CV

B.S. in Geo-Informatics; Double Major in Artificial Intelligence

• GPA 3.8 / 4.5

Undergraduate Research Student

• Advisor: Prof. Jiyoung Jung
• Proposed a test-time adaptation framework leveraging masked multi-view point clouds for efficient and robust single-step adaptation.
• Formulated a distribution-aware adaptation method for 3D vision-language models using class-conditional Gaussian modeling.
• Designed an input-level adversarial defense that generates point-wise counter-perturbations to improve robustness and transferability.

LG Aimers 8th Cohort

• Worked on EXAONE model compression.

Sportier

• Developed a sports communication application with JavaScript and React.
• Implemented a location-based matching system for local sports enthusiasts.
• Designed and integrated a competitive tier classification system for user rankings.
• Led the project as president of the entrepreneurship club.

Football Big Data Camp

• Studied applications of LLMs and retrieval-augmented generation (RAG) in football analytics.

AICOSS Industry-Academia Deep Learning Winter Bootcamp

• Performed image classification utilizing 2D domain Vision Transformer (ViT).

APC: Transferable and Efficient Adversarial Point Counterattack for Robust 3D Point Cloud Recognition

• Geunyoung Jung, Soohong Kim, Inseok Kong, and Jiyoung Jung
• IEEE/CVF Conference on Computer Vision and Pattern Recognition Findings (CVPR Findings)

MAMVI: 3D Test-Time Adaptation via Masked Multi-View Point Clouds

• Inseok Kong, Geunyoung Jung, and Jiyoung Jung
• International Conference on Pattern Recognition (ICPR)

DIRECT: Distribution-aware Representation Regularization for 3D Test-Time Adaptation under Corruptions

• Geunyoung Jung, Inseok Kong, and Jiyoung Jung
• Under review

SATOR: Backpropagation-Free 3D Test-Time Adaptation via Sample-Adaptive Token Routing

• Inseok Kong, Geunyoung Jung, and Jiyoung Jung
• Under review

Excellence Award

• Project - SATOR: Sample-Adaptive Token Routing for Point Cloud Object Classification.

Excellence Award

• Team - GeoPath
• Project - Optimal Route Planning for Customized Autonomous Shuttle Services in Seoul for Transportation-Vulnerable Elderly Citizens.

Grand Prize Award

• Team - GeoPath
• Project - Optimal Route Planning for Customized Autonomous Shuttle Services in Seoul for Transportation-Vulnerable Elderly Citizens (Conducted location analysis for autonomous village bus routes in Seoul).

Encouragement Award

• Generated a storybook utilizing diffusion models and LLMs.

Dean's Award of the College of Engineering

• Performed image classification utilizing 2D-domain Vision Transformer (ViT).

KB Raschool 3rd Generation Mentor

• Provided mathematics mentoring tailored for hearing-impaired students.
• Conducted academic and high school entrance counseling for 9th-grade students.

Seoul Donghaeng Project Mentor

• Provided mathematics mentoring for students from multicultural backgrounds.
• Conducted academic and high school entrance counseling for 8th-grade students.

SQL Developer (SQLD)

Advanced Data Analytics Semi-Professional (ADsP)

Republic of Korea Army

• Military service

Interests

• Max Verstappen, Red Bull Oracle Racing