Yingfei Xiong

Associate Professor with Tenure
Co-Appointed Research Professor
Software Engineering Institute
School of Electronics Engineering and Computer Science
Peking University

Office: Room 1431, Science Building # 1, Peking University
Email:
Tel: +86-10-62757008-12

Pronunciation of my name: [i:ŋfei] (yingfei) [ʃiɔŋ] (xiong)
Pronunciation in katakana: ション(熊xiong)インフェイ(英飛yingfei)

中文版

News (More)

February 1, 2019 I will give a keynote speech at IBF 2019 on Feb 24th, 2019 and give a lecture at ISSTA Summer School on July 16th, 2019.
December 8, 2018 Two papers were accepted at IEEE Transactions on Software Engineering. An Empirical Study of Fault Localization Families and Their Combinations provides an infrastructure for combining and evaluating fault localization techniques, in the hope to support future fault localization research. Coverage Prediction for Accelerating Compiler Testing combines coverage prediction with learning-to-test to further accelerate compiler testing.
November 2, 2018 Our paper A Grammar-Based Structural CNN Decoder for Code Generation was accepted at AAAI'19. This paper proposes a novel CNN neural structure for code generation and can be used to instantiate the framework of learning to synthesize.
August 1, 2018 I have been promoted to Associated Professor (with tenure). Thanks for all people who helped in this process.
June 5, 2018 Automatic Clone Recommendation for Refactoring Based on the Present and the Past was accepted at ICSME'18.

Education & Employment

04/2012~07/2018, Peking University, Research Professor in Young Talents Plan (Tenure-Track Assistant Professor Equivalence)
12/2009~11/2011, University of Waterloo, PostDoc. Advisor: Krzysztof Czarnecki
10/2006~09/2009, The University of Tokyo, Ph.D. Advisors: Zhenjiang Hu Masato Takeichi
09/2004~09/2006, Peking University, Pre-Ph.D. Course. Advisors: Hong Mei Fuqing Yang
09/2000~06/2004, University of Electronic Science and Technology of China, Bachelor Diploma of Computer Science

Current Research Projects

Program Repair / Synthesis
- Defining a search space: [ISSTA18a][ASE15]
- Prioritizing elements in a space: [AAAI19][GI18][ICSE18a][ICSE17a]
- Fast validation: [ISSTA17]
- Applying changes: [Interwa17]
- Type-specific Repair: [ICSE15a]
Fault Localization: [TSE19]
Accelerating Program Analysis: [ESOP17][ISSTA17]
Compiler Testing: [ICSE17b][ICSE16][ICST16b][TSE18]
Bugs in Deep Learning Applications: [ISSTA18b]

Recent Selected Publications

[Complete List | Presentations | DBLP | Google Scholar]

