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个人简介

招生专业 083500-软件工程 081202-计算机软件与理论 招生方向 网络分布式计算理论与技术 智能软件工程 人工智能 教育背景 2010-09--2015-06 中国科学院软件研究所 博士 2006-09--2009-06 中国科学院软件研究所 硕士 2002-09--2006-06 武汉大学 本科 工作简历 2017-10~2018-04,微软亚洲研究院, 铸星计划访问学者 2016-08~现在, 中国科学院软件研究所, 副研究员 2015-07~2016-07,中国科学院软件研究所, 助理研究员 2013-12~2014-08,美国俄亥俄州立大学, 访问学者 2013-02~2013-07,香港科技大学, 访问学者 2009-07~2015-06,中国科学院软件研究所, 助理研究员 奖励信息 (1) 中国科学院创新促进会会员, , 院级, 2018 (2) ESEC/FSE 2018杰出论文奖, 其他, 2018 (3) 中科院软件所杰出青年, 研究所(学校), 2018 (4) 微软亚洲研究院铸星计划, 其他, 2017 (5) 中国计算机协会优秀博士论文, 专项, 2016 (6) 中国科学院大学优秀毕业生, 研究所(学校), 2015

研究领域

对软件工程、程序分析等有广泛的兴趣。主要利用程序分析、机器学习等技术构建软件可靠性分析工具,检测、诊断真实系统中存在的问题,从而提高软件系统的可靠性和安全性等。研究工作面向真实的系统,如分布式系统(Zookeeper、Spark等)、机器学习系统、JavaScript(Node.js等)、电子表格等。

