정우환Woohwan Jung

A Single Model Ensemble Framework for Neural Machine Translation using Pivot Translation

Seokjin Oh, Keonwoong Noh, Woohwan Jung

A Tree-based RAG Framework for Evidence-Intensive QA via Adaptive Planning and Topology-Aware Evidence Gathering

Songeun Lee, Kyungjin Min, Injae Na, Suyeong Lee, Chiyoung Kim, Woohwan Jung

Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation

Kyunghoon Jeon, Youmin Ko, Woohwan Jung, Hyunjoon Kim

Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models

Injae Na, Keonwoong Noh, Woohwan Jung

Cardinality Estimation of LIKE Predicate Queries using Deep Learning

Suyong Kwon, Kyuseok Shim, Woohwan Jung

CARE: A Framework for Correcting Numerical Hallucinations in LLM-Generated Financial Texts

Jian Kim, Woohwan Jung

Data Augmentation for Messenger Phishing Detection Using Large Language Models

Keonwoong Noh, Seokjin Oh, Sunyub Kim, Dohyung An, Woohwan Jung

DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters

Daeyoung Hong, Woohwan Jung, Kyuseok Shim