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Shaowei Wang 0002

王少伟

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unicode name: 王少伟
affiliation: University of Manitoba, Mamba Lab, Winnipeg, MB, Canada
affiliation (former): Queen's University, SAIL, Kingston, ON, Canada
affiliation (former): Singapore Management University, School of Information Systems, Singapore

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2025
[j32]
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Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin, Shaowei Wang, Zhen Ming (Jack) Jiang:
SimClone: Detecting Tabular Data Clones Using Value Similarity. ACM Trans. Softw. Eng. Methodol. 34(1): 17:1-17:27 (2025)
[c29]
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Zichong Wang, Zhibo Chu, Thang Viet Doan, Shaowei Wang, Yongkai Wu, Vasile Palade, Wenbin Zhang:
Fair Graph U-Net: A Fair Graph Learning Framework Integrating Group and Individual Awareness. AAAI 2025: 28485-28493
[i26]
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  - journals/corr/abs-2501-09888
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Mohammad Sadegh Sheikhaei, Yuan Tian, Shaowei Wang, Bowen Xu:
Understanding the Effectiveness of LLMs in Automated Self-Admitted Technical Debt Repayment. CoRR abs/2501.09888 (2025)
[i25]
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  - journals/corr/abs-2501-14983
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Xu Yang, Wenhan Zhu, Michael Pacheco, Jiayuan Zhou, Shaowei Wang, Xing Hu, Kui Liu:
Code Change Intention, Development Artifact and History Vulnerability: Putting Them Together for Vulnerability Fix Detection by LLM. CoRR abs/2501.14983 (2025)
[i24]
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  - journals/corr/abs-2502-14925
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Pengfei He, Shaowei Wang, Tse-Hsun Chen:
CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs. CoRR abs/2502.14925 (2025)
2024
[j31]
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Mohammad Sadegh Sheikhaei, Yuan Tian, Shaowei Wang, Bowen Xu:
An empirical study on the effectiveness of large language models for SATD identification and classification. Empir. Softw. Eng. 29(6): 159 (2024)
[j30]
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Shahla Shaan Ahmed, Shaowei Wang, Yuan Tian, Tse-Hsun (Peter) Chen, Haoxiang Zhang:
Studying and recommending information highlighting in Stack Overflow answers. Inf. Softw. Technol. 172: 107478 (2024)
[j29]
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  - journals/pacmse/RafiKCC024
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Md Nakhla Rafi, Dong Jae Kim, An Ran Chen, Tse-Hsun (Peter) Chen, Shaowei Wang:
Towards Better Graph Neural Network-Based Fault Localization through Enhanced Code Representation. Proc. ACM Softw. Eng. 1(FSE): 1937-1959 (2024)
[j28]
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Haoran Yang, Yu Nong, Shaowei Wang, Haipeng Cai:
Multi-Language Software Development: Issues, Challenges, and Solutions. IEEE Trans. Software Eng. 50(3): 512-533 (2024)
[c28]
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Zeyang Ma, An Ran Chen, Dong Jae Kim, Tse-Hsun Chen, Shaowei Wang:
LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing. ICSE 2024: 99:1-99:13
[c27]
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Md. Anaytul Islam, Muhammad Asaduzzaman, Shaowei Wang:
On the Executability of R Markdown Files. MSR 2024: 254-264
[i23]
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  - journals/corr/abs-2401-01472
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Shahla Shaan Ahmed, Shaowei Wang, Yuan Tian, Tse-Hsun Chen, Haoxiang Zhang:
A First Look at Information Highlighting in Stack Overflow Answers. CoRR abs/2401.01472 (2024)
[i22]
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  - journals/corr/abs-2401-14279
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Azmain Kabir, Shaowei Wang, Yuan Tian, Tse-Hsun Chen, Muhammad Asaduzzaman, Wenbin Zhang:
ZS4C: Zero-Shot Synthesis of Compilable Code for Incomplete Code Snippets using ChatGPT. CoRR abs/2401.14279 (2024)
[i21]
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  - journals/corr/abs-2404-04496
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Md Nakhla Rafi, Dong Jae Kim, An Ran Chen, Tse-Hsun Chen, Shaowei Wang:
Towards Better Graph Neural Network-based Fault Localization Through Enhanced Code Representation. CoRR abs/2404.04496 (2024)
[i20]
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  - journals/corr/abs-2404-18001
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Zeyang Ma, An Ran Chen, Dong Jae Kim, Tse-Hsun Chen, Shaowei Wang:
LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing. CoRR abs/2404.18001 (2024)
[i19]
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  - journals/corr/abs-2404-19048
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Ximing Dong, Dayi Lin, Shaowei Wang, Ahmed E. Hassan:
A Framework for Real-time Safeguarding the Text Generation of Large Language Model. CoRR abs/2404.19048 (2024)
[i18]
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  - journals/corr/abs-2405-06806
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Mohammad Sadegh Sheikhaei, Yuan Tian, Shaowei Wang, Bowen Xu:
An Empirical Study on the Effectiveness of Large Language Models for SATD Identification and Classification. CoRR abs/2405.06806 (2024)
[i17]
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  - journals/corr/abs-2407-12802
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Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin, Shaowei Wang, Zhen Ming Jiang:
SimClone: Detecting Tabular Data Clones using Value Similarity. CoRR abs/2407.12802 (2024)
[i16]
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  - journals/corr/abs-2408-03507
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Seyed Shayan Daneshvar, Shaowei Wang:
GUI Element Detection Using SOTA YOLO Deep Learning Models. CoRR abs/2408.03507 (2024)
[i15]
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  - journals/corr/abs-2408-04125
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Seyed Shayan Daneshvar, Yu Nong, Xu Yang, Shaowei Wang, Haipeng Cai:
Exploring RAG-based Vulnerability Augmentation with LLMs. CoRR abs/2408.04125 (2024)
[i14]
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  - journals/corr/abs-2409-13642
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Md Nakhla Rafi, Dong Jae Kim, Tse-Hsun Chen, Shaowei Wang:
Enhancing Fault Localization Through Ordered Code Analysis with LLM Agents and Self-Reflection. CoRR abs/2409.13642 (2024)
[i13]
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  - journals/corr/abs-2409-15228
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Yixi Wu, Pengfei He, Zehao Wang, Shaowei Wang, Yuan Tian, Tse-Hsun Chen:
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models. CoRR abs/2409.15228 (2024)
[i12]
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  - journals/corr/abs-2409-16606
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Xu Yang, Shaowei Wang, Jiayuan Zhou, Xing Hu:
VFDelta: A Framework for Detecting Silent Vulnerability Fixes by Enhancing Code Change Learning. CoRR abs/2409.16606 (2024)
[i11]
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  - journals/corr/abs-2410-09662
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Pengfei He, Shaowei Wang, Shaiful Chowdhury, Tse-Hsun Chen:
Exploring Demonstration Retrievers in RAG for Coding Tasks: Yeas and Nays! CoRR abs/2410.09662 (2024)
[i10]
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  - journals/corr/abs-2410-13073
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Ximing Dong, Shaowei Wang, Dayi Lin, Gopi Krishnan Rajbahadur, Boquan Zhou, Shichao Liu, Ahmed E. Hassan:
PromptExp: Multi-granularity Prompt Explanation of Large Language Models. CoRR abs/2410.13073 (2024)
[i9]
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  - journals/corr/abs-2412-18750
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Md Nakhla Rafi, Dong Jae Kim, Tse-Hsun Chen, Shaowei Wang:
The Impact of Input Order Bias on Large Language Models for Software Fault Localization. CoRR abs/2412.18750 (2024)
2023
[j27]
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  - journals/ese/NapierBW23
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Kollin Napier, Tanmay Bhowmik, Shaowei Wang:
An empirical study of text-based machine learning models for vulnerability detection. Empir. Softw. Eng. 28(2): 38 (2023)
[j26]
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  - journals/jss/SheikhaeiTW23
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Mohammad Sadegh Sheikhaei, Yuan Tian, Shaowei Wang:
A study of update request comments in Stack Overflow answer posts. J. Syst. Softw. 198: 111590 (2023)
[j25]
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  - journals/jss/WangWC23
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Tianlei Wang, Shaowei Wang, Tse-Hsun (Peter) Chen:
Study the correlation between the readme file of GitHub projects and their popularity. J. Syst. Softw. 205: 111806 (2023)
[j24]
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An Ran Chen, Tse-Hsun Peter Chen, Shaowei Wang:
T-Evos: A Large-Scale Longitudinal Study on CI Test Execution and Failure. IEEE Trans. Software Eng. 49(4): 2352-2365 (2023)
[c26]
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  - conf/icse/YangLWC23
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Haoran Yang, Weile Lian, Shaowei Wang, Haipeng Cai:
Demystifying Issues, Challenges, and Solutions for Multilingual Software Development. ICSE 2023: 1840-1852
[c25]
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  - conf/icse/YangWLW23
