Practical and Explainable Analytics to Prevent Future Software Defects

Research output

Research output per year 2019 2021 2022 2023

• 13 Conference Paper
• 11 Article

Research output per year

Research output per year

Search results

• 2023

  D-ACT: Towards diff-aware code transformation for code review under a time-wise evaluation

  Pornprasit, C., Tantithamthavorn, C., Thongtanunam, P. & Chen, C., 2023, Proceedings - 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023. Zhang, T., Xia, X. & Novielli, N. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 296-307 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
• 2022

  AutoTransform: automated code transformation to support modern code review process

  Thongtanunam, P., Pornprasit, C. & Tantithamthavorn, C., 2022, Proceedings - 2022 ACM/IEEE 44th International Conference on Software Engineering, ICSE 2022. Damian, D. & Zeller, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 237-248 12 p. (Proceedings - International Conference on Software Engineering; vol. 2022-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  9 Citations (Scopus)

• CommentFinder: a simpler, faster, more accurate code review comments recommendation

  Hong, Y., Tantithamthavorn, C., Thongtanunam, P. & Aleti, A., 2022, Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 507-519 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• Explainable AI for Android malware detection: towards understanding why the models perform so well?

  Liu, Y., Tantithamthavorn, C., Li, L. & Liu, Y., 2022, Proceedings - 2022 IEEE 33rd International Symposium on Software Reliability Engineering, ISSRE 2022. Ivaki, N. & Zhou, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 169-180 12 p. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  2 Citations (Scopus)

• LineVul: A Transformer-based Line-Level Vulnerability Prediction

  Fu, M. & Tantithamthavorn, C., 2022, Proceedings - The 2022 Mining Software Repositories Conference, MSR 2022. Lamothe, M. & Wan, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 608-620 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  23 Citations (Scopus)

• VulRepair: a T5-based automated software vulnerability repair

  Fu, M., Tantithamthavorn, C., Le, T., Nguyen, V. & Phung, D., Nov 2022, Proceedings of the 30th ACM Joint Meeting - European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 935-947 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  8 Citations (Scopus)

• Where should I look at? Recommending lines that reviewers should pay attention to

  Hong, Y., Tantithamthavorn, C. K. & Thongtanunam, P. P., 2022, Proceedings - 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2022. Codabux, Z. & Izurieta, C. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1034-1045 12 p. (Proceedings - 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  4 Citations (Scopus)
• 2021

  Assessing the students' understanding and their mistakes in code review checklists: an experience report of 1,791 code review checklist questions from 394 Students

  Chong, C. Y., Thongtanunam, P. & Tantithamthavorn, C., 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Joint Track on Software Engineering Education and Training, ICSE-JSEET 2021. Erdogmus, H. & M. Moreno, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 20-29 10 p. (Proceedings - International Conference on Software Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  10 Citations (Scopus)

• Explainable AI for software engineering

  Tantithamthavorn, C. K. & Jiarpakdee, J., 2021, Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021. Hao, D. & Poshyvanyk, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-2 2 p. (Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
  10 Citations (Scopus)

• JITLine: a simpler, better, faster, finer-grained Just-In-Time defect prediction

  Pornprasit, C. & Tantithamthavorn, C. K., 2021, Proceedings - 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021. Blincoe, K. & Nagappan, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 369-379 11 p. (Proceedings - 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  32 Citations (Scopus)

• Practitioners' perceptions of the goals and visual explanations of defect prediction models

  Jiarpakdee, J., Tantithamthavorn, C. K. & Grundy, J., 2021, Proceedings - 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021. Blincoe, K. & Nagappan, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 432-443 12 p. (Proceedings - 2021 IEEE/ACM 18th International Conference on Mining Software Repositories, MSR 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  29 Citations (Scopus)

• PyExplainer: explaining the predictions of Just-In-Time defect models

  Pornprasit, C., Tantithamthavorn, C., Jiarpakdee, J., Fu, M. & Thongtanunam, P., 2021, Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021. Hao, D. & Poshyvanyk, D. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 407-418 12 p. (Proceedings - 2021 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  22 Citations (Scopus)
• 2020

  JITBot: an explainable Just-In-Time defect prediction bot

  Khanan, C., Luewichana, W., Pruktharathikoon, K., Jiarpakdee, J., Tantithamthavorn, C., Choetkiertikul, M., Ragkhitwetsagul, C. & Sunetnanta, T., 2020, Proceedings - 2020 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020. Le Goues, C. & Lo, D. (eds.). New York NY USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1336-1339 4 p. 9286007

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  33 Citations (Scopus)