Hyungi Lee

Parallel Test-Time Scaling with Multi-Sequence Verifiers

Verbalized Confidence Triggers Self-Verification: Emergent Behavior Without Explicit Reasoning Supervision

Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series

Test Time Scaling for Neural Processes

Compact Memory for Continual Logistic Regression

Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation

Variational Bayesian Pseudo-Coreset

Dimension Agnostic Neural Processes

PANGEA: Projection-Based Augmentation with Non-Relevant General Data for Enhanced Domain Adaptation in LLMs

Calibrated Decision-Making through Large Language Model-Assisted Retrieval