Hybrid Quantum Temporal Convolutional Networks
Junghoon Park, Maria Pak, Sebin Lee, Samuel Yen-Chi Chen, Shinjae Yoo, Huan-Hsin Tseng, Jiook Cha
2026 International Conference on Quantum Communications, Networking, and Computing (QCNC)
Publications
A record of research asking how the brain's connections shape the mind and mental health, woven from genomics, neuroimaging, and computational models.
Junghoon Park, Maria Pak, Sebin Lee, Samuel Yen-Chi Chen, Shinjae Yoo, Huan-Hsin Tseng, Jiook Cha
2026 International Conference on Quantum Communications, Networking, and Computing (QCNC)
Jungyoon Min, Heehwan Wang, Eunji Lee, Bogyeom Kim, Gakyung Kim, Seung Yun Choi, Kahyun Choi, Sung Hee Hong, Yumin Jang, Yu Jin Rah, Ji Yeon Kim, Seunghui Han … et al. (21 authors)
Communications Medicine
Junghoon Park, YeongHyeon Park, Jiook Cha
2026 International Conference on Quantum Communications, Networking, and Computing (QCNC)
Heehwan Wang, Joonwoo Kwon, Sooyoung Kim, Jungwoo Seo, Shinjae Yoo, Yuewei Lin, Jiook Cha
2026 IEEE International Conference on Image Processing (ICIP)
Sangyoon Bae, Junbeom Kwon, Shinjae Yoo, Jiook Cha
Communications Biology
Introduces Multi-Band Brain Net (MBBN), a transformer-based framework that decomposes fMRI signals into biologically grounded frequency bands, achieving state-of-the-art prediction of psychiatric and cognitive outcomes (major depressive disorder, ADHD, autism spectrum disorder) across 49,673 individuals from UK Biobank, ABCD, and ABIDE.
Jinwoo Yi, Dong Yeop Han, Seung-Yeop Oh, Jiook Cha
Communications Psychology
Seokhwan Bang, Heehwan Wang, Hoyoung Bae, Sung-Hoo Hong, Jiook Cha, Moon Hyung Choi
Diagnostics
Nora Clancy Kelsall, Yun Wang, Marc J. Gameroff, Jiook Cha, Jonathan Posner, Ardesheer Talati, Myrna M. Weissman, Milenna T. van Dijk
Journal of Affective Disorders
Dong Yeop Han, Ahhyun Lee, Taeyang Lee, Sebin Lee, Jiook Cha
ICML 2025 Workshop on Generative Biology (Spotlight)
We introduce DIVER-0, a novel channel-equivariant foundation model for electroencephalography (EEG). By enforcing strict spatial permutation and continuous coordinate equivariance, DIVER-0 natively handles heterogeneous montage configurations without requiring spatial interpolation or channel re-referencing.
Hye-Min Oh, Jiook Cha, Byung-Hoon Kim, Kang‐Seob Oh, Young Chul Shin, Sang Won Jeon, Sung Joon Cho, Junhyung Kim
Journal of Clinical Medicine
Seung Yun Choi, Jinwoo Yi, Junghoon Park, Eunji Lee, Bogyeom Kim, Gakyung Kim, Yoonjung Yoonie Joo, Jiook Cha
Journal of Child Psychology and Psychiatry
Junghoon Park, Huan-Hsin Tseng, Shinjae Yoo, Samuel Yen-Chi Chen, Jiook Cha
2025 IEEE International Conference on Quantum Artificial Intelligence (QAI)
Eunji Lee, Milenna T. van Dijk, Bogyeom Kim, Gakyung Kim, Eleanor Murphy, Ardesheer Talati, Yoonjung Yoonie Joo, Myrna M. Weissman, Jiook Cha
Molecular Psychiatry
This study demonstrates how psychiatric polygenic risk profiles functionally mediate the transgenerational transmission of major depressive disorder across family lineages, shaping neurodevelopmental risk pathways in youth.
Jubin Choi, Jungwoo Seo, Dong Yeop Han, Jiook Cha
NeurIPS 2025 Workshop on Foundation Models for the Brain and Body (Spotlight)
Functional MRI yields high-dimensional 4D spatiotemporal brain recordings that are computationally intractable for quadratic self-attention transformers at scale. We present NeuroMamba, the first selective state-space foundation model architecture for 4D fMRI sequences, enabling linear computational scaling with respect to scan duration and superior transferability across diverse cognitive decoding benchmarks.
