Publications
Peer-reviewed papers in international journals, conferences, and domestic venues.
International Journals & Conferences
2024
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.
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
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
Technological Forecasting & Social Change
Deep learning for patent landscaping using transformer and graph embedding ↗
Choi, S., Lee, H., Park, E. and Choi, S.
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
Technological Forecasting & Social Change
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.
NLPGCN
Scientometrics
Neurocomputing
Domestic Journals (국내 논문)
현장과학교육
학습 지원 도구로서의 서술형 평가 그리고 인공지능의 활용: WA3I 프로젝트 사례
2019하민수, 이경건, 신세인, 이준기, 최성철, 주재걸, 김남형, 이현주, 이종호, 이주림, 조용장, 강경필, 박지선
NLPEducation AI
Working Papers
Convolutional Neural Net based Maintenance Lift Vehicle Demand Prediction Model Considering Types of an Equipment and Process in a Large-Scale Shipyard
In ProgressSmart Manufacturing