Publications

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[C19] An Empirical Study on Performance Bugs in Deep Learning Frameworks
12 pages.
The 38th International Conference on Software Maintenance and Evolution (ICSME 2022)

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[J25] Towards Learning Generalizable Code Embeddings using Task-agnostic Graph Convolutional Networks
Impact Factor: 4.457
ACM Transactions on Software Engineering and Methodology (TOSEM 2022)

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[J24] Can Pre-trained Code Embeddings Improve Model Performance? Revisiting the Use of Code Embeddings in Software Engineering Tasks
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2022)

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[C18] Is Reputation on Stack Overflow a Good Indicator for Users’ Expertise? No!
5 pages.
The 37th International Conference on Software Maintenance and Evolution, New Ideas and Emerging Results Track (ICSME 2021)

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[C17] Would You Like a Quick Peek? Providing Logging Support to Monitor Data Processing in Big Data Application
12 pages, acceptance rate = 97396
ACM Joint European Software Engineering Conference and Symposium (FSE 2021)

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[C16] How Disabled Tests Manifest in Test Maintainability Challenges?
12 pages, acceptance rate = 97396 (The first two authors contributed equally)
ACM Joint European Software Engineering Conference and Symposium (FSE 2021)

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[J23] LogAssist: Assisting Log Analysis Through Log Summarization
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2021)

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[J22] MLASP: Machine Learning Assisted Capacity Planning - An industrial experience report
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2021)

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[J21] Pathidea: Improving Information Retrieval-Based Bug Localization by Re-Constructing Execution Paths Using Logs
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2021)

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[J20] The Secret Life of Test Smells - An Empirical Study on Test Smell Evolution and Maintenance
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2021)

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[J19] Studying Backers and Hunters in Bounty Issue Addressing Process of Open Source Projects
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2021)

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[J18] A Study of C/C++ Code Weaknesses on Stack Overflow
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2021)

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[J17] Studying Duplicate Logging Statements and Their Relationships with Code Clones
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2021)

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[C15] Studying Test Annotation Maintenance in the Wild
12 pages, acceptance rate=109529
International Conference on Software Engineering (ICSE 2021)

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[C14] DeepLV: Suggesting Log Levels Using Ordinal Based Neural Networks
12 pages, acceptance rate=109529
International Conference on Software Engineering (ICSE 2021)

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[J16] Revisiting Test Impact Analysis in Continuous Testing From the Perspective of Code Dependencies
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2021)

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[J15] Demystifying the Challenges and Benefits of Analyzing User-Reported Logs in Bug Reports
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2020)

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[J14] Are Comments on Stack Overflow Well Organized for Easy Retrieval by Developers?
Impact Factor: 4.778
ACM Transactions on Software Engineering and Methodology (TOSEM 2020)

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[J13] Logram: Efficient Log Parsing Using n-Gram Dictionaries
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2020)

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[J12] A3: Assisting Android API Migrations Using Code Examples
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2020)

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[J11] Reading Answers on Stack Overflow: Not Enough!
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2020)

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[C13] A First Look at the Integration of Machine Learning Models in Complex Autonomous Driving Systems - A Case Study on Apollo
12 pages
ACM Joint European Software Engineering Conference and Symposium (FSE 2020)

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[C12] Where Shall We Log? Studying and Suggesting Logging Locations in Code Blocks
12 pages, acceptance rate=93408
IEEE/ACM International Conference on Automated Software Engineering (ASE 2020)

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[J10] An Empirical Study of Obsolete Answers on Stack Overflow
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2019)

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[J9] Studying the Characteristics of Logging Practices in Mobile Apps: A Case Study on F-Droid
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2019)

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[J8] iPerfDetector: Characterizing and Detecting Performance Anti-patterns in iOS Applications
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2019)

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[C11] DLFinder: Characterizing and Detecting Duplicate Logging Code Smells
12 pages, acceptance rate=109529
International Conference on Software Engineering (ICSE 2019)

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[J7] How Do Users Revise Answers on Technical Q&A Websites? A Case Study on Stack Overflow
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2018)

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[C10] Adopting Autonomic Computing Capabilities in Existing Large-Scale Systems
10 pages, acceptance rate=31131
International Conference on Software Engineering (ICSE-SEIP 2018)

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[J6] An Empirical Study on the Effect of Testing on Code Quality Using Topic Models: A Case Study on Software Development Systems
Impact Factor: 2.729
IEEE Transactions on Reliability (TR 2017)

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[J5] Understanding the Factors for Fast Answers in Technical Q&A Websites: An Empirical Study on Four Stack Exchange Websites
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2017)

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[J4] Studying Software Logging Using Topic Models
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2017)

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[C9] Analytics-Driven Load Testing: An Industrial Experience Report on Load Testing of Large-Scale Systems
10 pages, acceptance rate=31106
International Conference on Software Engineering (ICSE-SEIP 2017)

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[J3] Finding and Evaluating the Performance Impact of Redundant Data Access for Applications that are Developed Using Object-Relational Mapping Frameworks
Impact Factor: 4.778
IEEE Transactions on Software Engineering (TSE 2016)

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[J2] A Survey on the Use of Topic Models when Mining Software Repositories
Impact Factor: 4.457
Empirical Software Engineering (EMSE 2016)

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[J1] Topic-based Software Defect Explanation
Impact Factor: 2.559
Journal of Systems and Software (JSS 2016)

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[C8] CacheOptimizer: Helping Developers Configure Caching Frameworks for Hibernate-based Database-centric Web Applications
12 pages, acceptance rate=74273
International Symposium on the Foundations of Software Engineering (FSE 2016)

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[C7] Detecting Problems in Database Access Code of Large Scale Systems - An Industrial Experience Report
10 pages, acceptance rate=28108
International Conference on Software Engineering (ICSE-SEIP 2016)

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[C6] Studying the Effectiveness of Application Performance Management (APM) Tools for Detecting Performance Regressions for Web Applications: An Experience Report
12 pages, acceptance rate=36103
International Conference on Mining Software Repositories (MSR 2016)

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[C5] An Empirical Study on the Practice of Maintaining Object-Relational Mapping Code in Java Systems
12 pages, acceptance rate=36103
International Conference on Mining Software Repositories (MSR 2016)

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[C4] Improving the Quality of Large-Scale Database-Centric Software Systems by Analyzing Database Access Code
5 pages
Internatonal Conference on Data Engineering Workshop (ICDEW 2015)

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[C3] Detecting Performance Anti-patterns for Applications Developed using Object-relational Mapping
12 pages, acceptance rate=99495
International Conference on Software Engineering (ICSE 2014)

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[C2] An Empirical Study of Dormant Bug
10 pages, acceptance rate=2985
Working Conference on Mining Software Repositories (MSR 2014)

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[C1] Explaining Software Defects Using Topic Models
10 pages, acceptance rate=1864
Working Conference on Mining Software Repositories (MSR 2012)

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