Welcome to my official website.

Hi! I’m Byunggun Kim. I’m focused on researching AI for human well-being.

About Me

I am passionate about advancing the field of artificial intelligence, with a particular focus on deep learning and its applications in diagnosing mental diseases and human-computer interaction. My research interests include:

• Deep Learning: Exploring state-of-the-art neural network architectures (e.g., CNN, Transformer, Diffusion) to solve complex problems.
• Diagnosis of Mental Health with rs-fMRI: Developing deep learning-based models for diagnosing and understanding mental health conditions by leveraging resting-state functional magnetic resonance imaging (rs-fMRI) data.
• Speech Emotion Recognition (SER): Investigating how deep learning and signal processing can be used to automatically detect and classify emotions from speech, which are highly correlated with human internal feelings.

My goal is to develop innovative deep learning models that can make a real-world impact in healthcare and beyond.

Feel free to connect with me to discuss research, collaboration, or new ideas!