Seungmin Jin

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents2026
• Reproducible benchmark of wavelet-enhanced intrabody communication biometric identification2026
• ContextRAG: Extraction-Free Hierarchical Graph Construction for Retrieval-Augmented Generation2026
• RSD: Moving Local Triangular Charts for Auditing Language-Model Hidden States2026
• From Patterns to Predictions: A Shapelet-Based Framework for Directional Forecasting in Noisy Financial Markets2025
• An Empirical Study on How People Perceive AI-generated Music2022
• ST-GRAT: A Novel Spatio-temporal Graph Attention Networks for Accurately Forecasting Dynamically Changing Road Speed2020 · аннотациясвернуть

  Predicting road traffic speed is a challenging task due to different types of roads, abrupt speed change and spatial dependencies between roads; it requires the modeling of dynamically changing spatial dependencies…

• Deep learning approach for predicting functional Z-DNA regions using omics data2020 · аннотациясвернуть

  Computational methods to predict Z-DNA regions are in high demand to understand the functional role of Z-DNA. The previous state-of-the-art method Z-Hunt is based on statistical mechanical and energy considerations…