Gun-Woo Kim

Assistant Professor, Gyeongsang National University

Joined

July 2025

Names

Gun-Woo Kim (Preferred)

Emails

****@gnu.ac.kr (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

Gyeongsang National University (gnu.ac.kr)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Dong-Ho Lee

2008 – 2017

Expertise

No areas of expertise listed

Publications

SwiftMOS: A Fast and Lightweight Moving Object Segmentation via Feature Flowing Direct View Transformation
Minjae Lee, Ungsik Kim, Gun-Woo Kim, Suwon Lee
- IEEE Robotics and Automation Letters
- Readers: Everyone
Hierarchical Emotion Classification for Social Media Texts with Slang Handling and Emotion-Aware Custom Emoji Generation
Yun-Gyeong Song, So-Hee Lim, Gun-Woo Kim
- The Journal of Korean Institute of Information Technology
- Readers: Everyone
A Machine Learning-based Weighted Aggregation Approach for Addressing Regional Depopulation: An Analysis of Tourism Capacity and Festival Revitalization in Gyeongsangnam-do
Se-Yeon Lee, Ji-Hong Park, Ju-Young Kim, Gun-Woo Kim
- The Journal of Korean Institute of Information Technology
- Readers: Everyone
ESCFM-YOLO: Lightweight Dual-Stream Architecture for Real-Time Small-Scale Fire Smoke Detection on Edge Devices
Jong-Chan Park, Myeongjun Kim, Sang-Min Choi, Gun-Woo Kim
- Applied Sciences
- Readers: Everyone
Hyperparameter Optimization Strategies for Improving DNN based Depression Risk Prediction
Sang Hoon Park, Yu Jin Ha, Gun-Woo Kim
- The Journal of Korean Institute of Information Technology
- Readers: Everyone
LiDAR Dreamer: Efficient World Model for Autonomous Racing with Cartesian-Polar Encoding and Lightweight State-Space Cells
Myeongjun Kim, Jong-Chan Park, Sang-Min Choi, Gun-Woo Kim
- Information
- Readers: Everyone
Domain Randomization Reinforcement Learning Environment and Reward Function Design for Drone Slope Landing based on PPO
Ho-Seong Lee, Hui-Seok Ahn, Gun-Woo Kim
- The Journal of Korean Institute of Information Technology
- Readers: Everyone
Ensemble Approach of Transformer-based Models and Large Language Models for Food Named Entity Recognition
So-Hee Lim, Gun-Woo Kim
- The Journal of Korean Institute of Information Technology
- Readers: Everyone
A Dual-Key Attention Framework for Sequential Recommendation with Side Information
Minje Kim, Wooseung Kang, Gun-Woo Kim, Chie Hoon Song, Suwon Lee, Sang-Min Choi
- Crossref
- Readers: Everyone
End-to-End Time Interval-wise Segmentation for Sequential Recommendation
Minje Kim, Wooseung Kang, Gun-Woo Kim, Chie Hoon Song, Suwon Lee, Sang-Min Choi
- Crossref
- Readers: Everyone

View all 38 publications

Co-Authors

View all 45 co-authors