Small-world network properties in prefrontal cortex correlate with predictors of psychopathology risk in young children: A NIRS study. - Tomer Fekete; Felix D. C. C. Beacher; Jiook Cha; Denis Rubin; Lilianne R. Mujica-Parodi (NeuroImage, 2014)

The fine line between 'brave' and 'reckless': Amygdala reactivity and regulation predict recognition of risk. - Lilianne R. Mujica-Parodi; Joshua M. Carlson; Jiook Cha; Denis Rubin (NeuroImage, 2014)

3D distributed deep learning framework for prediction of human intelligence from brain MRI. - Seungwook Han; Yan Zhang; Yihui Ren 001; Jonathan Posner; Shinjae Yoo; Jiook Cha (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer's Disease Diagnosis from MRI. - Hoo-Chang Shin; Alvin Ihsani; Ziyue Xu; Swetha Mandava; Sharath Turuvekere Sreenivas; Christopher Forster; Jiook Cha (MICCAI (2), 2020)

GANBERT: Generative Adversarial Networks with Bidirectional Encoder Representations from Transformers for MRI to PET synthesis. - Hoo-Chang Shin; Alvin Ihsani; Swetha Mandava; Sharath Turuvekere Sreenivas; Christopher Forster; Jiook Cha; Alzheimer's Disease Neuroimaging Initiative (CoRR, 2020)

GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-tuning for Alzheimer's Disease Diagnosis from MRI. - Hoo-Chang Shin; Alvin Ihsani; Ziyue Xu; Swetha Mandava; Sharath Turuvekere Sreenivas; Christopher Forster; Jiook Cha; Alzheimer's Disease Neuroimaging Initiative (CoRR, 2020)

Machine learning prediction of incidence of Alzheimer's disease using large-scale administrative health data. - Ji Hwan Park; Han Eol Cho; Jong Hun Kim; Melanie M. Wall; Yaakov Stern; Hyunsun Lim; Shinjae Yoo; Hyoung Seop Kim; Jiook Cha (npj Digit. Medicine, 2020)

SwiFT: Swin 4D fMRI Transformer. - Peter Yongho Kim; Junbeom Kwon 002; Sunghwan Joo; Sangyoon Bae; Donggyu Lee; Yoonho Jung; Shinjae Yoo; Jiook Cha; Taesup Moon (NeurIPS, 2023)

AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer. - Joonwoo Kwon; Sooyoung Kim; Yuewei Lin; Shinjae Yoo; Jiook Cha (AAAI, 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 (ICASSP, 2024)

Over the Quantum Rainbow: Explaining Hybrid Quantum Reinforcement Learning. - Junghoon Park; Jiook Cha; Samuel Yen-Chi Chen; Shinjae Yoo; Huan-Hsin Tseng (QCE, 2024)

A Training-Free Approach for Music Style Transfer with Latent Diffusion Models. - Sooyoung Kim; Joonwoo Kwon; Heehwan Wang; Shinjae Yoo; Yuewei Lin; Jiook Cha (CoRR, 2024)

Revisiting Your Memory: Reconstruction of Affect-Contextualized Memory via EEG-guided Audiovisual Generation. - Joonwoo Kwon; Heehwan Wang; Jinwoo Lee; Sooyoung Kim; Shinjae Yoo; Yuewei Lin; Jiook Cha (CoRR, 2024)

Swin fMRI Transformer Predicts Early Neurodevelopmental Outcomes from Neonatal fMRI. - Patrick Styll; Dowon Kim; Jiook Cha (CoRR, 2024)

Macro2Micro: Cross-modal Magnetic Resonance Imaging Synthesis Leveraging Multi-scale Brain Structures. - Sooyoung Kim; Joonwoo Kwon; Junbeom Kwon 002; Sangyoon Bae; Yuewei Lin; Shinjae Yoo; Jiook Cha (CoRR, 2024)

Mind the Gap: Aligning the Brain with Language Models Requires a Nonlinear and Multimodal Approach. - Danny Dongyeop Han; Yunju Cho; Jiook Cha; Jay-Yoon Lee (CoRR, 2025)

SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding. - Juhyeon Park; Peter Yongho Kim; Jiook Cha; Shinjae Yoo; Taesup Moon (CoRR, 2025)

Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications. - Sangyoon Bae; Junbeom Kwon 002; Shinjae Yoo; Jiook Cha (CoRR, 2025)

Addressing the Current Challenges of Quantum Machine Learning through Multi-Chip Ensembles. - Junghoon Justin Park; Jiook Cha; Samuel Yen-Chi Chen; Huan-Hsin Tseng; Shinjae Yoo (CoRR, 2025)

DIVER-0 : A Fully Channel Equivariant EEG Foundation Model. - Danny Dongyeop Han; Ahhyun Lucy Lee; Taeyang Lee; Yonghyeon Gwon; Sebin Lee; Seongjin Lee; David Keetae Park; Shinjae Yoo; Jiook Cha; Chun Kee Chung (CoRR, 2025)