About

For more updated info, visit here here, and contact me via ji_soo_o@korea.ac.kr.

Papers

[Accepted]

Jisu Kang, Wooseok Shin, Jin Sob Kim, Hyun Joon Park, Yujin Ham, Sung Won Han, Beyond Virtual Points: Depth-Enhanced LiDAR-only 3D Object Detection with Semi-Supervised Learning, AAAI-25(The 39th Annual AAAI Conference on Artificial Intelligence), SA Track, Oral presentation, Accepted on 11/02/2024.

Chankyu Koh, Jisu Kang, Taehyeong Kim, Sung Won Han, SSD Failure prediction by transformer-based feature engineering, IEEE Access(IF : 3.4), Accepted on 10/14/2024.

[Submitted]

[Conditionally accepted] Jisu Kang, Jin Sob Kim, Hyun Joon Park, Soyeon Lee, Ye Ji Han, Yajun Mei, Sung Won Han, Predicting confirmed cases of various pandemics with GLObal temporal feature based Graph Convolutional Network: GLOGCN, Submitted to Knowledge-based system(IF : 7.2) on 03/21/2024.

[With editor] Jisu Kang, Wooseok Shin, Sung Won Han, Towards Real-Time 3D Object Detection in LiDAR-Only Scenario: Semi-Supervised Learning, Point Cloud Density Augmentation and Knowledge Distillation, Submitted to Pattern Recognition(IF : 8.0) on 11/19/2024.

[Under review] Wooseok Shin, Jisu Kang, Hyeonki Jeong, Jin Sob Kim, Sung Won Han, Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with Open-Vocabulary Model, Submitted to Knowledge-based system(IF : 7.2) on 11/23/2024.

[With editor] Yujin Ham, Hyun Joon Park, Jisu Kang, Sung Won Han, 2024, Deep Learning-based Medical Tabular Learning for Automatic ICD Code Prediction, Artificial Intelligence In Medicine(IF : 6.1) on 11/28/2024.

[Under review] Dogi Lim, Jun-Young Park, Yujin Ham, Jisu Kang, Seungwon Lee, Jian Cheng Bi, Seonghyeon Park, Junbeom Song, Ji-Sung Lee, Hyejung Lim, Sang-Ho Shin, Sung Won Han, Byeong Kwon Ju, 2D Hole-Arrayed Double Anode for Enhancing Outcoupling Efficiency of Organic Light-Emitting Diodes on Silicon Wafer (OLEDos), Submitted to ACS Photonics(IF : 7.0) on 11/18/2024.

Projects

Development of an AI service platform based on Big Data

February, 2021 – December, 2021

Hosted by the Ministry of Land, Infrastructure and Transport

Role : Undergraduate researcher, Designing AI model for classifying image’s sentiment

Language : python

Research Results : Software registration, Poster presentation(First Author), Results paper

Drone’s object Detection with Artificial Intelligence

February, 2021 – December, 2021

On-campus assignments

Role : Undergraduate researcher, Designing energy-efficient Tracking Algorithm for Drone

Language : python

Research Results : Software registration, Patent application, Poster presentation(First Author)

EXTERNAL ACTIVITIES

Seoul National University Hospital Interpreter Volunteering

September, 2019 – December, 2019

Ministry of Foreign Affairs Supporters

December, 2019 – February, 2020

Study Group Mentoring(C++)

February, 2022 – June, 2022

Study Group Mentoring(Python)

February, 2022 – June, 2022

SKILLS

Software Tool Skills

Language

Korean(native)

English(intermediate, tofel 106)

SCHOLARSHIPS

Academic Scholarship of Software (2020-1)
Academic Excellent Scholarship (2021-1)