a bridge over a body of water with a city in the background

2022年5月8日 – 2022年5月20日

Microsoft at ICSE 2022

Eastern Daylight Time (UTC -4)

地点： Hybrid | Pittsburgh, PA

所有时间都在 EDT (UTC -4)

20:00 – 21:00 Poster session

Poster Session 1

Talk Session: May 9 and 12
相关论文与出版物
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
20:00 – 21:00 Talk session

Reliability and Safety 3

Talk Session: May 10
相关论文与出版物
- DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning
  
  Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin 林庆维, Dongmei Zhang
20:00 – 21:00 Talk session

Search-Based Software Engineering 2

Talk Session: May 10
相关论文与出版物
- Search-based Diverse Sampling from Real-world Software Product Lines
  
  Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin 林庆维, Miqing Li, Xiaowei Yang
21:00 – 22:00 Talk session

Reliability and Safety 4

Talk Session: May 13
相关论文与出版物
- TOGA: A Neural Method for Test Oracle Generation
  
  Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri
21:00 – 22:00 Talk session

Software Security 3

Talk Session: May 11
相关论文与出版物
- What are Weak Links in the npm Supply Chain?
  
  Nusrat Zahan, Tom Zimmermann, Patrice Godefroid, Brendan Murphy, Chandra Maddila, Laurie Williams
21:00 – 22:00 Talk session

Program Analysis 3

Talk Session: May 10
相关论文与出版物
- InspectJS: Leveraging Code Similarity and User-Feedback for Effective Taint Specification Inference for JavaScript
  
  Saikat Dutta, Diego Garbervetsky, Shuvendu Lahiri, Max Schäfer
22:00 – 23:00 Talk session

Mining Software Repositories 3

Poster Session: May 9 | Talk Session: May 12
相关论文与出版物
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford

03:00 – 04:00 Talk session

Software Security 1

Talk Session: May 11
相关论文与出版物
- ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing
  
  Ziqi Zhang, Yuanchun Li, Jindong Wang, Bingyan Liu, Ding Li, Xiangqun Chen, Yao Guo, Yunxin Liu
04:00 – 05:00 Talk session

Reliability and Safety 1

Talk Session: May 9
相关论文与出版物
- DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning
  
  Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin 林庆维, Dongmei Zhang
05:00 – 06:00 Talk session

Search-Based Software Engineering 1

Talk Session: May 9
相关论文与出版物
- Search-based Diverse Sampling from Real-world Software Product Lines
  
  Yi Xiang, Han Huang, Yuren Zhou, Sizhe Li, Chuan Luo, Qingwei Lin 林庆维, Miqing Li, Xiaowei Yang
05:00 – 06:00 Talk session

Software Testing 2
相关论文与出版物
- Testing Machine Learning Systems in Industry: An Empirical Study
  
  Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang
12:00 – 13:00 Talk session

Machine Learning with and for SE 9

Talk Session: May 11
相关论文与出版物
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
12:00 – 13:00 Talk session

Software Engineering in Society

Talk Session: May 12
相关论文与出版物
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
13:00 – 14:00 Talk session

Program Comprehension 5

Talk Session: May 11
相关论文与出版物
- On the Evaluation of Neural Code Summarization
  
  Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
13:00 – 14:00 Talk session

Program Analysis 4

Talk Session: May 9
相关论文与出版物
- InspectJS: Leveraging Code Similarity and User-Feedback for Effective Taint Specification Inference for JavaScript
  
  Saikat Dutta, Diego Garbervetsky, Shuvendu Lahiri, Max Schäfer
14:00 – 15:00 Live Q&A

Town Hall

Co-Chair: Thomas Zimmermann
20:00 – 21:00 Talk session

Validation and Verification 4

Talk Session: May 11
相关论文与出版物
- Refty: Refinement Types for Valid Deep Learning Models
  
  Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
22:00 – 23:00 Talk session

Software Testing 6
相关论文与出版物
- Testing Machine Learning Systems in Industry: An Empirical Study
  
  Shuyue Li, Jiaqi Guo, Jian-Guang Lou, Ming Fan, Ting Liu, Dongmei Zhang

03:00 – 04:00 Talk session

Validation and Verification 2

Talk Session: May 10
相关论文与出版物
- Refty: Refinement Types for Valid Deep Learning Models
  
  Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
04:00 – 05:00 Talk session

Human Aspects of SE 2

Talk Session: May 12
相关论文与出版物
- A Tale of Two Cities: Software Developers Working from Home During the COVID-19 Pandemic.
  
