Jinyeong Chae

MS [2020.3 ~ 2022.02] (Advisor: Jihie Kim)

Department of Artificial Intelligence (G.P. A 4.5/4.5)

Dongguk University (DGU), ML-Lab

BS [2016.3 ~ 2020.2] 

Department of Statistics, Convergence Software (Double major)

Dongguk University (DGU)

[J4] MoLEF: A Moment Localization Evaluation Framework 

• Jinyeong Chae, Donghwa Kim, Kwanseok Kim, Doyeon Lee, Yunjeong Choi, Joonseok Lee

• Journal of Machine Learning Research (JMLR), Under review

[C6] Towards a Complete Benchmark on Video Moment Localization 

• Jinyeong Chae, Donghwa Kim, Kwanseok Kim, Doyeon Lee, Sangho Lee, Jonghwan Mun, Woo-Young Kang, Byungseok Roh, Joonseok Lee

• Artificial Intelligence and Statistics (AISTATS), May 2024

[J3] An Investigation of Transfer Learning Approaches to Overcome Limited Labeled Data in Medical Image Analysis

• Jinyeong Chae, Jihie Kim

• Applied Sciences (SCI), Jul 2023 

[C5] Type-specific Multi-head Shared-Encoder Model for Commonsense Machine Reading Comprehension 

• Jinyeong Chae, Jihie Kim

• KIISE Korea Computer Congress 2022

• An extended version is accepted by Journal of KIISE

[C4] Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base

• Jinyeong Chae, Jihie Kim

• IEEE International Joint Conference on Neural Networks (IJCNN) 2022, Jul 2022

[J2] Cross Encoder-Decoder Transformer with Global-Local Visual Extractor for Medical Image Captioning

• Hojun Lee, Hyunjun Cho, Jieun Park,  Jinyeong Chae, Jihie Kim

• Sensors Journal (SCI), Feb 2022

[J1] Attentive Transfer Learning via Self-Supervised Learning for Cervical Dysplasia Diagnosis

• Jinyeong Chae, Roger Zimmermann, Dongho Kim, Jihie Kim

• Journal of Information Processing Systems (SCI), Mar 2021

[C3] An Attention-based Deep Learning Model with Interpretable Patch-Weight Sharing for Diagnosing Cervical Dysplasia

• Jinyeong Chae, Ying Zhang, Roger Zimmermann, Dongho Kim, Jihie Kim

• Intelligent Systems Conference (IntelliSys) 2021, Sep 2021

[W1] A Pressure Ulcer Care System For Remote Medical Assistance: Residual U-Net with an Attention Model Based for Wound Area Segmentation

• Jinyeong Chae, Kiyong  Hong, Jihie Kim,

• AAAI Conference on Artificial Intelligence (AAAI) 2021 Workshop, Feb 2021

[C2] A Dual Attention Network for Skin Lesion Classification

• Jinyeong Chae, Hwigeon Kim, Hangseung Yang, Seongjun Park, Dongho Kim, Jihie Kim

• KIISE Korea Software Congress 2020, Dec 2020

[C1] A Study of the Dealing with Learning Performance in Imbalanced Data - Oriented in the Voice Analysis of Patients with Parkinson's disease

• Jinyeong Chae, Sumin Lee, Yeongjun Hong, Jihie Kim

• KIISE Korea Computer Congress 2020

2022: Best Paper Award, Korea Computer Congress, Korea  Institute of Information  Scientists and Engineers

2022: Research Award, DGU

2021: Outstanding Achievement Scholarship, DGU

2020: Outstanding Achievement Scholarship, DGU

2019: Samsung Software Scholarship, twice

2019: Scholarship by Course (Artificial Intelligence course)

2019: Gold Award in Dongguk Software festival

2019: Excellent Prize in Dongguk ICT FARM Competition

2018: Scholarship by Course (Sample design course)

Deep learning model and medical diagnosis method for image captioning, Mar 2022

• Hojun Lee, Hyunjun Jo, Jieun Park, Jinyeong Chae, Jihie Kim

Apparatus and method for answering visual question based on Korean, Feb 2022

• Jinyeong Chae, Jihie Kim

Dual pretraining method using Multi-task learning for machine reading comprehension based on commonsense knowledge, Oct 2021 

• Jinyeong Chae, Jaehyeon Park, Seungook Lim, Jihie Kim

A remote medical assistance diagnosis system based on deep learning for wound care, Jul 2021 [Software program]

• Jinyeong Chae, Jihie Kim

Apparatus and method for medical image analysis, Jul 2021

• Jinyeong Chae, Jihie Kim

Apparatus and method of analyzing status and change of wound area based on deep learning, Sep 2020, [Issued]

• Jinyeong Chae, Jihie Kim, Kiyong Hong

Criminal detection and operation method thereof, Dec 2019, [Issued]

• Songhee Kim, Junhyeok Yang, Yongtaek Lee, Jinyeong Chae, Hyojeong Kim, Yeonsun Shin

Exercise posture evaluation device and operation method thereof, Nov 2019, [Issued]

• Jinyeong Chae, Sungjin Kim, Taemin Lee, Uijeong Jeong, Jihie Kim

2023.10 - Present: AI Research Engineer, SK broadband Co., Ltd

2022.01 - 2024: Researcher, Seoul National University, Graduate school of data science (Advisor: Joonseok Lee)

2023.07 - 2023.08: Intern, SK broadband Co., Ltd

2022.02 - 2022.08 : AI Researcher, Okestro, Ltd

2020.03 - 2022.02 : Research Assistant, AIC-DGU Lab, DGU

2020.10 - 2021.03 : Researcher, National University of Singapore, Singapore (Advisor: Roger Zimmermann, Ying Zhang)

2020.09 - 2020.12 : Teaching Assistant, DGU

2020.03 -  2020.06 : Teaching Assistant, DGU

2019.03 - 2019.06 : Mentor of Introduction to artificial intelligence course, DGU

2019.06 - 2019.08: Student Researcher, Purdue University, USA (Advisor: Eric Matson)