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The paper reading group meets weekly during the semester to discuss papers. Participation is open to all, guests are always welcome; if you are interested in receiving invitations contact the organizer.
Each week we will discuss a different paper. The paper to discuss is announced about one week in advance by the organizer. All participants are expected to read the paper before the meeting. It is recommended to take notes about insights, questions, and other points potentially worth discussing.
The goals of the reading group are:
- Critical reflection on scientific work
- Practice of reading and argumentation strategies
- Exposure to a broad range of research topics
- Practice of leading group discussions
The discussion is limited to one hour. The discussion is led by a moderator, who may also set a focus for the discussion. The moderator will kick off the meeting by giving a short summary of the paper and raising a few points for discussion. The moderator should try to incorporate all participants into the discussion. The moderator role rotates through all participants. The moderator is encouraged to help with the selection of a paper that week.
Here is one blogpost about How to Read Academic Papers.
Tang, Yiming, et al. "Automated evolution of feature logging statement levels using Git histories and degree of interest." Science of Computer Programming 214 (2022): 102724. Moderator: Phil Cuvin
North, Kevin J., Anita Sarma, and Myra B. Cohen. "Understanding git history: A multi-sense view." Proceedings of the 8th International Workshop on Social Software Engineering. 2016. Moderator: Xinyan He
Saha, Ripon K., et al. "SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions."ICSE2022 [presentation] Moderator: Chan Yang
Reid, David, Mahmoud Jahanshahi, and Audris Mockus. The Extent of Orphan Vulnerabilities from Code Reuse in Open Source Software. (ICSE2022). Moderator: Arjun Sridharkumar
Yan, Jing Nathan, Ziwei Gu, and Jeffrey M. Rzeszotarski. "Tessera: Discretizing data analysis workflows on a task level." Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021. Moderator: Enmeng Liu
Gote, Christoph, et al. "Big Data= Big Insights? Operationalising Brooks' Law in a Massive GitHub Data Set." ICSE (2022). Moderator: Jiayi Sun
Li, Renee, et al. Code of Conduct Conversations in Open Source Software Projects on Github. Proceedings of the ACM on Human-Computer Interaction 5.CSCW1 (2021): 1-31. Moderator: Minghao Li
Hanses, Sarah, and Jennifer Wang. How Do Users Interact with AI Features in the Workplace? Understanding the AI Feature User Journey in Enterprise. CHI Conference on Human Factors in Computing Systems Extended Abstracts. 2022. Moderator: Shurui Zhou
Muller, Michael, et al. How data science workers work with data: Discovery, capture, curation, design, creation. Proceedings of the 2019 CHI conference on human factors in computing systems. 2019. Moderator: Enmeng Liu
Nguyen, Giang, et al. Manas: Mining Software Repositories to Assist AutoML. ICSE2022. Moderator: Shurui Zhou
Chopra, Ashish, et al. @ alex, this fixes# 9": Analysis of Referencing Patterns in Pull Request Discussions. CSCW(2021): 1-25. Moderator: Jiayi Sun
Jimenez, Matthieu, et al. The importance of accounting for real-world labelling when predicting software vulnerabilities. Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). 2019.Moderator: Arjun Sridharkumar
Wang, Dakuo, et al.Autods: Towards human-centered automation of data science. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 2021. Moderator: Enmeng Liu
Yang, Qian, et al. Grounding interactive machine learning tool design in how non-experts actually build models. Proceedings of the 2018 designing interactive systems conference. 2018. Moderator: Shurui Zhou
Liu, Chengwei, et al. Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem. ICSE 2022.Moderator: Jiayi Sun
A. Sabetta and M. Bezzi, A practical approach to the automatic classification of security-relevant commits, in Proceedings of the 34th IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE, 2018 Moderator: Arjun Sridharkumar
Maltbie, Nicholas, et al. XAI tools in the public sector: A case study on predicting combined sewer overflows. Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. 2021. Moderator: Enmeng Liu
