Sangyoon Bae

According to our database, Sangyoon Bae authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PIMSM: Physics-Informed Multi-Scale Mamba for Stable Neural Representations under Distribution Shift.

Sangyoon Bae, Shinjae Yoo, Jiook Cha

CoRR, May, 2026

Recovering Whole-Brain Causal Connectivity under Indirect Observation with Applications to Human EEG and fMRI.

Sangyoon Bae, Miruna Oprescu, David Keetae Park, Shinjae Yoo, Jiook Cha

CoRR, February, 2026

Attention-space Contrastive Guidance for Efficient Hallucination Mitigation in LVLMs.

Yujin Jo, Sangyoon Bae, Taesup Kim

CoRR, January, 2026

2025

Transformer-Based Sleep Stage Classification Enhanced by Clinical Information.

Woosuk Chung, Seokwoo Hong, Wonhyeok Lee, Sangyoon Bae

CoRR, November, 2025

Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware SSL.

Sangyoon Bae, Mehdi Azabou, Jiook Cha, Blake A. Richards

CoRR, October, 2025

CausalMamba: Scalable Conditional State Space Models for Neural Causal Inference.

Sangyoon Bae, Jiook Cha

CoRR, October, 2025

Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications.

Sangyoon Bae, Junbeom Kwon, Shinjae Yoo, Jiook Cha

CoRR, March, 2025

Resting-State fMRI Analysis Using Quantum Time-Series Transformer.

Junghoon Justin Park, Jungwoo Seo, Sangyoon Bae, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Jiook Cha, Shinjae Yoo

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

Macro2Micro: Cross-modal Magnetic Resonance Imaging Synthesis Leveraging Multi-scale Brain Structures.

Sooyoung Kim, Joonwoo Kwon, Junbeom Kwon, Sangyoon Bae, Yuewei Lin, Shinjae Yoo, Jiook Cha

CoRR, 2024

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy Preserving Quantum Machine Learning.

William M. Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

SwiFT: Swin 4D fMRI Transformer.

Peter Yongho Kim, Junbeom Kwon, Sunghwan Joo, Sangyoon Bae, Donggyu Lee, Yoonho Jung, Shinjae Yoo, Jiook Cha, Taesup Moon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023