodsJiamou Sun, Zhenchang Xing, Xin Xia 0001, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. TOSEM, 33(2), February 2024. [doi]

The Lost World: Characterizing and Detecting Undiscovered Test SmellsYanming Yang, Xing Hu 0008, Xin Xia 0001, Xiaohu Yang 0001. TOSEM, 33(3), March 2024. [doi]

TopicAns: Topic-informed Architecture for Answer Recommendation on Technical Q&A SiteYuanhang Yang, Wei He, Cuiyun Gao, Zenglin Xu, Xin Xia 0001, Chuanyi Liu. TOSEM, 33(1), January 2024. [doi]

Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect PredictionYanming Yang, Xing Hu 0008, Zhipeng Gao, Jinfu Chen 0002, Chao Ni 0001, Xin Xia 0001, David Lo 0001. TSE, 50(2):296-321, February 2024. [doi]

2023

Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and ExplanationChao Ni 0001, Xin Yin, Kaiwen Yang, Dehai Zhao, Zhenchang Xing, Xin Xia 0001. FSE 2023: 1611-1622 [doi]

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 SurveyNeng Zhang 0001, Ying Zou 0001, Xin Xia 0001, Qiao Huang, David Lo 0001, Shanping Li. TSE, 49(2):498-528, February 2023. [doi]

Context-Aware Neural Fault LocalizationZhuo Zhang 0007, Yan Lei, Xiaoguang Mao, Meng Yan 0001, Xin Xia 0001, David Lo 0001. TSE, 49(7):3939-3954, July 2023. [doi]

Identify and Update Test Cases When Production Code Changes: A Transformer-Based ApproachXing Hu 0008, Zhuang Liu, Xin Xia 0001, Zhongxin Liu, Tongtong Xu, Xiaohu Yang 0001. ASE 2023: 1111-1122 [doi]

API Usage Recommendation Via Multi-View Heterogeneous Graph Representation LearningYujia Chen, Cuiyun Gao, Xiaoxue Ren, Yun Peng, Xin Xia 0001, Michael R. Lyu. TSE, 49(5):3289-3304, 2023. [doi]

Assessing the Alignment between the Information Needs of Developers and the Documentation of Programming Languages: A Case Study on RustFilipe Roseiro Côgo, Xin Xia 0001, Ahmed E. Hassan. TOSEM, 32(2), April 2023. [doi]

RepresentThemAll: A Universal Learning Representation of Bug ReportsSen Fang, Tao Zhang 0001, Youshuai Tan, He Jiang 0001, Xin Xia 0001, Xiaobing Sun 0001. ICSE 2023: 602-614 [doi]

An empirical study of the impact of log parsers on the performance of log-based anomaly detectionYing Fu, Meng Yan, Zhou Xu 0003, Xin Xia 0001, Xiaohong Zhang 0002, Dan Yang 0001. ese, 28(1):6, 2023. [doi]

Code Structure-Guided Transformer for Source Code SummarizationShuzheng Gao, Cuiyun Gao, Yulan He 0001, Jichuan Zeng, Lunyiu Nie, Xin Xia 0001, Michael R. Lyu. TOSEM, 32(1), January 2023. [doi]

I Know What You Are Searching for: Code Snippet Recommendation from Stack Overflow PostsZhipeng Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Xindong Zhang, Zhenchang Xing. TOSEM, 32(3), May 2023. [doi]

1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent ApplicationQing Huang, Zhiqiang Yuan, Zhenchang Xing, Zhengkang Zuo, Changjing Wang, Xin Xia 0001. tsc, 16(3):1540-1554, May - June 2023. [doi]

Semantic-Enriched Code Knowledge Graph to Reveal Unknowns in Smart Contract Code ReuseQing Huang, Dianshu Liao, Zhenchang Xing, Zhengkang Zuo, Changjing Wang, Xin Xia 0001. TOSEM, 32(6), November 2023. [doi]