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Xu Yang, Shaowei Wang, Yi Li, Shaohua Wang:
Does data sampling improve deep learning-based vulnerability detection? Yeas! and Nays! ICSE 2023: 2287-2298
[i8]
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  - journals/corr/abs-2304-07848
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Mohammad Sadegh Sheikhaei, Yuan Tian, Shaowei Wang:
A Study of Update Request Comments in Stack Overflow Answer Posts. CoRR abs/2304.07848 (2023)
2022
[j23]
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  - journals/ese/ZhouWKHU22
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Jiayuan Zhou, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan, Naoyasu Ubayashi:
Studying donations and their expenses in open source projects: a case study of GitHub projects collecting donations through open collectives. Empir. Softw. Eng. 27(1): 24 (2022)
[j22]
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  - journals/ese/WidyasariPHWL22
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Ratnadira Widyasari, Gede Artha Azriadi Prana, Stefanus Agus Haryono, Shaowei Wang, David Lo:
Real world projects, real faults: evaluating spectrum based fault localization techniques on Python projects. Empir. Softw. Eng. 27(6): 147 (2022)
[j21]
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  - journals/jss/WangCZW22
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Zehao Wang, Tse-Hsun (Peter) Chen, Haoxiang Zhang, Shaowei Wang:
An empirical study on the challenges that developers encounter when developing Apache Spark applications. J. Syst. Softw. 194: 111488 (2022)
[j20]
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  - journals/tse/BhatiaWAH22
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Aaditya Bhatia, Shaowei Wang, Muhammad Asaduzzaman, Ahmed E. Hassan:
A Study of Bug Management Using the Stack Exchange Question and Answering Platform. IEEE Trans. Software Eng. 48(2): 502-518 (2022)
[j19]
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Gopi Krishnan Rajbahadur, Shaowei Wang, Gustavo Ansaldi Oliva, Yasutaka Kamei, Ahmed E. Hassan:
The Impact of Feature Importance Methods on the Interpretation of Defect Classifiers. IEEE Trans. Software Eng. 48(7): 2245-2261 (2022)
[j18]
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Haoxiang Zhang, Shaowei Wang, Heng Li, Tse-Hsun Chen, Ahmed E. Hassan:
A Study of C/C++ Code Weaknesses on Stack Overflow. IEEE Trans. Software Eng. 48(7): 2359-2375 (2022)
[j17]
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An Ran Chen, Tse-Hsun Chen, Shaowei Wang:
Pathidea: Improving Information Retrieval-Based Bug Localization by Re-Constructing Execution Paths Using Logs. IEEE Trans. Software Eng. 48(8): 2905-2919 (2022)
[j16]
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  - journals/tse/LiZWH22
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Heng Li, Haoxiang Zhang, Shaowei Wang, Ahmed E. Hassan:
Studying the Practices of Logging Exception Stack Traces in Open-Source Software Projects. IEEE Trans. Software Eng. 48(12): 4907-4924 (2022)
[c24]
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  - conf/icsm/Ahmed0ZC022
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Shahla Shaan Ahmed, Shaowei Wang, Haoxiang Zhang, Tse-Hsun Chen, Yuan Tian:
A First Look at Information Highlighting in Stack Overflow Answers. ICSME 2022: 369-373
[i7]
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  - journals/corr/abs-2202-02389
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Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan:
The impact of feature importance methods on the interpretation of defect classifiers. CoRR abs/2202.02389 (2022)
[i6]
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  - journals/corr/abs-2202-06146
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Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan:
Impact of Discretization Noise of the Dependent variable on Machine Learning Classifiers in Software Engineering. CoRR abs/2202.06146 (2022)
[i5]
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  - journals/corr/abs-2202-06157
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Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan:
The Impact of Using Regression Models to Build Defect Classifiers. CoRR abs/2202.06157 (2022)
2021
[j15]
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An Ran Chen, Tse-Hsun (Peter) Chen, Shaowei Wang:
Demystifying the challenges and benefits of analyzing user-reported logs in bug reports. Empir. Softw. Eng. 26(1): 8 (2021)
[j14]
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Jiayuan Zhou, Shaowei Wang, Haoxiang Zhang, Tse-Hsun (Peter) Chen, Ahmed E. Hassan:
Studying backers and hunters in bounty issue addressing process of open source projects. Empir. Softw. Eng. 26(4): 81 (2021)
[j13]
