About Me

Hi! I am a Integrated PhD student in Robotics and Computer Vision Lab at University of Seoul, under the guidance of Prof. Jiyoung Jung.

My research interest focuses on practical adaptation of 3D foundation models, aiming for their robust and efficient deployment in diverse real-world applications.

Education

• Integrated PhD in Artificial Intelligence, University of Seoul
  Mar. 2022 - present

• B.S. in Physics, University of Seoul
  Mar. 2016 - Feb. 2022

Publications

• APC: Transferable and Efficient Adversarial Point Counterattack for Robust 3D Point Cloud Recognition
  Geunyoung Jung, Soohong Kim, Inseok Gong, Jiyoung Jung
  Under Review

• ReCoD: Enhancing Image Description for Cross-Modal Understanding via Retrieval and Comparison Feedback Mechanism
  Geunyoung Jung, Jun Park, Hankyeol Lee, Kyungwoo Song, Jiyoung Jung
  Under Review

• P³T: Prototypical Point-level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models
  Geunyoung Jung, Soohong Kim, Kyungwoo Song, Jiyoung Jung
  ICRA 2026

• Enhancing Visual Classification using Comparative Descriptors
  [paper] [code]
  Hankyeol Lee, Gawon Seo, Wonseok Choi, Geunyoung Jung, Kyungwoo Song, Jiyoung Jung
  WACV 2025

• BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
  [paper] [code]
  Changdae Oh, Hyeji Hwang, Hee-young Lee, YongTaek Lim, Geunyoung Jung, Jiyoung Jung, Hosik Choi, Kyungwoo Song
  CVPR 2023

Academic Services

• Conference Reviewer:
  
  • BMVC 2025 \
  • CVPR 2025