Predictive Comment Updating With Heuristics and AST-Path-Based Neural Learning: A Two-Phase ApproachBo Lin, Shangwen Wang, Zhongxin Liu, Xin Xia 0001, Xiaoguang Mao. TSE, 49(4):1640-1660, April 2023. [doi]

CCT5: A Code-Change-Oriented Pre-trained ModelBo Lin, Shangwen Wang, Zhongxin Liu, Yepang Liu 0001, Xin Xia 0001, Xiaoguang Mao. FSE 2023: 1509-1521 [doi]

CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query BackZhongxin Liu, Zhijie Tang, Xin Xia 0001, Xiaohu Yang 0001. ICSE 2023: 17-29 [doi]

Towards More Realistic Evaluation for Neural Test Oracle GenerationZhongxin Liu, Kui Liu 0001, Xin Xia 0001, Xiaohu Yang 0001. ISSTA 2023: 589-600 [doi]

Just-In-Time Obsolete Comment Detection and UpdateZhongxin Liu, Xin Xia 0001, David Lo 0001, Meng Yan, Shanping Li. TSE, 49(1):1-23, 2023. [doi]

Multi-Granularity Detector for Vulnerability FixesTruong-Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao, Bowen Xu, Jiayuan Zhou, Xin Xia 0001, Ahmed E. Hassan, Xuan-Bach Dinh Le, David Lo 0001. TSE, 49(8):4035-4057, August 2023. [doi]

Fine-grained Commit-level Vulnerability Type Prediction by CWE Tree StructureShengyi Pan, Lingfeng Bao, Xin Xia 0001, David Lo 0001, Shanping Li. ICSE 2023: 957-969 [doi]

Revisiting the Identification of the Co-evolution of Production and Test CodeWeifeng Sun, Meng Yan 0001, Zhongxin Liu, Xin Xia 0001, Yan Lei, David Lo 0001. TOSEM, 32(6), November 2023. [doi]

Neural SZZ AlgorithmLingxiao Tang, Lingfeng Bao, Xin Xia 0001, Zhongdong Huang. ASE 2023: 1024-1035 [doi]

How Does Visualisation Help App Practitioners Analyse Android Apps?Lihong Tang, Tingmin Wu, Xiao Chen 0002, Sheng Wen, Li Li 0029, Xin Xia 0001, Marthie Grobler, Yang Xiang 0001. tdsc, 20(3):2238-2255, May - June 2023. [doi]

Software Architecture in Practice: Challenges and OpportunitiesZhiyuan Wan, Yun Zhang, Xin Xia 0001, Yi Jiang, David Lo 0001. FSE 2023: 1457-1469 [doi]

C³: Code Clone-Based Identification of Duplicated ComponentsYanming Yang, Ying Zou, Xing Hu, David Lo 0001, Chao Ni 0001, John C. Grundy, Xin Xia 0001. FSE 2023: 1832-1843 [doi]

deGraphCS: Embedding Variable-based Flow Graph for Neural Code SearchChen Zeng, Yue Yu 0001, Shanshan Li 0001, Xin Xia 0001, Zhiming Wang, Mingyang Geng, Linxiao Bai, Wei Dong 0006, Xiangke Liao. TOSEM, 32(2), April 2023. [doi]

Vulnerability Detection by Learning From Syntax-Based Execution Paths of CodeJunwei Zhang, Zhongxin Liu, Xing Hu 0008, Xin Xia 0001, Shanping Li. TSE, 49(8):4196-4212, August 2023. [doi]

Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical EvidenceZejun Zhang, Zhenchang Xing, Xin Xia 0001, Xiwei Xu 0001, Liming Zhu 0001, Qinghua Lu 0001. ICSE 2023: 1495-1507 [doi]

SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video AnalyticsDehai Zhao, Zhenchang Xing, Xin Xia 0001, Deheng Ye, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2023: 1946-1957 [doi]

CoLeFunDa: Explainable Silent Vulnerability Fix IdentificationJiayuan Zhou, Michael Pacheco, Jinfu Chen 0002, Xing Hu 0008, Xin Xia 0001, David Lo 0001, Ahmed E. Hassan. ICSE 2023: 2565-2577 [doi]