Yoonjung Yoonie Joo, Bogyeom Kim, Gakyung Kim, Eunji Lee, Jungwoo Seo, Jiook Cha
Nature Communications
Junbeom Kwon, Jungwoo Seo, Heehwan Wang, Taesup Moon, Shinjae Yoo, Jiook Cha
Imaging Neuroscience
Junghoon Park, Jungwoo Seo, Sangyoon Bae, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Jiook Cha, Shinjae Yoo
2025 IEEE International Conference on Quantum Computing and Engineering (QCE)
Joonwoo Kwon, Heehwan Wang, Jinwoo Yi, Sooyoung Kim, Shinjae Yoo, Yuewei Lin, Jiook Cha
Proceedings of the 1st International Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing
Byung-Hoon Kim, Jae‐Jin Kim, Junhyung Kim, Jiook Cha, Sang Won Jeon, Kang‐Seob Oh, Dong‐Won Shin, Sung‐Joon Cho
Frontiers in Digital Health
Joonwoo Kwon, Sooyoung Kim, Yuewei Lin, Shinjae Yoo, Jiook Cha
Proceedings of the AAAI Conference on Artificial Intelligence
Junghoon Park, Eunji Lee, Gyeongcheol Cho, Heungsun Hwang, Bogyeom Kim, Gakyung Kim, Yoonjung Yoonie Joo, Jiook Cha
eLife
Eunsong Kang, Byungyeon Yun, Jiook Cha, Heung‐Il Suk, Eun Kyong Shin
Scientific Reports
Junghoon Park, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo, Huan-Hsin Tseng
2024 IEEE International Conference on Quantum Computing and Engineering (QCE)
William H. Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Holly C. Hunsberger, Seonjoo Lee, Michelle Jin, Marcos Lanio, Alicia Whye, Jiook Cha, Miranda Scarlata, Louise C Matthews, Keerthana Jayaseelan, Christine A. Denny
Biological Psychiatry
Milenna T. van Dijk, Alexandria Tartt, Eleanor Murphy, Marc J. Gameroff, David Semanek, Jiook Cha, Myrna M. Weissman, Jonathan Posner, Ardesheer Talati
Journal of Affective Disorders
Bogyeom Kim, Gakyung Kim, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Alan Anticevic, Paul Arnold, Srinivas Balachander, Nerisa Banaj, Núria Bargalló, Marcelo C. Batistuzzo, Francesco Benedetti … et al. (100 authors)
Molecular Psychiatry
Milenna T. van Dijk, Ardesheer Talati, Pratik Kashyap, Karan Desai, Nora Clancy Kelsall, Marc J. Gameroff, Natalie Aw, Eyal Abraham, Breda Cullen, Jiook Cha, Christoph Anacker, Myrna M. Weissman … et al. (13 authors)
Biological Psychiatry
Seokhwan Bang, Heehwan Wang, Hokun Kim, Moon Hyung Choi, Jiook Cha, Yeong Jin Choi, Sung‐Hoo Hong
Applied Sciences
Heehwan Wang, Seo‐Yoon Moon, Hyeonjin Kim, Gakyung Kim, Woo‐Young Ahn, Yoonjung Yoonie Joo, Jiook Cha
Heliyon
David K. Park, Mingshen Chen, Seungsoo Kim, Yoonjung Yoonie Joo, Rebekah K. Loving, Hyoung Seop Kim, Jiook Cha, Shinjae Yoo, Jong Hun Kim
BMC Genomic Data
Minah Kim, Yurim Shim, Junbeom Kwon, Sangyoon Bae, Junhee Lee, Jiook Cha, Soo‐Hee Choi, Se Hyun Kim, Ung Gu Kang, Jun Soo Kwon
Psychiatry and Clinical Neurosciences
Peter Kim, Junbeom Kwon, Sunghwan Joo, Sangyoon Bae, Donggyu Lee, Yoonho Jung, Shinjae Yoo, Jiook Cha, Taesup Moon
Advances in Neural Information Processing Systems 36
Yoonjung Yoonie Joo, Seo‐Yoon Moon, Heehwan Wang, Hyeonjin Kim, Eunji Lee, Jong Hun Kim, Jonathan Posner, Woo‐Young Ahn, Incheol Choi, Jae-Won Kim, Jiook Cha
JAMA Network Open
