Domestic Conferences

CausaLM: Causal Language Modeling from Human Brain Activity

Jihun Kim, Sunghwan Lee, Chaelynn Kim, Ji Yin Park, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
Decoding Interoceptive Attention from Various Cognitive States using a Grpahormer with Self-Supervised Pre-training​

Jae-eon Kang, Jihun Kim, Changha Lee, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
Discovering Attentional Brain States in a Universal Latent Space

Ji Yun Park, Juhyeon Lee, Jae-eon Kang, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
Effects of Electric Vehicle Driving Sounds on Reaction Time: The Roles of Perceptual Sound Qualities and Driver Drowsiness​

Chaelynn Kim, Minwoo Lee, Changha Lee, Jae-eon Kang, Joungwoo Choi, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
Multimodal Contrastive Pretraining for Prefix-Conditioned fMRI-to-Caption Decoding: Performance and Neural-Reliance Diagnostics

Sunghwan Lee, Jihun Kim, Chaelynn Kim, Ji Yin Park, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
Respiration Rate Estimation Using a Single IMU Sensor: Analysis of Displacement and Orientation-based Estimation Techniques and Signal Fusion​

Minwoo Lee, Chaelynn Kim, Joungwoo Choi, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2026/Feb
​Developing a whole-brain, subject-independent fMRI-LLM integrated decoding framework based on Reinforcement fine-tuning

Sung-Hwan Lee, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2025/Jul
A Multimodal Approach to Respiratory Rate Estimation Using Bio Signals

Joung Woo Choi, Minwoo Lee, Chaelynn Kim, Jong Hwan Lee

Brain Engineering Society of Korea (BESK) 2025/Jul
Decoding Trait and State Mindfulness via Masked Graph Clustering Autoencoder

Jae-eon Kang, Changha Lee, Jihun Kim, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2025/Jul
Early Detection of Drowsiness and Prediction of Subsequent Microsleep or Arousal States Using Physiological Signals

Min-woo Lee, Chae-Lynn Kim, Jung-Woo Choi, Jong-Hwan Lee

Brain Engineering Society of Korea (BESK) 2025/Jul