2022

Diversified Third-Party Library Prediction for Mobile App DevelopmentQiang He 0001, Bo Li, Feifei Chen, John C. Grundy, Xin Xia 0001, Yun Yang 0001. TSE, 48(2):150-165, 2022. [doi]

Improving Fault Localization Using Model-domain Synthesized Failing Test GenerationZhuo Zhang 0007, Yan Lei, Xiaoguang Mao, Meng Yan, Xin Xia 0001. ICSM 2022: 199-210 [doi]

Correlating Automated and Human Evaluation of Code Documentation Generation QualityXing Hu 0008, Qiuyuan Chen, Haoye Wang, Xin Xia 0001, David Lo 0001, Thomas Zimmermann 0001. TOSEM, 31(4), 2022. [doi]

Opportunities and Challenges in Code Search ToolsChao Liu 0014, Xin Xia 0001, David Lo 0001, Cuiyun Gao, Xiaohu Yang, John C. Grundy. ACM Comput. Surv., 54(9), 2022. [doi]

CodeMatcher: Searching Code Based on Sequential Semantics of Important Query WordsChao Liu 0014, Xin Xia 0001, David Lo 0001, Zhiwei Liu, Ahmed E. Hassan, Shanping Li. TOSEM, 31(1), 2022. [doi]

On the Reproducibility and Replicability of Deep Learning in Software EngineeringChao Liu 0014, Cuiyun Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Xiaohu Yang. TOSEM, 31(1), 2022. [doi]

V-SZZ: Automatic Identification of Version Ranges Affected by CVE VulnerabilitiesLingfeng Bao, Xin Xia 0001, Ahmed E. Hassan, Xiaohu Yang. ICSE 2022: 2352-2364 [doi]

How does working from home affect developer productivity? - A case study of Baidu during the COVID-19 pandemicLingfeng Bao, Tao Li, Xin Xia 0001, Kaiyu Zhu, Hui Li, Xiaohu Yang. chinaf, 65(4), 2022. [doi]

Accessibility in Software Practice: A Practitioner's PerspectiveTingting Bi, Xin Xia 0001, David Lo 0001, John C. Grundy, Thomas Zimmermann 0001, Denae Ford. TOSEM, 31(4), 2022. [doi]

An Empirical Study of Release Note Production and Usage in PracticeTingting Bi, Xin Xia 0001, David Lo 0001, John C. Grundy, Thomas Zimmermann 0001. TSE, 48(6):1834-1852, 2022. [doi]

Code Reviewer Recommendation in Tencent: Practice, Challenge, and DirectionQiuyuan Chen, Dezhen Kong, Lingfeng Bao, Chenxing Sun, Xin Xia 0001, Shanping Li. ICSE 2022: 115-124 [doi]

Defining Smart Contract Defects on EthereumJiachi Chen, Xin Xia 0001, David Lo 0001, John C. Grundy, Xiapu Luo, Ting Chen 0002. TSE, 48(2):327-345, 2022. [doi]

DefectChecker: Automated Smart Contract Defect Detection by Analyzing EVM BytecodeJiachi Chen, Xin Xia 0001, David Lo 0001, John Grundy 0001, Xiapu Luo, Ting Chen 0002. TSE, 48(7):2189-2207, 2022. [doi]

Why Do Smart Contracts Self-Destruct? Investigating the Selfdestruct Function on EthereumJiachi Chen, Xin Xia 0001, David Lo 0001, John C. Grundy. TOSEM, 31(2), 2022. [doi]

Emerging App Issue Identification via Online Joint Sentiment-Topic TracingCuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo 0001, Xin Xia 0001, Irwin King, Michael R. Lyu. TSE, 48(8):3025-3043, 2022. [doi]

Understanding in-app advertising issues based on large scale app review analysisCuiyun Gao, Jichuan Zeng, David Lo 0001, Xin Xia 0001, Irwin King, Michael R. Lyu. INFSOF, 142:106741, 2022. [doi]

