Juyeon Yoon
PhD Candidate
School of Computing
Korea Advanced Institute of Science and Technology
291 Daehak Ro, Yuseong Gu
Daejeon 34141
Republic of Korea
Education
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PhD., Computer Science, KAIST Mar. 2022 - Present
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MSc., Computer Science, KAIST Mar. 2020 - Feb. 2022
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BSc., Computer Science, KAIST Mar. 2014 - Feb. 2020
Publication
*: equal contribution
Conference Papers
- Yoon, J., Kim, S., Kim, S., Jung, S., and Yoo, S., Integrating LLM-Based Text Generation with Dynamic Context Retrieval for GUI Testing. International Conference on Software Testing, Verification and Validation (Industry Track, ICST 2025) [pdf]
- Yoon, J., Feldt, R., and Yoo, S., Adaptive Testing for LLM-based Applications: A Diversity-based Approach. 8th IEEE Workshop on Next Level of Test Automation (A workshop co-located with ICST 2025) [pdf (preprint)]
- Dobslaw, F., Feldt, R., Yoon, J., and Yoo, S., Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy. 2030 Software Engineering 2025 (A workshop co-located with FSE 2025) [pdf (preprint)]
- An, G., Yoon, J., Bach, T., Hong, J., and Yoo, S., Just-in-Time Flaky Test Detection via Abstracted Failure Symptom Matching. International Conference on Software Maintenance and Evolution (Industry Track, ICSME 2024) [pdf] ⭐️ Best Industry Track Paper Award
- Yoon, J., Feldt, R., and Yoo, S., Intent-driven mobile gui testing with autonomous large language model agents. International Conference on Software Testing, Verification and Validation (ICST 2024) [pdf]
- Feldt, R., Kang, S., Yoon, J., and Yoo, S., Towards autonomous testing agents via conversational large language models. International Conference on Automated Software Engineering (New Ideas and Emerging Results Track, ASE 2023) [pdf]
- Kang, S.*, Yoon, J.*, and Yoo, S., Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction. International Conference on Software Engineering (ICSE 2023) [pdf]
- An, G.*, Yoon, J.*, Sohn, J., Hong, J., Hwang, D. and Yoo, S., Automatically Identifying Shared Root Causes of Test Breakages in SAP HANA2. International Conference on Software Engineering (Software Engineering in Practice Track, ICSE 2022) [pdf]
- Yoon, J., Chung, S., Shin, K., Kim, J., Hong, S., and Yoo, S., Repairing Fragile GUI Test Cases Using Word and Layout Embedding. International Conference on Software Testing, Verification and Validation (Industry Track, ICST 2022) [pdf]
- Yoon, J., and Yoo, S., Enhancing Lexical Representation of Test Coverage for Failure Clustering. International Workshop on Software Engineering Automation: A Natural Language Prospective. (A workshop co-located with ASE 2021) [pdf]
- An, G., Yoon, J., and Yoo, S., Searching for Multi-Fault Programs in Defects4J. International Symposium on Search Based Software Engineering. (Challenge Track, SSBSE 2021) [pdf]
- Lee, J., Jung, C., Park, Y.H., Lee, D., Yoon, J. and Yoo, S., Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embedding. International Symposium on Search Based Software Engineering. (SSBSE 2021) [pdf]
- An, G., Yoon, J., Whang, J.J., and Yoo, S., Improving Test Distance for Failure Clustering with Hypergraph Modelling. arXiv. [pdf]
- Cho, E.*, Yoon, J.*, Back, D., Lee, D., and Bae, D., DNN Model Deployment on Distributed Edges. International Workshop on Big data driven Edge Cloud Services. (A workshop co-located with ICWE 2021) [pdf]
Journal Papers
- Kang, S.*, Yoon, J.*, and Yoo, S., Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction. IEEE Transactions on Software Engineering (TSE, Published online 2024) [pdf]
Experience
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Research Intern, COINSE Lab, KAIST Sep. 2019 - Dec. 2019
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Research Intern, Systems Intelligence Lab, KAIST Mar. 2019 - Sep. 2019
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Web Developer, Artifriends Inc., Seongnam Jun. 2017 - Dec. 2018
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Research Intern, Networking & Mobile Systems Lab, KAIST Mar. 2017 - Jul. 2017