Postdoctoral Researcher at USI Università della Svizzera italiana
Lugano, Ticino, Switzerland
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Summary
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Senior
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Top School
Jinhan Kim is a postdoctoral researcher at TAU Lab, USI Lugano, with a decade of experience in software engineering research focused on mutation testing, fault localization, and testing of deep learning systems. He earned his Ph.D. at KAIST under Prof. Shin Yoo and has held visiting and postdoc roles bridging South Korea and Switzerland, including work funded by European Horizon and NRF Korea fellowships. Jinhan combines rigorous empirical methods with practical tooling development to advance software and AI robustness, often targeting evaluative gaps in automated testing. His projects reflect interdisciplinary collaboration and an eye for reproducible research, informed by international exchange programs and academia-industry funding. Based in Lugano, he brings both theoretical depth and hands-on experimental expertise to security- and reliability-centered research initiatives.
10 years of coding experience
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Korea Advanced Institute of Science and Technology
Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
Contributions:1 release, 16 commits, 15 pushes in 2 years 4 months
deep-learningtestingsurprise-adequacy
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