[TSE19]	Daming Zou, Jingjing Liang, Yingfei Xiong, Michael Ernst, Lu Zhang. An Empirical Study of Fault Localization Families and Their Combinations. IEEE Transactions on Software Engineering, Online First, January 2019. [Paper][DOI][Tool]
[AAAI19]	Zeyu Sun, Qihao Zhu, Lili Mou, Yingfei Xiong, Ge Li, Lu Zhang. A Grammar-Based Structural CNN Decoder for Code Generation. AAAI'19: Thirty-Third AAAI Conference on Artificial Intelligence, January 2019. [Paper]
[TSE18]	Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie. Coverage Prediction for Accelerating Compiler Testing. IEEE Transactions on Software Engineering, Online First, December 2018. [Paper][DOI]
[ICSME18]	Ruru Yue, Zhe Gao, Na Meng, Yingfei Xiong, Xiaoyin Wang, David Morgenthaler. Automatic Clone Recommendation for Refactoring Based on the Present and the Past . ICSME'18: 34th IEEE International Conference on Software Maintenance and Evolution, September 2018. [Paper]
[ISSTA18a]	Jiajun Jiang, Yingfei Xiong, Hongyu Zhang, Qing Gao, Xiangqun Chen. Shaping Program Repair Space with Existing Patches and Similar Code. ISSTA'18: International Symposium on Software Testing and Analysis, July 2018. [Paper][Tool:SimFix]
[ISSTA18b]	Yuhao Zhang, Yifan Chen, Shing-Chi Cheung, Yingfei Xiong, Lu Zhang. An Empirical Study on TensorFlow Program Bugs. ISSTA'18: International Symposium on Software Testing and Analysis, July 2018. [Paper]
[GI18]	Yingfei Xiong, Bo Wang, Guirong Fu, Linfei Zang. Learning to Synthesize. GI'18: Genetic Improvment Workshop, May 2018. [Paper]
[ICSE18a]	Yingfei Xiong, Xinyuan Liu^#, Muhan Zeng^#, Lu Zhang, Gang Huang. Identifying Patch Correctness in Test-Based Program Repair. ICSE'18: 40th International Conference on Software Engineering, Gothenburg, Sweden, May 2018. [Paper][Long Version][Slides]
[ICSE18b]	Shurui Zhou, Ştefan Stănciulescu, Olaf Leenich, Yingfei Xiong, Andrzej Wąsowski, Christian Kästner. Identifying Features in Forks. ICSE'18: 40th International Conference on Software Engineering, Gothenburg, Sweden, May 2018. [Paper]
[ISSTA17]	Bo Wang, Yingfei Xiong, Yangqingwei Shi, Lu Zhang, Dan Hao. Faster Mutation Analysis via Equivalence Modulo States. ISSTA'17: International Symposium on Software Testing and Analysis, Santa Barbara, CA, USA, pages 295-306, July 2017. [Paper][Slides][CoRR Version] ACM SIGSOFT Distinguished Paper Award

Teaching

Spring 2019, Design Principles of Programming Languages
Fall 2018, Software Analysis
Spring 2018, Design Principles of Programming Languages
Fall 2017, Software Analysis
Spring 2017, Design Principles of Programming Languages
Fall 2016, Introduction to Computer Systems, Discussion Seminar
Fall 2016, Software Analysis
Spring 2016, Design Principles of Programming Languages
Spring 2015, Design Principles of Programming Languages
Fall 2015, Introduction to Computer Systems, Discussion Seminar
Fall 2015, Software Analysis
Fall 2014, Software Analysis
Fall 2014, Introduction to Computer Systems, Discussion Seminar
Spring 2014, Design Principles of Programming Languages
Spring 2014, Algorithm Design and Analysis, Discussion Seminar
Fall 2013, Introduction to Computer Systems, Discussion Seminar
Spring 2013, Algorithm Design and Analysis, Discussion Seminar
Fall 2012, Introduction to Computer Systems, Discussion Seminar

Academic Service

2019, PC Member: ICSE 2020
2019, PC Member: ASE 2019
2019, PC Member: ISSTA 2019
2019, PC Member: ICSE 2019
2019, PC Member: FASE 2019
2018, PC Member: NASAC 2018 English Track
2018, PC Co-Chair: SATE 2018
2018, PC Member: APSEC 2018
2018, PC Member: ASE 2018
2018, Publicity Chair: MODELS 2018
2018, Publicity Chair: SPLC 2018
2018, PC Member: FASE 2018
More...

More About Me

Awards, Honors, and Grants
Students
My Free/Busy Information: [HTML] [ICS] [XML]
Past Research Projects
- Floating-Point Error Analysis: [FSE16][ICSE15b][ASE14]
- Program Transformation for API migration: [ECOOP16][PEPM15][ICWS13]
- Configuration Error Repair: [TSE15][ICSE12][SPLC13]
- Delta-Based Bidirectional Transformation (Postdoctoral Period)
- Heterogeneous Data Synchronization in Software Engineering (Doctoral Period)
  - Beanbag: OCL-lik Language for On-Site Synchronization
  - SyncATL: Model Synchronization using ATL
- Aspect-Oriented Intermediate Language (Undergraduate Period)

Links

Yet Another Software Engineering / Programming Language Conference Ranking

Disclaimer

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