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Haoxiang Zhang, Shaowei Wang, Tse-Hsun (Peter) Chen, Ahmed E. Hassan:
Are Comments on Stack Overflow Well Organized for Easy Retrieval by Developers? ACM Trans. Softw. Eng. Methodol. 30(2): 22:1-22:31 (2021)
[j12]
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Haoxiang Zhang, Shaowei Wang, Tse-Hsun Chen, Ying Zou, Ahmed E. Hassan:
An Empirical Study of Obsolete Answers on Stack Overflow. IEEE Trans. Software Eng. 47(4): 850-862 (2021)
[j11]
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Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan:
Impact of Discretization Noise of the Dependent Variable on Machine Learning Classifiers in Software Engineering. IEEE Trans. Software Eng. 47(7): 1414-1430 (2021)
[j10]
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Haoxiang Zhang, Shaowei Wang, Tse-Hsun Chen, Ahmed E. Hassan:
Reading Answers on Stack Overflow: Not Enough! IEEE Trans. Software Eng. 47(11): 2520-2533 (2021)
[j9]
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Jiayuan Zhou, Shaowei Wang, Cor-Paul Bezemer, Ying Zou, Ahmed E. Hassan:
Studying the Association Between Bountysource Bounties and the Issue-Addressing Likelihood of GitHub Issue Reports. IEEE Trans. Software Eng. 47(12): 2919-2933 (2021)
[c23]
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  - conf/icsm/0002GC0H21
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Shaowei Wang, Daniel M. Germán, Tse-Hsun Chen, Yuan Tian, Ahmed E. Hassan:
Is reputation on Stack Overflow always a good indicator for users' expertise? No! ICSME 2021: 614-618
[c22]
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Zhou Yang, Jieke Shi, Shaowei Wang, David Lo:
IncBL: Incremental Bug Localization. ASE 2021: 1223-1226
[c21]
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  - conf/sigsoft/WangZC021
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Zehao Wang, Haoxiang Zhang, Tse-Hsun (Peter) Chen, Shaowei Wang:
Would you like a quick peek? providing logging support to monitor data processing in big data applications. ESEC/SIGSOFT FSE 2021: 516-526
[i4]
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Zhou Yang, Jieke Shi, Shaowei Wang, David Lo:
IncBL: Incremental Bug Localization. CoRR abs/2106.07413 (2021)
2020
[j8]
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Jiayuan Zhou, Shaowei Wang, Cor-Paul Bezemer, Ahmed E. Hassan:
Bounties on technical Q&A sites: a case study of Stack Overflow bounties. Empir. Softw. Eng. 25(1): 139-177 (2020)
[j7]
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Shaowei Wang, Tse-Hsun Chen, Ahmed E. Hassan:
How Do Users Revise Answers on Technical Q&A Websites? A Case Study on Stack Overflow. IEEE Trans. Software Eng. 46(9): 1024-1038 (2020)

2010 – 2019

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2019
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Hanyang Hu, Shaowei Wang, Cor-Paul Bezemer, Ahmed E. Hassan:
Studying the consistency of star ratings and reviews of popular free hybrid Android and iOS apps. Empir. Softw. Eng. 24(1): 7-32 (2019)
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Yuhao Wu, Shaowei Wang, Cor-Paul Bezemer, Katsuro Inoue:
How do developers utilize source code from stack overflow? Empir. Softw. Eng. 24(2): 637-673 (2019)
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Haoxiang Zhang, Shaowei Wang, Tse-Hsun Chen, Ying Zou, Ahmed E. Hassan:
An Empirical Study of Obsolete Answers on Stack Overflow. CoRR abs/1903.12282 (2019)
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Haoxiang Zhang, Shaowei Wang, Tse-Hsun Peter Chen, Ahmed E. Hassan:
Does the hiding mechanism for Stack Overflow comments work well? No! CoRR abs/1904.00946 (2019)
[i1]
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Jiayuan Zhou, Shaowei Wang, Cor-Paul Bezemer, Ying Zou, Ahmed E. Hassan:
Bounties in Open Source Development on GitHub: A Case Study of Bountysource Bounties. CoRR abs/1904.02724 (2019)
2018
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Shaowei Wang, David Lo, Bogdan Vasilescu, Alexander Serebrenik:
EnTagRec ++: An enhanced tag recommendation system for software information sites. Empir. Softw. Eng. 23(2): 800-832 (2018)
[j3]
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Shaowei Wang, Tse-Hsun Chen, Ahmed E. Hassan:
Understanding the factors for fast answers in technical Q&A websites - An empirical study of four stack exchange websites. Empir. Softw. Eng. 23(3): 1552-1593 (2018)
[c20]
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Shaowei Wang, Tse-Hsun Chen, Ahmed E. Hassan:
Understanding the factors for fast answers in technical Q&A websites: an empirical study of four stack exchange websites. ICSE 2018: 884
2017
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Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei, Ahmed E. Hassan:
