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Sukyoung Ryu

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Open access Oct 2026

Quantum Monte Carlo Estimation via Probabilistic Programming

Monte Carlo methods are fundamental to finance, system verification, and scientific simulation, but converge slowly: achieving an additive error of є requires O(1/є2) samples. Quantum Amplitude Estimation (QAE) offers a quadratic speedup by encoding the target probabilistic model into a quantum circuit. However, constr...

Seungmin Jeon, Jaeho Choi, J. Jeon et al. · 0 citations
Preprint Aug 2026

SpecTrum: Specification-Guided Differential Fuzzing for Ethereum Consensus Clients

Ethereum's consensus safety relies on independent consensus client implementations agreeing on every state transition. When they diverge due to implementation errors, the network can fork, finality can stall, and severe attacks are possible. To prevent such consensus divergences, Ethereum provides a Python reference im...

S. Jeong, Gyeongmin Dan, Sukyoung Ryu et al. · 0 citations
Open access Aug 2026

Rust’s Type Checker Implementation Is Unsound: An Empirical Study on Soundness Bugs in rustc

An empirical study of 30 issues that report potential soundness bugs in rustc, collected from the GitHub issue tracker between January 1, 2022 and September 1, 2025, indicates that certain soundness bugs, typically triggered by implied bounds or trait objects, compromise memory safety.

Yusung Sim, Sukyoung Ryu, Jaemin Hong · 0 citations

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