Research - paper

International Journals & Conference

Jung, K., Seo, Y., Cho, S., Kim, J., Min, H. S., & Choi, S. (2024). DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling. ECCV 2024 workshop (2024).
Jung, K., Choi, S., Jang, S., & Kim, M. (2024). SYnet: 4D Convolutional Neural Network-Based Maintenance Lift Vehicle Demand Prediction Model for a Large Shipyard. Industrial Engineering & Management Systems, 23(2), 290-300.

Kim, J., Jung, K., Na, D., Jang, S., Park, E., and Choi, S. 2023. Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. In Findings of the Association for Computational Linguistics: ACL 2023, pages 1469–1482, Toronto, Canada. Association for Computational Linguistics.

Choi, S., Lee, H., Park, E. and Choi, S., 2022. Deep learning for patent landscaping using transformer and graph embedding. Technological Forecasting and Social Change, 175, p.121413. NLP PATENT
What Makes “GOOD” Fashion Images on Instagram? Computational Analysis of Images Posted by Luxury Fashion Brands, AI_APPLICATION
Choi, J., Lee, J., Yoon, J., Jang, S., Kim, J. and Choi, S., 2022. A two-stage deep learning-based system for patent citation recommendation. Scientometrics , pp.1-22. NLP PATENT

Lee, H., Ha, M., Lee, J., Aini, R.Q., Rusmana, A.N., Sya’bandari, Y., Lee, J.K., Shin, S., Lee, G.G., Choo, J. and Choi, S., 2021. Spelling Errors in Korean Students’ Constructed Responses and the Efficacy of Automatic Spelling Correction on Automated Computer Scoring. Technology, Knowledge and Learning, pp.1-21.Vancouver NLP AI_APPLICATION EDUCATION_AI
Lee, H., Lee, J., An, M., Park, G. and Choi, S., 2021. Machine learning approach to analyze the status of forklift vehicles with irregular movement in a shipyard. Computers in Industry, 133, p.103544. SMART_MFT AI_APPLICATION

Jeon, H., Seo, W., Park, E. and Choi, S., 2020. Hybrid machine learning approach for popularity prediction of newly released contents of online video streaming services. Technological Forecasting and Social Change, 161, p.120303., LOG_DATA_ANALYSIS AI_APPLICATION
Jeong, C., Jang, S., Park, E. and Choi, S., 2020. A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks, Scientometrics, 124(3), pp.1907-1922, NLP SCHOLARY_BIG_DATA
Kim, J., Yoon, J., Park, E. and Choi, S., 2020. Patent document clustering with deep embeddings. Scientometrics, pp.1-15. NLP PATENT
Kim, J., Jang, S., Park, E. and Choi, S., 2020. Text Classification using Capsules. Neurocomputing, 376, pp.214-221. NLP