Yoonjung Yoonie Joo, Jiook Cha, Jeremy Freese, M. Geoffrey Hayes
Genes
Gun Ahn, Bogyeom Kim, Ka-kyeong Kim, Hyeonjin Kim, Eunji Lee, Woo‐Young Ahn, Jae-Won Kim, Jiook Cha
Studies in Computational Intelligence
Brennan H. Baker, Yoonjung Yoonie Joo, Junghoon Park, Jiook Cha, Andrea Baccarelli, Jonathan Posner
Journal of Child Psychology and Psychiatry
Byoungwoo Cha, Jongwook Kim, Jong‐Moon Kim, Joo-Wan Choi, Jeein Choi, Kakyeong Kim, Jiook Cha, MinYoung Kim
Frontiers in Neurology
Gakyung Kim, Yoonjung Yoonie Joo, Gun Ahn, Heehwan Wang, Seo‐Yoon Moon, Hyeonjin Kim, Woo‐Young Ahn, Jiook Cha
Human Brain Mapping
Alex Luna, Joel Bernanke, Kakyeong Kim, Natalie Aw, Jordan D. Dworkin, Jiook Cha, Jonathan Posner
Human Brain Mapping
Seungwook Han, Yan Zhang, Yihui Ren, Jonathan Posner, Shinjae Yoo, Jiook Cha
Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging
Milenna T. van Dijk, Jiook Cha, David Semanek, Natalie Aw, Marc J. Gameroff, Eyal Abraham, Priya Wickramaratne, Myrna M. Weissman, Jonathan Posner, Ardesheer Talati
Biological Psychiatry Cognitive Neuroscience and Neuroimaging
Eyal Abraham, Jonathan Posner, Priya Wickramaratne, Natalie Aw, Milenna T. van Dijk, Jiook Cha, Myrna M. Weissman, Ardesheer Talati
Social Cognitive and Affective Neuroscience
Claudia Lugo‐Candelas, Yajing Pang, Seonjoo Lee, Jiook Cha, Susie Hong, Lisa M. Ranzenhofer, Rachel Korn, Haley Davis, Hailey McInerny, Janet Schebendach, Wendy K. Chung, Rudolph L. Leibel … et al. (16 authors)
Obesity Science & Practice
Hoo-Chang Shin, Alvin Ihsani, Ziyue Xu, Swetha Mandava, Sharath Turuvekere Sreenivas, Christopher J. Forster, Jiook Cha, Alzheimer’s Disease Neuroimaging Initiative
Lecture Notes in Computer Science
Ji Hwan Park, Han Eol Cho, Jong Hun Kim, Melanie M. Wall, Yaakov Stern, Hyunsun Lim, Shinjae Yoo, Hyoung Seop Kim, Jiook Cha
npj Digital Medicine
Emily L. Dennis, Seth G. Disner, Negar Fani, Lauren E. Salminen, Mark W. Logue, Emily K. Clarke‐Rubright, Courtney C. Haswell, Christopher L. Averill, Lee A. Baugh, Jessica Bomyea, Steven E. Bruce, Jiook Cha … et al. (100 authors)
Molecular Psychiatry
Yun Wang, Chenxiao Xu, Ji Hwan Park, Seonjoo Lee, Yaakov Stern, Shinjae Yoo, Jong Hun Kim, Hyoung Seop Kim, Jiook Cha
NeuroImage Clinical
David Pagliaccio, Jiook Cha, Xiaofu He, Marilyn Cyr, Paula Yanes‐Lukin, Pablo H. Goldberg, Martine Fontaine, Moira A. Rynn, Rachel Marsh
Journal of Child Psychology and Psychiatry
Claudia Lugo‐Candelas, Jiook Cha, Susie N. Hong, Vanessa Bastidas, Myrna M. Weissman, William P. Fifer, Michael Myers, Ardesheer Talati, Ravi Bansal, Bradley S. Peterson, Catherine Monk, Jay A. Gingrich … et al. (13 authors)
Archives of Pediatrics and Adolescent Medicine
Jiook Cha, Guia Guffanti, Jay A. Gingrich, Ardesheer Talati, Priya Wickramaratne, Myrna M. Weissman, Jonathan Posner
Cerebral Cortex
Lilianne R. Mujica‐Parodi, Jiook Cha, Jonathan Gao
Frontiers in Systems Neuroscience
Allen P. Liu, Bryant Liu, Daniel Lee, Myrna M. Weissman, Jonathan Posner, Jiook Cha, Shinjae Yoo
2017 New York Scientific Data Summit (NYSDS)