Automating App Review Response Generation Based on Contextual KnowledgeCuiyun Gao, Wenjie Zhou, Xin Xia 0001, David Lo 0001, Qi Xie, Michael R. Lyu. TOSEM, 31(1), 2022. [doi]

Recommending Code Reviewers for Proprietary Software Projects: A Large Scale StudyDezhen Kong, Qiuyuan Chen, Lingfeng Bao, Chenxing Sun, Xin Xia 0001, Shanping Li. WCRE 2022: 630-640 [doi]

A unified multi-task learning model for AST-level and token-level code completionFang Liu, Ge Li 0001, Bolin Wei, Xin Xia 0001, Zhiyi Fu, Zhi Jin. ese, 27(4):91, 2022. [doi]

CodeMatcher: a tool for large-scale code search based on query semantics matchingChao Liu, Xuanlin Bao, Xin Xia 0001, Meng Yan, David Lo 0001, Ting Zhang. FSE 2022: 1642-1646 [doi]

An exploratory study on the repeatedly shared external links on Stack OverflowJiakun Liu, Haoxiang Zhang, Xin Xia 0001, David Lo 0001, Ying Zou 0001, Ahmed E. Hassan, Shanping Li. ese, 27(1):19, 2022. [doi]

Broken External Links on Stack OverflowJiakun Liu, Xin Xia 0001, David Lo 0001, Haoxiang Zhang, Ying Zou 0001, Ahmed E. Hassan, Shanping Li. TSE, 48(9):3242-3267, 2022. [doi]

The best of both worlds: integrating semantic features with expert features for defect prediction and localizationChao Ni, Wei Wang 0087, Kaiwen Yang, Xin Xia 0001, Kui Liu, David Lo 0001. FSE 2022: 672-683 [doi]

Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect PredictionChao Ni, Xin Xia 0001, David Lo 0001, Xiang Chen 0005, Qing Gu. TSE, 48(3):786-802, 2022. [doi]

Just-In-Time Defect Prediction on JavaScript Projects: A Replication StudyChao Ni, Xin Xia 0001, David Lo 0001, Xiaohu Yang, Ahmed E. Hassan. TOSEM, 31(4), 2022. [doi]

Automated unearthing of dangerous issue reportsShengyi Pan, Jiayuan Zhou, Filipe Roseiro Côgo, Xin Xia 0001, Lingfeng Bao, Xing Hu, Shanping Li, Ahmed E. Hassan. FSE 2022: 834-846 [doi]

Deep Just-In-Time Defect LocalizationFangcheng Qiu, Zhipeng Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Xinyu Wang 0001. TSE, 48(12):5068-5086, 2022. [doi]

How secondary school girls perceive Computational Thinking practices through collaborative programming with the micro: bitMojtaba Shahin, Christabel Gonsalvez, Jon Whittle, Chunyang Chen, Li Li 0029, Xin Xia 0001. jss, 183:111107, 2022. [doi]

How to better utilize code graphs in semantic code search?Yucen Shi, Ying Yin, Zhengkui Wang, David Lo 0001, Tao Zhang, Xin Xia 0001, Yuhai Zhao, Bowen Xu. FSE 2022: 722-733 [doi]

Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera TestingYanqi Su, Zheming Han, Zhenchang Xing, Xin Xia 0001, Xiwei Xu, Liming Zhu 0001, Qinghua Lu 0001. ASE 2022: [doi]

What motivates software practitioners to contribute to inner source?Zhiyuan Wan, Xin Xia 0001, Yun Zhang, David Lo 0001, Daibing Zhou, Qiuyuan Chen, Ahmed E. Hassan. FSE 2022: 132-144 [doi]

VCMatch: A Ranking-based Approach for Automatic Security Patches Localization for OSS VulnerabilitiesShichao Wang, Yun Zhang 0011, Liagfeng Bao, Xin Xia 0001, Minghui Wu. WCRE 2022: 589-600 [doi]