The impact of using regression models to build defect classifiers. MSR 2017: 135-145
2016
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Shaowei Wang, David Lo, Lingxiao Jiang:
AutoQuery: automatic construction of dependency queries for code search. Autom. Softw. Eng. 23(3): 393-425 (2016)
[j1]
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Shaowei Wang, David Lo:
AmaLgam+: Composing Rich Information Sources for Accurate Bug Localization. J. Softw. Evol. Process. 28(10): 921-942 (2016)
2015
[c18]
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  - conf/compsac/MaWLDS15
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Siqi Ma, Shaowei Wang, David Lo, Robert Huijie Deng, Cong Sun:
Active Semi-supervised Approach for Checking App Behavior against Its Description. COMPSAC 2015: 179-184
[c17]
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Fei Lv, Hongyu Zhang, Jian-Guang Lou, Shaowei Wang, Dongmei Zhang, Jianjun Zhao:
CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E). ASE 2015: 260-270
[c16]
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Meili Lu, Xiaobing Sun, Shaowei Wang, David Lo, Yucong Duan:
Query expansion via WordNet for effective code search. SANER 2015: 545-549
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Shaowei Wang, David Lo, Lingxiao Jiang, Shahar Maoz, Aditya Budi:
Scalable Parallelization of Specification Mining Using Distributed Computing. The Art and Science of Analyzing Software Data 2015: 623-648
2014
[c15]
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Shaowei Wang, David Lo, Julia Lawall:
Compositional Vector Space Models for Improved Bug Localization. ICSME 2014: 171-180
[c14]
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Shaowei Wang, David Lo, Bogdan Vasilescu, Alexander Serebrenik:
EnTagRec: An Enhanced Tag Recommendation System for Software Information Sites. ICSME 2014: 291-300
[c13]
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Shaowei Wang, David Lo:
Version history, similar report, and structure: putting them together for improved bug localization. ICPC 2014: 53-63
[c12]
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Shaowei Wang, David Lo, Lingxiao Jiang:
Active code search: incorporating user feedback to improve code search relevance. ASE 2014: 677-682
2013
[c11]
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Shaowei Wang, David Lo, Lingxiao Jiang:
Understanding Widespread Changes: A Taxonomic Study. CSMR 2013: 5-14
[c10]
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  - conf/csmr/BissyandeTWLJR13
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Tegawendé F. Bissyandé, Ferdian Thung, Shaowei Wang, David Lo, Lingxiao Jiang, Laurent Réveillère:
Empirical Evaluation of Bug Linking. CSMR 2013: 89-98
[c9]
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  - conf/icsm/LeWL13
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Tien-Duy B. Le, Shaowei Wang, David Lo:
Multi-abstraction Concern Localization. ICSM 2013: 364-367
[c8]
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Ferdian Thung, Shaowei Wang, David Lo, Julia Lawall:
Automatic recommendation of API methods from feature requests. ASE 2013: 290-300
[c7]
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  - conf/sac/WangLJ13
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Shaowei Wang, David Lo, Lingxiao Jiang:
An empirical study on developer interactions in StackOverflow. SAC 2013: 1019-1024
2012
[c6]
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Shaowei Wang, David Lo, Lingxiao Jiang:
Inferring semantically related software terms and their taxonomy by leveraging collaborative tagging. ICSM 2012: 604-607
[c5]
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  - conf/issre/ThungWLJ12
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Ferdian Thung, Shaowei Wang, David Lo, Lingxiao Jiang:
An Empirical Study of Bugs in Machine Learning Systems. ISSRE 2012: 271-280
2011
[c4]
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Shaowei Wang, David Lo, Lingxiao Jiang, Lucia, Hoong Chuin Lau:
Search-based fault localization. ASE 2011: 556-559
[c3]
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  - conf/seke/BudiLLJW11
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Aditya Budi, Lucia, David Lo, Lingxiao Jiang, Shaowei Wang:
Automated Detection of Likely Design Flaws in N-Tier Architectures. SEKE 2011: 613-618
[c2]
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  - conf/wcre/WangLXJ11
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Shaowei Wang, David Lo, Zhenchang Xing, Lingxiao Jiang:
Concern Localization using Information Retrieval: An Empirical Study on Linux Kernel. WCRE 2011: 92-96
[c1]
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Shaowei Wang, David Lo, Lingxiao Jiang:
Code Search via Topic-Enriched Dependence Graph Matching. WCRE 2011: 119-123

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