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

May 8, 2022 – May 20, 2022

Microsoft at ICSE 2022

Eastern Daylight Time (UTC -4)

위치: Hybrid | Pittsburgh, PA

모든 시간은 EDT (UTC -4)

20:00 – 21:00 Poster session

Poster Session 1

Talk Session: May 9 and 12
관련 출판물
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
20:00 – 21:00 Talk

Reliability and Safety 3

Talk Session: May 10
관련 출판물
- 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

Search-Based Software Engineering 2

Talk Session: May 10
관련 출판물
- 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

Reliability and Safety 4

Talk Session: May 13
관련 출판물
- TOGA: A Neural Method for Test Oracle Generation
  
  Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri
21:00 – 22:00 Talk

Software Security 3

Talk Session: May 11
관련 출판물
- 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

Program Analysis 3

Talk Session: May 10
관련 출판물
- 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

Mining Software Repositories 3

Poster Session: May 9 | Talk Session: May 12
관련 출판물
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford

03:00 – 04:00 Talk

Software Security 1

Talk Session: May 11
관련 출판물
- 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

Reliability and Safety 1

Talk Session: May 9
관련 출판물
- 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

Search-Based Software Engineering 1

Talk Session: May 9
관련 출판물
- 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

Software Testing 2
관련 출판물
- 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

Machine Learning with and for SE 9

Talk Session: May 11
관련 출판물
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
12:00 – 13:00 Talk

Software Engineering in Society

Talk Session: May 12
관련 출판물
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
13:00 – 14:00 Talk

Program Comprehension 5

Talk Session: May 11
관련 출판물
- 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

Program Analysis 4

Talk Session: May 9
관련 출판물
- 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

Validation and Verification 4

Talk Session: May 11
관련 출판물
- 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

Software Testing 6
관련 출판물
- 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

Validation and Verification 2

Talk Session: May 10
관련 출판물
- 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

Human Aspects of SE 2

Talk Session: May 12
관련 출판물
- 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

Machine Learning with and for SE 2
관련 출판물
- 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

Program Comprehension 1
관련 출판물
- 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

Machine Learning with and for SE 10

Talk Session: May 12
관련 출판물
- 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

Machine Learning with and for SE 11
관련 출판물
- 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

Software Security 8

Talk Session: May 9
관련 출판물
- 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

Synthesis and Reverse Engineering

Talk Session: May 12
관련 출판물
- 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

Machine Learning with and for SE 7

Talk Session: May 10
관련 출판물
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
20:00 – 21:00 Talk

Software Security 5

Talk Session: May 10
관련 출판물
- 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

Program Comprehension 3
관련 출판물
- Practitioners' Expectations on Automated Code Comment Generation
  
  Xing Hu, Xin Xia, David Lo, Zhiyuan Wan, Qiuyuan Chen, Tom Zimmermann

03:00 – 04:00 Talk

Synthesis and Analysis

Talk Session: May 11
관련 출판물
- 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

Program Analysis 1

Talk Session: May 13
관련 출판물
- A Static Analysis Framework for Data Science Notebooks
  
  Pavle Subotić, Lazar Milikić, Milan Stojić
11:00 – 12:00 Talk

Mining Software Repositories 5

Talk Session: May 13
관련 출판물
- 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

Mining Software Repositories 6

Poster Session: May 9 | Talk Session: May 9
관련 출판물
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
20:00 – 21:00 Talk

Software Ecosystems 2

Talk Session: May 13
관련 출판물
- Nufix: Escape From NuGet Dependency Maze
  
  Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
21:00 – 22:00 Talk

Machine Learning with and for SE 8

Talk Session: May 11
관련 출판물
- 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

Human Aspects of SE 5

Talk Session: May 13
관련 출판물
- 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

Human Aspects of SE 4

Additional sessions on May 10, 11, and 13
관련 출판물
- 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

Release Engineering and DevOps 2

Chair: Christian Bird

05:00 – 06:00 Talk

Mining Software Repositories 2

Talk Session: May 12
관련 출판물
- 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

Reliability and Safety 6

Talk Session: May 9
관련 출판물
- TOGA: A Neural Method for Test Oracle Generation
  
  Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri
12:00 – 13:00 Talk

Program Analysis 5

Talk Session: May 12
관련 출판물
- A Static Analysis Framework for Data Science Notebooks
  
  Pavle Subotić, Lazar Milikić, Milan Stojić
12:00 – 13:00 Talk

Software Ecosystems 3

Talk Session: May 12
관련 출판물
- Nufix: Escape From NuGet Dependency Maze
  
  Zhenming Li, Ying Wang, Zeqi Lin, Shing-Chi Cheung, Jian-Guang Lou
13:00 – 14:00 Talk

Human Aspects of SE 7

Talk Session: May 12
관련 출판물
- 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

Soft Skills 2

Talk Session: May 12
관련 출판물
- "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

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

New Faculty Symposium 2

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

Session 3: Test generation I
관련 출판물
- 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 2: Software Professionals
관련 출판물
- How Developers and Managers Define and Trade Productivity for Quality
  
  Margaret-Anne D. Storey, Brian Houck, Tom Zimmermann
20:00 – 20:50 Talk

Session 6: Maintenance & Testing
관련 출판물
- 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 7: Developer Wellbeing & Project Communication
관련 출판물
- A Culture of Productivity: Maximizing Productivity by Maximizing Wellbeing
  
  Brian Houck

05:00 – 05:50 Talk

Session 10: Security
관련 출판물
- 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 13: Security & Quality
관련 출판물
- 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