Analysis of Trending Topics and Text-based Channels of Information Delivery in CybersecurityTingmin Wu, Wanlun Ma, Sheng Wen, Xin Xia 0001, Cécile Paris, Surya Nepal, Yang Xiang 0001. ACM Trans. Internet Techn., 22(2), 2022. [doi]

Data Quality Matters: A Case Study on Data Label Correctness for Security Bug Report PredictionXiaoxue Wu, Wei Zheng 0006, Xin Xia 0001, David Lo 0001. TSE, 48(7):2541-2556, 2022. [doi]

A Universal Data Augmentation Approach for Fault LocalizationHuan Xie, Yan Lei, Meng Yan, Yue Yu 0001, Xin Xia 0001, Xiaoguang Mao. ICSE 2022: 48-60 [doi]

Post2Vec: Learning Distributed Representations of Stack Overflow PostsBowen Xu, Thong Hoang, Abhishek Sharma 0002, Chengran Yang, Xin Xia 0001, David Lo 0001. TSE, 48(9):3423-3441, 2022. [doi]

Just-In-Time Defect Identification and Localization: A Two-Phase FrameworkMeng Yan, Xin Xia 0001, Yuanrui Fan, Ahmed E. Hassan, David Lo 0001, Shanping Li. TSE, 48(2):82-101, 2022. [doi]

A Survey on Deep Learning for Software EngineeringYanming Yang, Xin Xia 0001, David Lo 0001, John C. Grundy. ACM Comput. Surv., 54(10s), January 2022. [doi]

Predictive Models in Software Engineering: Challenges and OpportunitiesYanming Yang, Xin Xia 0001, David Lo 0001, Tingting Bi, John C. Grundy, Xiaohu Yang. TOSEM, 31(3), 2022. [doi]

Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idiomsZejun Zhang, Zhenchang Xing, Xin Xia 0001, Xiwei Xu, Liming Zhu 0001. FSE 2022: 696-708 [doi]

ShellFusion: Answer Generation for Shell Programming Tasks via Knowledge FusionNeng Zhang, Chao Liu, Xin Xia 0001, Christoph Treude, Ying Zou 0001, David Lo 0001, Zibin Zheng. ICSE 2022: 1970-1981 [doi]

Chatbot4QR: Interactive Query Refinement for Technical Question RetrievalNeng Zhang, Qiao Huang, Xin Xia 0001, Ying Zou 0001, David Lo 0001, Zhenchang Xing. TSE, 48(4):1185-1211, 2022. [doi]

2021

Mining Architecture Tactics and Quality Attributes knowledge in Stack OverflowTingting Bi, Peng Liang 0001, Antony Tang, Xin Xia 0001. jss, 180:111005, 2021. [doi]

A First Look at Accessibility Issues in Popular GitHub ProjectsTingting Bi, Xin Xia 0001, David Lo 0001, Aldeida Aleti. ICSM 2021: 390-401 [doi]

Evaluating Upgradable Smart ContractVan Cuong Bui, Sheng Wen, Jiangshan Yu, Xin Xia 0001, Mohammad Sayad Haghighi, Yang Xiang 0001. blockchain2 2021: 252-256 [doi]

Helping or not helping? Why and how trivial packages impact the npm ecosystemXiaowei Chen, Rabe Abdalkareem, Suhaib Mujahid, Emad Shihab, Xin Xia 0001. ese, 26(2):27, 2021. [doi]

How Should I Improve the UI of My App?: A Study of User Reviews of Popular Apps in the Google PlayQiuyuan Chen, Chunyang Chen, Safwat Hassan, Zhengchang Xing, Xin Xia 0001, Ahmed E. Hassan. TOSEM, 30(3), 2021. [doi]

Code2Que: a tool for improving question titles from mined code snippets in stack overflowZhipeng Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Yuan-Fang Li. FSE 2021: 1525-1529 [doi]

