공과대학 산업공학과 조성준 명예교수Sungzoon Cho, , Professor Emeritus

논문제목 : Mitigating Reward Extrapolation Errors with Subgoal-based Preference Optimization through Attention Weight in Offline Preference-Based Reinforcement Learning

논문제목 : Modeling Inter Series Dependency via Latent Alignment for Multivariate Time Series Forecasting

논문제목 : Evidence-Grounded Retrieval-Augmented Generation for Statutory Alignment in Administrative Documents

논문제목 : Post-Retrieval Context Engineering based RAG for Medical Question Answering

논문제목 : IntentSDR: An LLM-based Framework for Scalable and Citation-Intent-aware Scientific Document Retrieval Benchmarking

논문제목 : Constructing SemiCon-MMLU: A Domain-Specific Benchmark for Evaluating LLMs and Prompt Strategies in Semiconductor Manufacturing

논문제목 : An Interpretable Local Editing Model for Counterfactual Medical Image Generation

논문제목 : Mitigating Class Imbalance in Acoustic Emission Classification Using Spectrogram Generative Adversarial Network

논문제목 : Understanding User Perception of Human-LLM Collaboration in AI-Assisted Strategic planning

논문제목 : An Empirical Assessment of Legal Risk in LLMs via Joint Benchmark Evaluation

논문제목 : Query Expansion with Large Language Models for Scalable Information Retrieval Systems

논문제목 : Text-to-SQL with Table Retrieval and Metadata

논문제목 : 스마트폰 기반 북한군 저고도 무인항공기 식별

논문제목 : Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding

논문제목 : Image Captioning and Item Retrieval with Vision-Language Models and LLM-Generated Data in Fashion Domain