Jiook Cha, Johanna A. Zea-Hernandez, Sanghun Sin, Katharina Graw-Panzer, Keivan Shifteh, Carmen R. Isasi, Mark E. Wagshul, Eileen Moran, Jonathan Posner, Molly E. Zimmerman, Raanan Arens
Journal of Neuroscience
Jiook Cha, Tsafrir Greenberg, Inkyung Song, H. Blair Simpson, Jonathan Posner, Lilianne R. Mujica‐Parodi
Hippocampus
Jiook Cha, Jaime S. Ide, F. DuBois Bowman, H. Blair Simpson, Jonathan Posner, Joanna Steinglass
Human Brain Mapping
Jonathan Posner, Jiook Cha, Amy Krain Roy, Bradley S. Peterson, Ravi Bansal, Hanna Gustafsson, Elizabeth Raffanello, Jay A. Gingrich, Catherine Monk
Translational Psychiatry
Jiook Cha, Daniel J. DeDora, Sanja Nedic, Jaime S. Ide, Tsafrir Greenberg, Greg Hajcak, Lilianne R. Mujica‐Parodi
Journal of Neuroscience
Dominik Biezonski, Relish Shah, А. А. Кривко, Jiook Cha, David N. Guilfoyle, Jan Hrabě, Scott Gerum, Shan Xie, Yuping Duan, Ravi Bansal, Bennett Leventhal, Bradley S. Peterson … et al. (14 authors)
Translational Psychiatry
Dominik Biezonski, Jiook Cha, Joanna Steinglass, Jonathan Posner
Neuropsychopharmacology
Jonathan Posner, Jiook Cha, Zhishun Wang, Ardesheer Talati, Virginia Warner, Andrew J. Gerber, Bradley S. Peterson, Myrna M. Weissman
Neuropsychopharmacology
Joshua M. Carlson, Jiook Cha, Tomer Fekete, Tsafrir Greenberg, Lilianne R. Mujica‐Parodi
Brain Structure and Function
Jiook Cha, Tomer Fekete, F. Siciliano, Dominik Biezonski, Laurence L. Greenhill, Steven R. Pliszka, Joseph C. Blader, Amy Krain Roy, Ellen Leibenluft, Jonathan Posner
Neuropsychopharmacology
Tsafrir Greenberg, Joshua M. Carlson, Denis Rubin, Jiook Cha, Lilianne R. Mujica‐Parodi
Social Cognitive and Affective Neuroscience
Jiook Cha, Tsafrir Greenberg, Joshua M. Carlson, Daniel J. DeDora, Greg Hajcak, Lilianne R. Mujica‐Parodi
Journal of Neuroscience
Jiook Cha, Joshua M. Carlson, Daniel J. DeDora, Tsafrir Greenberg, Greg H. Proudfit, Lilianne R. Mujica‐Parodi
Journal of Neuroscience
Lilianne R. Mujica‐Parodi, Joshua M. Carlson, Jiook Cha, Denis Rubin
NeuroImage
Joshua M. Carlson, Jiook Cha, Lilianne R. Mujica‐Parodi
Cortex
Joshua M. Carlson, Jiook Cha, Eddie Harmon‐Jones, Lilianne R. Mujica‐Parodi, Greg Hajcak
Cerebral Cortex
Tomer Fekete, Felix Beacher, Jiook Cha, Denis Rubin, Lilianne R. Mujica‐Parodi
NeuroImage
Jiook Cha, Hong-Lim Kim, Feng Pan, Myung‐Hoon Chun, Stephen C. Massey, In‐Beom Kim
Neuroscience Letters
Tsafrir Greenberg, Joshua M. Carlson, Jiook Cha, Greg Hajcak, Lilianne R. Mujica‐Parodi
Depression and Anxiety
Tsafrir Greenberg, Joshua M. Carlson, Jiook Cha, Greg Hajcak, Lilianne R. Mujica‐Parodi
Biological Psychology
Shin Ae Kim, Ji Hyun Jeon, Min Jeong Son, Jiook Cha, Myung‐Hoon Chun, In‐Beom Kim
Anatomy & Cell Biology
Chan Kee Park, Jiook Cha, Soo Chul Park, Phil Young Lee, Jie‐Hyun Kim, Hwa Sun Kim, Shin Ae Kim, In‐Beom Kim, Myung‐Hoon Chun
Experimental Brain Research
Shin Ae Kim, Choong Ki Jung, Tae‐Hoon Kang, Ji Hyun Jeon, Jiook Cha, In‐Beom Kim, Myung‐Hoon Chun
Cell and Tissue Research
Jiook Cha, In‐Beom Kim
Daehan hae'bu haghoeji