An Empirical Study of the Landscape of Open Source Projects in Baidu, Alibaba, and TencentJunxiao Han, ShuiGuang Deng, David Lo 0001, Chen Zhi, Jianwei Yin, Xin Xia 0001. ICSE 2021: 298-307 [doi]

Automating User Notice Generation for Smart Contract FunctionsXing Hu, Zhipeng Gao, Xin Xia 0001, David Lo 0001, Xiaohu Yang. ASE 2021: 5-17 [doi]

A Survey on Adaptive Random TestingRubing Huang, Weifeng Sun, Yinyin Xu, Haibo Chen 0005, Dave Towey, Xin Xia 0001. TSE, 47(10):2052-2083, 2021. [doi]

Recommending tags for pull requests in GitHubJing Jiang, Qiudi Wu, Jin Cao, Xin Xia 0001, Li Zhang 0029. INFSOF, 129:106394, 2021. [doi]

EditSum: A Retrieve-and-Edit Framework for Source Code SummarizationJia Li, Yongmin Li, Ge Li 0001, Xing Hu 0008, Xin Xia 0001, Zhi Jin. ASE 2021: 155-166 [doi]

A First Look at Human Values-Violation in App ReviewsHumphrey O. Obie, Waqar Hussain, Xin Xia 0001, John C. Grundy, Li Li 0029, Burak Turhan, Jon Whittle, Mojtaba Shahin. ICSE 2021: 29-38 [doi]

KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graphXiaoxue Ren, Xinyuan Ye, Zhenchang Xing, Xin Xia 0001, Xiwei Xu, Liming Zhu, Jianling Sun. FSE 2021: 1515-1519 [doi]

Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge GraphYanqi Su, Zhenchang Xing, Xin Peng, Xin Xia 0001, Chong Wang, Xiwei Xu, Liming Zhu 0001. ASE 2021: 191-202 [doi]

Locating Latent Design Information in Developer Discussions: A Study on Pull RequestsGiovanni Viviani, Michalis Famelis, Xin Xia 0001, Calahan Janik-Jones, Gail C. Murphy. TSE, 47(7):1402-1413, 2021. [doi]

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 CommunitiesZhiyuan Wan, Xin Xia 0001, Ahmed E. Hassan. TSE, 47(7):1331-1349, 2021. [doi]

Smart Contract Security: a Practitioners' PerspectiveZhiyuan Wan, Xin Xia 0001, David Lo 0001, Jiachi Chen, Xiapu Luo, Xiaohu Yang. ICSE 2021: 1410-1422 [doi]

Quality Assurance for Automated Commit Message GenerationBei Wang, Meng Yan, Zhongxin Liu, Ling Xu, Xin Xia 0001, Xiaohong Zhang 0002, Dan Yang 0001. WCRE 2021: 260-271 [doi]

Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural NetworkZeyu Wang, Sheng Huang, Zhongxin Liu, Meng Yan, Xin Xia 0001, Bei Wang, Dan Yang 0001. WCRE 2021: 458-469 [doi]

UIS-Hunter: Detecting UI Design Smells in Android AppsBo Yang, Zhenchang Xing, Xin Xia 0001, Chunyang Chen, Deheng Ye, Shanping Li. ICSE 2021: 89-92 [doi]

Don't Do That! Hunting Down Visual Design Smells in Complex UIs against Design GuidelinesBo Yang, Zhenchang Xing, Xin Xia 0001, Chunyang Chen, Deheng Ye, Shanping Li. ICSE 2021: 761-772 [doi]

Unveiling the Mystery of API Evolution in Deep Learning Frameworks: A Case Study of Tensorflow 2Zejun Zhang, Yanming Yang, Xin Xia 0001, David Lo 0001, Xiaoxue Ren, John C. Grundy. ICSE 2021: 238-247 [doi]

Finding A Needle in a Haystack: Automated Mining of Silent Vulnerability FixesJiayuan Zhou, Michael Pacheco, Zhiyuan Wan, Xin Xia 0001, David Lo 0001, Yuan Wang, Ahmed E. Hassan. ASE 2021: 705-716 [doi]

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