Author

Somin Kim

Observed name: Kim, Somin

Institutions: Korea Advanced Institute of Science and Technology, Yonsei University

Observed institutions: Korea Advanced Institute of Science and Technology, Yonsei University, Sejong University

ORCID: 0009-0007-8917-7302

Observed ORCID: 0009-0007-8917-7302

OpenAlex ID: A5035122496

Clotho: Measuring Task-Specific Pre-Generation Test Adequacy for LLM Inputs

2026 · Juyeon Yoon, Somin Kim, et al. · Proceedings of the ACM on software engineering. · 5

DANDI: Diffusion as Normative Distribution for Deep Neural Network Input

2025 · Somin Kim, Shin Yoo · IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest) · 2

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Capturing Semantic Flow of ML-based Systems

2025 · Shin Yoo, Robert Feldt, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 1

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A Neural Network Approach for Domain Reduction in High-Dimensional Optimization Problem

2025 · Nam Thanh Vo, Huy L. N. G. Tang, et al. · Mechanisms and machine science · 1

Moments of characteristic polynomials at random matrix Gram points

2026 · Hughes, Christopher, Kim, Somin · arXiv (Cornell University)

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Foreword: Pre-Generation Prediction and Characterisation of LLM Test Failures using the Jacobian Lens

2026 · Kim, Somin, Feldt, Robert, et al. · arXiv (Cornell University)

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Range-GRPO: Policy Optimization via Pairwise Relations among Reward Intervals

2026 · Lee, Ryunyi, Noh, Kangjun, et al. · arXiv (Cornell University)

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Analyzing the Latent Input Space of LLMs for Systematic Prompt Testing

2026 · Somin Kim · IEEE International Conference on Software Testing, Verification and Validation (ICST)

Works count: 8

Citation count: 9

H-index: 2

I10-index: