Dongsu Song

About Me

Hello! I am Dongsu Song. Thank you for your interest. I received my M.S. degree in Artificial Intelligence from Korea Aerospace University in 2025, and I was fortunate to conduct my master’s research under the supervision of Prof. Jay Hoon Jung. My current research interests are in Trustworthy AI and Reinforcement Learning. Specifically, I aim to understand why small, realistic changes can dramatically alter a model’s predictions and to advance AI safety based on these insights.

My interests

Trustworthy AI: Addressing real-world problems related to robustness, interpretability, fairness and privacy
Reinforcement Learning: Developing adversarial agents to systematically uncover vulnerabilities in AI models

News

[2025.08] Invited presentation at KCCV 2025!
[2025.06] Selected as a Reviewer for NeurIPS 2025.
[2024.11] Paper accepted at NeurIPS 2024!
[2023.10] Paper accepted at Journal of KIISE!

Seletecd Papers

Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection Selected

Dongsu Song, Daehwa Ko, Jay Hoon Jung

Conference on Neural Information Processing Systems (NeurIPS), 2024

[Paper] [Code]

Professional Activities

Academic Service
- NeurIPS 2025 Reviewer

Invited Talk
- KCCV(Korean Conference on Computer Vision) 2025: "Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection"