Hwang Seongjin

I am a combined M.S./Ph.D. student in AiSLab at POSTECH, supervised by Prof. Hyun Jong Yang. I received a B.S. degree in electrical engineering at POSTECH, South Korea, in 2022.

My research focuses on addressing the societal implications within the field of machine learning. Particularly, I am deeply engaged in exploring practical algorithms that provide robust assurances or compelling services to foster trustworthy machine learning and facilitate AI-mediated communication. You can check my CV at here.

If you want to have coffee time with me, feel free to email sjh1753 [at] postech [dot] ac [dot] kr.

Publications

† means equal contibution, * means corresponding author.

International Conferences

Jonggyu Jang, Seongjin Hwang, Hyun Jong Yang*, "Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD", ICML, 2024.
Hyeonsu Lyu, SeongJin Hwang, Hyun Jong Yang*, “Multi-Agent Reinforcement Learning-Based Coverage Maximization for Fixed-Wing Base Stations”, International Conference on ICT Convergence (ICTC), 2022.

International Journals

N/A.

Domestic Papers

Seongjin Hwang, Hyun Jong Yang*, "Trends and Limitations of Image Steganography", Fall Conference of the Korean Institute of Communication and Information Sciences (KICS), 11/2023.
Seongjin Hwang, Hyun Jong Yang*, "A survey on privacy-preserving AI techniques", 3rd Korea Artificial Intelligence Conference, 09/2022.

Preprints

Seongjin Hwang†, Jonggyu Jang†, Hosung Joo, Hyun Jong Yang*, Deep Person De-ID: A Human Pose-Preserving Generative Adversarial Network for Person De-Identification", arXiv, 2023.

Education

Bachelor in Electrical Engineering at POSTECH, Magna Cum Laude.
Combined M.S./Ph.D candidate at POSTECH, 2022.03 ~ Now.

Experiences

Worked in Exosystems, start-up for healthcare solution, 2019.