  Denae Ford, Margaret-Anne Storey, Tom Zimmermann, Christian Bird, Sonia Jaffe, Chandra Maddila, Jenna Butler, Brian Houck, Nachi Nagappan
05:00 – 06:00 Talk session

Machine Learning with and for SE 2
相关论文与出版物
- DeepAnalyze: Learning to Localize Crashes at Scale
  
  Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari
05:00 – 06:00 Talk session

Program Comprehension 1
相关论文与出版物
- Practitioners' Expectations on Automated Code Comment Generation
  
  Xing Hu, Xin Xia, David Lo, Zhiyuan Wan, Qiuyuan Chen, Tom Zimmermann
- On the Evaluation of Neural Code Summarization
  
  Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
11:00 – 12:00 Talk session

Machine Learning with and for SE 10

Talk Session: May 12
相关论文与出版物
- Learning to Reduce False Positives in Analytic Bug Detectors
  
  Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin Clement, Neel Sundaresan
12:00 – 13:00 Talk session

Machine Learning with and for SE 11
相关论文与出版物
- DeepAnalyze: Learning to Localize Crashes at Scale
  
  Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari
12:00 – 13:00 Talk session

Software Security 8

Talk Session: May 9
相关论文与出版物
- What are Weak Links in the npm Supply Chain?
  
  Nusrat Zahan, Tom Zimmermann, Patrice Godefroid, Brendan Murphy, Chandra Maddila, Laurie Williams
13:00 – 14:00 Talk session

Synthesis and Reverse Engineering

Talk Session: May 12
相关论文与出版物
- Jigsaw: Large Language Models meet Program Synthesis
  
  Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
20:00 – 21:00 Talk session

Machine Learning with and for SE 7

Talk Session: May 10
相关论文与出版物
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
20:00 – 21:00 Talk session

Software Security 5

Talk Session: May 10
相关论文与出版物
- ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing
  
  Ziqi Zhang, Yuanchun Li, Jindong Wang, Bingyan Liu, Ding Li, Xiangqun Chen, Yao Guo, Yunxin Liu
21:00 – 22:00 Talk session

Program Comprehension 3
相关论文与出版物
- Practitioners' Expectations on Automated Code Comment Generation
  
  Xing Hu, Xin Xia, David Lo, Zhiyuan Wan, Qiuyuan Chen, Tom Zimmermann

03:00 – 04:00 Talk session

Synthesis and Analysis

Talk Session: May 11
相关论文与出版物
- Jigsaw: Large Language Models meet Program Synthesis
  
  Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma
05:00 – 06:00 Talk session

Program Analysis 1

Talk Session: May 13
相关论文与出版物
- A Static Analysis Framework for Data Science Notebooks
  
  Pavle Subotić, Lazar Milikić, Milan Stojić
11:00 – 12:00 Talk session

Mining Software Repositories 5

Talk Session: May 13
相关论文与出版物
- An empirical study of release note production and usage in practice
  
  Tingting Bi, Xin Xia, David Lo, John Grundy, Tom Zimmermann
13:00 – 14:00 Talk session

Mining Software Repositories 6

Poster Session: May 9 | Talk Session: May 9
相关论文与出版物
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
20:00 – 21:00 Talk session

Software Ecosystems 2

Talk Session: May 13
相关论文与出版物
- Nufix: Escape From NuGet Dependency Maze
  
  Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
21:00 – 22:00 Talk session

Machine Learning with and for SE 8

Talk Session: May 11
相关论文与出版物
- Learning to Reduce False Positives in Analytic Bug Detectors
  
  Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin Clement, Neel Sundaresan
21:00 – 22:00 Talk session

Human Aspects of SE 5

Talk Session: May 13
相关论文与出版物
- Including Everyone, Everywhere: Understanding Opportunities and Challenges of Geographic Gender-Inclusion in OSS
  
  Gede Artha Azriadi Prana, Denae Ford, Ayushi Rastogi, David Lo, Rahul Purandare, Nachiappan Nagappan
22:00 – 23:00 Talk session

Human Aspects of SE 4

Additional sessions on May 10, 11, and 13
相关论文与出版物
- A Tale of Two Cities: Software Developers Working from Home During the COVID-19 Pandemic.
  
  Denae Ford, Margaret-Anne Storey, Tom Zimmermann, Christian Bird, Sonia Jaffe, Chandra Maddila, Jenna Butler, Brian Houck, Nachi Nagappan
- "Can You Help Me?" An Experience Report of Teamwork in a Game Coding Camp for Autistic High School Students
  
  Makayla Moster, Ella Kokinda, Matthew Re, James Dominic, Jason Lehmann, Andrew Begel, Paige Rodeghero
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
22:00 – 23:00 Talk session

Release Engineering and DevOps 2

Chair: Christian Bird

05:00 – 06:00 Talk session

Mining Software Repositories 2

Talk Session: May 12
相关论文与出版物
- An empirical study of release note production and usage in practice
  
  Tingting Bi, Xin Xia, David Lo, John Grundy, Tom Zimmermann
11:00 – 12:00 Talk session

Reliability and Safety 6

Talk Session: May 9
相关论文与出版物
- TOGA: A Neural Method for Test Oracle Generation
  
  Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri
12:00 – 13:00 Talk session

Program Analysis 5

Talk Session: May 12
相关论文与出版物
- A Static Analysis Framework for Data Science Notebooks
  
  Pavle Subotić, Lazar Milikić, Milan Stojić
12:00 – 13:00 Talk session

Software Ecosystems 3

Talk Session: May 12
相关论文与出版物
- Nufix: Escape From NuGet Dependency Maze
  
  Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
13:00 – 14:00 Talk session

Human Aspects of SE 7

Talk Session: May 12
相关论文与出版物
- Including Everyone, Everywhere: Understanding Opportunities and Challenges of Geographic Gender-Inclusion in OSS
  
  Gede Artha Azriadi Prana, Denae Ford, Ayushi Rastogi, David Lo, Rahul Purandare, Nachiappan Nagappan
14:00 – 15:00 Talk session

Soft Skills 2

Talk Session: May 12
相关论文与出版物
- "Can You Help Me?" An Experience Report of Teamwork in a Game Coding Camp for Autistic High School Students
  
  Makayla Moster, Ella Kokinda, Matthew Re, James Dominic, Jason Lehmann, Andrew Begel, Paige Rodeghero

09:00 – 12:00 Talk session

New Faculty Symposium 1

Day Opening and Closing Remarks: Alex Orso, Dongmei Zhang

09:00 – 16:00 Workshop

1st International Workshop on Recruiting Participants for Empirical Software Engineering (RoPES’22)

Neil Ernst, Jeffrey C. Carver, Carianne Pretorius, Preetha Chatterjee, Alexander Serebrenik, Bonita Sharif, Matthew Smith

Program Committee: Christian Bird
09:00 – 12:00 Talk session

New Faculty Symposium 2

Day Opening and Closing Remarks: Alex Orso, Dongmei Zhang
13:40 – 15:15 Talk session

Session 3: Test generation I
相关论文与出版物
- Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers
  
  Michele Tufano, Dawn Drain, Alexey Svyatkovskiy, Neel Sundaresan

12:00 – 13:00 Talk session

Session 2: Software Professionals
相关论文与出版物
- How Developers and Managers Define and Trade Productivity for Quality
  
  Margaret-Anne D. Storey, Brian Houck, Tom Zimmermann
20:00 – 20:50 Talk session

Session 6: Maintenance & Testing
相关论文与出版物
- Methods2Test: A dataset of focal methods mapped to test cases
  
  Michele Tufano, Shao Kun Deng, Neel Sundaresan, Alexey Svyatkovskiy
21:00 – 21:50 Talk session

Session 7: Developer Wellbeing & Project Communication
相关论文与出版物
- A Culture of Productivity: Maximizing Productivity by Maximizing Wellbeing
  
  Brian Houck

05:00 – 05:50 Talk session

Session 10: Security
相关论文与出版物
- LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries
  
  Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
21:00 – 21:50 Talk session

Session 13: Security & Quality
相关论文与出版物
- Microsoft CloudMine: Data Mining for the Executive Order on Improving the Nation’s Cybersecurity
  
  Kim Herzig, Luke Gostling, Maximilian Grothusmann, Nora Huang, Sascha Just, Alan Klimowski, Yashasvini Ramkumar, Myles McLeroy, Kivanc Muslu, Hitesh Sajnani, Varsha Vadaga

Microsoft at ICSE 2022

Monday, May 9, 2022

Poster Session 1

Reliability and Safety 3

Search-Based Software Engineering 2

Reliability and Safety 4

Software Security 3

Program Analysis 3

Mining Software Repositories 3

Tuesday, May 10, 2022

Software Security 1

Reliability and Safety 1

Search-Based Software Engineering 1

Software Testing 2

Machine Learning with and for SE 9

Software Engineering in Society

Program Comprehension 5

Program Analysis 4

Town Hall

Validation and Verification 4

Software Testing 6

Wednesday, May 11, 2022

Validation and Verification 2

Human Aspects of SE 2

Machine Learning with and for SE 2

Program Comprehension 1

Machine Learning with and for SE 10

Machine Learning with and for SE 11

Software Security 8

Synthesis and Reverse Engineering

Machine Learning with and for SE 7

Software Security 5

Program Comprehension 3

Thursday, May 12, 2022

Synthesis and Analysis

Program Analysis 1

Mining Software Repositories 5

Mining Software Repositories 6

Software Ecosystems 2

Machine Learning with and for SE 8

Human Aspects of SE 5

Human Aspects of SE 4

Release Engineering and DevOps 2

Friday, May 13, 2022

Mining Software Repositories 2

Reliability and Safety 6

Program Analysis 5

Software Ecosystems 3

Human Aspects of SE 7

Soft Skills 2

Monday, May 16, 2022

New Faculty Symposium 1

Tuesday, May 17, 2022

1st International Workshop on Recruiting Participants for Empirical Software Engineering (RoPES’22)

New Faculty Symposium 2

Session 3: Test generation I

Wednesday, May 18, 2022

Session 2: Software Professionals

Session 6: Maintenance & Testing

Session 7: Developer Wellbeing & Project Communication

Thursday, May 19, 2022

Session 10: Security

Session 13: Security & Quality