June Suk Choi
Scholar

June Suk Choi

Google Scholar ID: Djfb07QAAAAJ
KAIST
Machine Learning
Citations & Impact
All-time
Citations
90
 
H-index
4
 
i10-index
3
 
Publications
8
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • - Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass Guidance (Preprint)
  • - MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control (AAAI, 2026)
  • - Enhancing LLM Agent Safety via Causal Influence Prompting (ACL Findings, 2025)
  • - Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models (CVPR, 2025)
  • - DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing (ICLR, 2025)
  • - DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models (AAAI, 2025, Oral Presentation)
  • - Collaborative Score Distillation for Consistent Visual Editing (NeurIPS, 2023)
Education
  • Korea Advanced Institute of Science and Technology (KAIST), Ph.D. in progress, advised by Prof. Kimin Lee and Prof. Jinwoo Shin.
Background
  • Third-year Ph.D. student at Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Kimin Lee and Prof. Jinwoo Shin. His research focuses on enhancing the efficiency and controllability of generative models, with a primary focus on image and video diffusion models.
Co-authors
0 total
Co-authors: 0 (list not available)