近期论文

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DeepCon: Contribution Coverage Testing for Deep Learning Systems Zhiyang Zhou, Wensheng Dou, Jie Liu, Chenxin Zhang, Jun Wei, Dan Ye 28th International Conference on Software Analysis, Evolution, and Reengineering (SANER 2021). Survey on Blockchain Consensus Protocol (区块链共识协议综述) Qing Xia, Wensheng Dou, Kaiwen Guo, Geng Liang, Chun Zuo, Fengjun Zhang Journal of Software (软件学报), 2021. CoFI: Consistency-Guided Fault Injection for Cloud Systems Haicheng Chen, Wensheng Dou, Dong Wang, Feng Qin 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020). Learning to Detect Table Clones in Spreadsheets Yakun Zhang, Wensheng Dou, Jiaxin Zhu, Liang Xu, Zhiyong Zhou, Jun Wei, Dan Ye, Bo Yang 29th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2020). Detecting Cache-Related Bugs in Spark Applications Hui Li, Dong Wang, Tianze Huang, Yu Gao, Wensheng Dou, Lijie Xu, Wei Wang, Jun Wei, Hua Zhong 29th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2020) DistStream: An Order-Aware Distributed Framework for Online-Offline Stream Clustering Algorithms Lijie Xu, Xingtong Ye, Kai Kang, Tian Guo, Wensheng Dou, Wei Wang, Jun Wei 40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020). Understanding Exception-Related Bugs in Large-Scale Cloud Systems Haicheng Chen, Wensheng Dou, Yanyan Jiang, Feng Qin 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019). An Experimental Evaluation of Garbage Collectors on Big Data Applications Lijie Xu, Tian Guo, Wensheng Dou, Wei Wang, Jun Wei 45th International Conference on Very Large Data Bases (VLDB 2019). Detecting Atomicity Violations for Event-Driven Node.js Applications Xiaoning Chang, Wensheng Dou, Yu Gao, Jie Wang, Jun Wei, Tao Huang 41st ACM/IEEE International Conference on Software Engineering (ICSE 2019). Recent Progress in Program Analysis (程序分析研究进展) Jian Zhang, Chao Zhang, Jifeng Xuan, Yingfei Xiong, Qianxiang Wang, Bin Liang, Lian Li, Wensheng Dou, Zhenbang Chen, Liqian Chen, Yan Cai Journal of Software (软件学报), 2019. An Empirical Study on Crash Recovery Bugs in Large-Scale Distributed Systems Yu Gao, Wensheng Dou, Feng Qin, Chushu Gao, Dong Wang, Jun Wei, Ruirui Huang, Li Zhou, Yongming Wu 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018). ACM SIGSOFT Distinguished Paper Award How Are Spreadsheet Templates Used in Practice: A Case Study on Enron Liang Xu, Wensheng Dou, Jiaxin Zhu, Chushu Gao, Jun Wei, Tao Huang 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018 NIER). Expandable Group Identification in Spreadsheets Wensheng Dou, Shi Han, Liang Xu, Dongmei Zhang, Jun Wei 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018). Context-Based Event Trace Reduction in Client-Side JavaScript Applications Jie Wang, Wensheng Dou, Chushu Gao, Yu Gao, Jun Wei 11th IEEE Conference on Software Testing, Validation and Verification (ICST 2018). Detecting Faulty Empty Cells in Spreadsheets Liang Xu, Shuo Wang, Wensheng Dou, Bo Yang, Chushu Gao, Jun Wei, Tao Huang 25th International Conference on Software Analysis, Evolution, and Reengineering (SANER 2018). Rewriting High-Level Spreadsheet Structures into Higher-Order Functional Programs Florian Biermann, Wensheng Dou, Peter Sestoft 20th International Symposium on Practical Aspects of Declarative Languages (PADL 2018). JSTrace: Fast Reproducing Web Application Errors Jie Wang, Wensheng Dou, Chushu Gao, Jun Wei Journal of Systems and Software (JSS 2018). Characterizing and Diagnosing Out of Memory Errors in MapReduce Applications Lijie Xu, Wensheng Dou, Feng Zhu, Chushu Gao, Jie Liu, Jun Wei Journal of Systems and Software (JSS 2018). A Comprehensive Study on Real World Concurrency Bugs in Node.js Jie Wang, Wensheng Dou, Yu Gao, Chushu Gao, Feng Qin, Kang Yin, Jun Wei 32nd International Conference on Automated Software Engineering (ASE 2017). Mining API Type Specifications for JavaScript Shuai Wang, Wensheng Dou, Chushu Gao, Jun Wei, Tao Huang 24th Asia-Pacific Software Engineering Conference (APSEC 2017). SpreadCluster: Recovering Versioned Spreadsheets through Similarity-Based Clustering Liang Xu, Wensheng Dou, Chushu Gao, Jie Wang, Jun Wei, Hua Zhong, Tao Huang 14th International Conference on Mining Software Repositories (MSR 2017). CACheck: Detecting and Repairing Cell Arrays in Spreadsheets Wensheng Dou, Chang Xu, Shing-Chi Cheung, Jun Wei IEEE Transactions on Software Engineering (TSE 2017). Detecting Table Clones and Smells in Spreadsheets Wensheng Dou, Shing-Chi Cheung, Chushu Gao, Chang Xu, Liang Xu, Jun Wei 24th International Symposium on the Foundations of Software Engineering (FSE 2016). VEnron: A Versioned Spreadsheet Corpus and Related Evolution Analysis Wensheng Dou, Liang Xu, Shing-Chi Cheung, Chushu Gao, Jun Wei, Tao Huang 38th International Conference on Software Engineering (ICSE SEIP 2016). Fast Reproducing Web Application Errors Jie Wang, Wensheng Dou, Chushu Gao, Jun Wei 26th IEEE International Symposium on Software Reliability Engineering (ISSRE 2015). Experience Report: A Characteristic Study on Out of Memory Errors in Distributed Data-Parallel Applications Lijie Xu, Wensheng Dou, Feng Zhu, Chushu Gao, Jie Liu, Hua Zhong, Jun Wei 26th IEEE International Symposium on Software Reliability Engineering (ISSRE 2015). Discovering User-Defined Event Handlers in Presence of JavaScript Libraries Shuai Wang, Wensheng Dou, Chushu Gao, Jun Wei, Tao Huang 22nd Asia Pacific Software Engineering Conference (APSEC 2015). Towards Web Application Mobilization via Efficient Web Control Extraction Shuai Wang, Wensheng Dou, Guoquan Wu, Jie Wang, Chushu Gao, Jun Wei, Tao Huang 7th Asia-Pacific Symposium on Internetware (Internetware 2015). Is Spreadsheet Ambiguity Harmful? Detecting and Repairing Spreadsheet Smells due to Ambiguous Computation Wensheng Dou, Shing-Chi Cheung, Jun Wei 36th International Conference on Software Engineering (ICSE 2014).

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