Sung, Chungha, et al. Towards understanding and fixing upstream merge induced conflicts in divergent forks: An industrial case study. Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering in Practice. 2020 Moderator: Shurui Zhou
Ma, Wanwangying, et al. How do developers fix cross-project correlated bugs? a case study on the github scientific python ecosystem 2017 IEEE/ACM 39th International Conference on Software Engineering (ICSE). IEEE, 2017. Moderator: Jiayi Sun
Sabottke, Carl, Octavian Suciu, and Tudor Dumitraș. Vulnerability disclosure in the age of social media: Exploiting twitter for predicting real-world exploits 24th {USENIX} Security Symposium ({USENIX} Security 15). 2015. Moderator: Arjun Sridharkumar
Wu, Huayao, et al. Identifying Key Features from App User Reviews. 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). IEEE, 2021.Moderator: Enmeng Liu
Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudik, and Hanna Wallach. 2019. Improving fairness in machine learning systems: What do industry practitioners need? In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. ACM, 600.Moderator: Shurui Zhou
Arvanitou, Elvira-Maria, et al. Software engineering practices for scientific software development: A systematic mapping study. Journal of Systems and Software 172 (2021): 110848. Moderator: Jiayi Sun
Liao, Q. Vera, Daniel Gruen, and Sarah Miller. Questioning the AI: informing design practices for explainable AI user experiences. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 2020. Moderator: Enmeng Liu
Zhao, Liping, et al. "Natural Language Processing for Requirements Engineering: A Systematic Mapping Study." ACM Computing Surveys (CSUR) 54.3 (2021): 1-41. Moderator: Shurui Zhou
Zhou, J., Pacheco, M., Wan, Z., Xia, X., Lo, D., Wang, Y., & Hassan, A. E. Finding A Needle in a Haystack: Automated Mining of Silent Vulnerability Fixes. ASE'2021. Moderator: Jiayi Sun
Pornprasit, C., Tantithamthavorn, C., Jiarpakdee, J., Fu, M., & Thongtanunam, P. PyExplainer: Explaining the Predictions of Just-In-Time Defect Models. ASE2021 Moderator: Enmeng Liu
Wang et al. Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI. Proceedings of the ACM on Human-Computer Interaction 3, no. CSCW (2019): 1-24. Moderator: Shurui Zhou
Zhang, Jie M., and Mark Harman. "Ignorance and Prejudice” in Software Fairness. 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). IEEE, 2021.Moderator: Shurui Zhou
Rath, Michael, et al. Traceability in the wild: automatically augmenting incomplete trace links. Proceedings of the 40th International Conference on Software Engineering. 2018. Moderator: Zihan Chen
Biazzini, Marco, and Benoit Baudry. May the fork be with you: novel metrics to analyze collaboration on GitHub. Proceedings of the 5th international workshop on emerging trends in software metrics. 2014.Moderator: Linhao Liu
Lisha Li, Zhilei Ren, Xiaochen Li, Weiqin Zou, and He Jiang. 2018. How are Issue Units Linked? Empirical Study on the Linking Behavior in GitHub. In Proceedings of the 25th Asia-Pacific Software Engineering Conference. Moderator: Nilofer Hyder
Saini, Vaibhav, et al. Oreo: Detection of clones in the twilight zone. Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. 2018. Moderator: Hamza Dugmag
Chattopadhyay, Souti, et al. What's Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 2020. Moderator: Jimmy Yang
Kim, Youngtaek, et al. Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis. arXiv preprint arXiv:2009.03115 (2020).Moderator: Vicky Xu
Li, Jian, et al. Software defect prediction via convolutional neural network. 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS). IEEE, 2017.Moderator: Willis Guo
Hepworth, Ammon I., et al. Automated conflict avoidance in multi-user CAD. Computer-Aided Design and Applications 11.2 (2014): 141-152. Moderator: Jasmine Zhang
Heaton, Dustin, and Jeffrey C. Carver. Claims about the use of software engineering practices in science: A systematic literature review. Information and Software Technology 67 (2015): 207-219. Moderator: Sophie Kim
García, S., Strüber, D., Brugali, D., Berger, T. and Pelliccione, P., 2020, November. Robotics software engineering: A perspective from the service robotics domain. In Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (pp. 593-604). (ESEF/FSE 2020). Moderator: Jiayi Sun
Weinman, Nathaniel, Titus Barik, Steven M. Drucker, and Rob DeLine. Fork It: Supporting Stateful Alternatives in Computational Notebooks. (CHI2021). Moderator: Shurui Zhou