Publications

Peer-reviewed papers in international journals, conferences, and domestic venues.

International Journals & Conferences

2026

AACL-IJCNLP 2026 (Findings)

Grounded Revision vs. Prior Injection: Probing Retrieval-Augmented Patent Claim Amendment

Leo, J. M., Min, H. S., Jang, Y., Zidny, I., Chung, J. W., & Choi, S.

LLMPatentRAG

SIGIR 2026

T-RADAR: Simulating Trademark Examination as an Interactive Retrieval Interface for Conflict Risk Assessment

Seo, Y., Lee, N., Min, H. S., & Choi, S.

Information RetrievalTrademarkLLM Agent

Neurocomputing

Controlling augmentations for balancing invariance and diversification in one-shot image classification

Jung, K., Seo, Y., Jung, Y., Cho, S., Min, H. S., Choi, S., & Kim, J.

Diffusion ModelData AugmentationFew-shot Learning

Array

Stamp removal from real documents: A diffusion-based approach with EA-RMSE evaluation

Lee, S., Lee, N., Baek, J., Min, H. S., Choi, S., & Hwang, S.

Diffusion ModelDocument AI

AAAI 2026 Workshop

Soft Filtering: Guiding Zero-shot Composed Image Retrieval with Prescriptive and Proscriptive Constraints

Jung, Y., Cho, S., Min, H. S., & Choi, S.

Vision-LanguageImage RetrievalMLLM

AAAI 2026 Workshop (Oral)

STELLAR: Scene Text Editor for Low-Resource Languages and Real-World Data

Seo, Y., Min, H. S., & Choi, S.

CODE Scene Text EditingDiffusion ModelLow-Resource Languages

2025

IEEE Access

KoDi: A Korean Diffusion Model for Bilingual Text-to-Image Generation and Cultural Fidelity

Jung, K., Lee, N., & Choi, S.

CODE Diffusion ModelText-to-ImageKorean NLP

NLLP @ EMNLP 2025

PILOT-Bench: A Benchmark for Legal Reasoning in the Patent Domain with IRAC-Aligned Classification Tasks

Jang, Y., Lee, C., Min, H. S., & Choi, S.

CODE LLMPatentLegal ReasoningBenchmark

AAAI 2025 Workshop

Multi-LLM Collaborative Caption Generation in Scientific Documents

Kim, J., Lee, J., Choi, H.-J., Hsu, T.-Y., Huang, C.-Y., Kim, S., Rossi, R., Yu, T., Giles, C. L., Huang, T.-H. K., & Choi, S.

CODE LLMScientific DocumentCaption Generation

2024

ECCV 2024 Workshop

Self-Accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method

Choi, H.-J., Na, D., Cho, K., Bae, B., Kong, S. T., Ahn, H., Choi, S., & Kim, J.

Vision TransformerMedical AI

ASRM 2024

Enhancing infertility care with a ChatGPT-based chatbot: integrating clinical and community insights for improved patient support

Lee, C., Chae, H. J., Kim, H. M., Lee, H., Choi, S., & Min, H. S.

LLMHealthcare AI

ECCV 2024 Workshop

DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling

Jung, K., Seo, Y., Cho, S., Kim, J., Min, H. S., & Choi, S.

CODE Diffusion ModelLLMData Augmentation

IEMS

SYnet: 4D Convolutional Neural Network-Based Maintenance Lift Vehicle Demand Prediction Model for a Large Shipyard

Jung, K., Choi, S., Jang, S., & Kim, M.

CNNSmart Manufacturing

2023

EACL 2023 (Findings)

Bag of Tricks for In-Distribution Calibration of Pretrained Transformers

Kim, J., Na, D., Choi, S., & Lim, S.

NLPTransformersCalibration

BMVC 2023

Improving Out-of-Distribution Detection Performance using Synthetic Outlier Exposure Generated by Visual Foundation Models

Kwon, G., Kim, J., Choi, H.-J., Yoon, B. M., Choi, S., & Jung, K.-H.

CODE OOD DetectionDiffusion ModelVision

ACL 2023 (Findings)

Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers

Kim, J., Jung, K., Na, D., Jang, S., Park, E., and Choi, S.

NLPTransformersOOD Detection

2022

TFSC

Deep learning for patent landscaping using transformer and graph embedding

Choi, S., Lee, H., Park, E. and Choi, S.

CODE NLPPatent

Scientometrics

A two-stage deep learning-based system for patent citation recommendation

Choi, J., Lee, J., Yoon, J., Jang, S., Kim, J. and Choi, S.

NLPPatent

2021

Technology, Knowledge & Learning

Spelling Errors in Korean Students' Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring

Lee, H., Ha, M., Lee, J., Aini, R.Q., Rusmana, A.N., et al.

NLPEducation AI

Computers in Industry

Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard

Lee, H., Lee, J., An, M., Park, G. and Choi, S.

Smart ManufacturingAI Application

2020

TFSC

Hybrid machine learning approach for popularity prediction of newly released contents of online video streaming services

Jeon, H., Seo, W., Park, E. and Choi, S.

Log Data AnalysisAI Application

Scientometrics

A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks

Jeong, C., Jang, S., Park, E. and Choi, S.

CODE NLPGCN

Scientometrics

Patent document clustering with deep embeddings

Kim, J., Yoon, J., Park, E. and Choi, S.

NLPPatent

Neurocomputing

Text Classification using Capsules

Kim, J., Jang, S., Park, E. and Choi, S.

CODE NLP

Domestic Journals & Conferences (국내 논문)

산업기술연구2025

컨테이너 터미널의 작업 부하 균등화: 시스템 로직 투명성의 역할

장예훈, 김소정, 이가경, 김태희, 최성철, 고성길, 유태선

Smart LogisticsAI Application

한국정보과학회2025

특허 청구항 해석 지원 정보 보존을 위한 청구항 기반 추출적 요약

이채원, 장예훈, 최성철

NLPPatent

Brain, Digital, & Learning2023

Development of an unsupervised learning-based automated evaluation system of descriptive assessment

하민수, 최진선, 임다니엘, 최성철, 주재걸, 신철균, 박지선

NLPEducation AI

한국정보과학회2023

태스크 유형 기반 프롬프트 선택 시스템: 다중 태스크를 위한 단일 지시 학습 모델 프롬프트 엔지니어링 기법

장예훈, 최성철

NLPLLMPrompt Engineering

마케팅관리연구2022

Luxury Images on Instagram: Computational Analysis of Images Posted by Luxury Fashion Brands

유진영, 최성철

Computer VisionSocial MediaMarketing

현장과학교육2019

학습 지원 도구로서의 서술형 평가 그리고 인공지능의 활용: WA3I 프로젝트 사례

하민수, 이경건, 신세인, 이준기, 최성철, 주재걸, 김남형, 이현주, 이종호, 이주림, 조용장, 강경필, 박지선

NLPEducation AI