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Connectome Lab
Seoul National University

People

People

Faculty, researchers, graduate students, undergraduate interns, and alumni of the SNU Connectome Lab.

Jiook Cha’s approach to research

Relating different views of a person

Jiook Cha studies cognition, emotion, and mental health through the relationships among genes, brain connectivity, behavior, and environment. His interest extends to experiences that are difficult to put into words. Thoughts expressed in language, choices observed in behavior, and signals recorded from the brain offer different views of human experience; bringing them into relation is a continuing research question.

SNU faculty profile

Explanation, prediction, and new tools

He emphasizes learning to work with theoretical models that explain phenomena and AI models that learn predictive patterns from data. The aim is to bring predicting what happens closer to explaining why it happens. This requires the ambition to try new methods and the willingness to revise an explanation when the evidence does not support it.

For example, SwiFUN predicts task responses from resting brain activity and evaluates overall map similarity separately from the ability to distinguish individuals. The models had different strengths on these criteria. The study shows why asking precisely what a model predicts matters for understanding individual differences.

SwiFUN: predicting task responses from rest

Judgment in the age of AI

This concern also informs his thinking about human–AI interaction. Accepting an AI answer and revising a personal belief both require judgment. In his 2026 public symposium abstract on the evolutionary adaptation of the human–AI cognitive ecosystem, he asked how people can remain open to new evidence while retaining the ability to think for themselves.

Read the symposium abstract (PDF, p. 7)

36 people

Jiook Cha (차지욱)

Jiook Cha

차지욱

Associate Professor & PI

Department of Psychology, Seoul National University · Interdisciplinary Program in Artificial Intelligence (IPAI), SNU · Department of Brain and Cognitive Sciences, SNU

Education

PhD in Neuroscience, State University of New York at Stony Brook

MS in Neurobiology, Catholic University of Korea

BS in Environmental and Ecological Engineering, Korea University

Research interests
Large Brain Models (LBMs) · Dynamic Functional Connectomics · fMRI & EEG Foundation Models · Computational Psychiatry & Multi-modal Genetics · Quantum Machine Learning (QML) in Neuroscience
Outside the lab
Opera & Music · Espresso Coffee · Cocktail Crafting · Traditional Makgeolli · Art & Science Convergence
Eunji Lee (이은지)

Eunji Lee

이은지

PhD / Graduate Student

Department of Psychology, Seoul National University

Education

BA in Psychology (Minor: Biological Sciences), Seoul National University

Research interests
Polygenic risk prediction · Gene-environment interactions in mental illness · Early life stress & adolescent psychopathology · Early intervention for psychiatric disorders
Outside the lab
Love and Life · Scientific Discovery
Bogyeom Kim (김보겸)

Bogyeom Kim

김보겸

PhD / Graduate Student

Department of Psychology, Seoul National University

Education

MS in Psychology, Seoul National University

BA in Social Welfare and Consumer Science, Seoul National University

Research interests
Depression & Familial factors · Representations of functional brain organization · Adolescent mental health
Outside the lab
Dessert & Journaling · Quality time with loved ones · Coffee
Heehwan Wang (왕희환)

Heehwan Wang

왕희환

PhD / Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

MS in Brain and Cognitive Science, Seoul National University

BA in Psychology (Minor: Brain-Mind-Behavior, Aesthetics), Seoul National University

Research interests
Gene-Brain-Behavior relationship · Neuroimaging & Deep Learning · Predictive modeling & early psychiatric intervention · Art & EEG Brain Decoding
Research experience and activities

MILA Fellow (2024-2025)

Outside the lab
Fashion · Sports & Music · Food & Beverage
Sangyoon Bae (배상윤)

Sangyoon Bae

배상윤

PhD / Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

BS in Biological Sciences (Student-Designed Minor: Computational Neuroscience), Seoul National University

Research interests
Spatiotemporal brain dynamics modeling (fMRI) · Frequency-Specific Multi-Band Attention · Self-supervised representation learning for neural decoding · Biologically inspired deep neural architectures
Research experience and activities

MILA Visiting Researcher

Outside the lab
Red Velvet & Jannabi · Jazz & Ukulele · Contemporary Dance & Art · Mint Chocolate Desserts
Jubin Choi (최주빈)

Jubin Choi

최주빈

PhD / Graduate Student

Department of Brain and Cognitive Sciences, SNU · Brookhaven National Laboratory (BNL) Visiting Researcher

Education

BS in Biology Education, Seoul National University

Research interests
Large Brain Models (LBM) · NeuroMamba: State-Space Foundation Models for fMRI · Scalable high-performance deep learning for 4D fMRI sequences · Representation learning on massive neuroimaging cohorts
Research experience and activities

NeurIPS 2025 Brain & Body Workshop Spotlight Author

Outside the lab
HPC & GPU Optimization · Coffee & Long Walks in NY
Jungwoo Seo (서정우)

Jungwoo Seo

서정우

PhD / Graduate Student

Department of Brain and Cognitive Sciences, SNU · Brookhaven National Laboratory (BNL) Visiting Researcher

Education

BS in Astronomy (Minor: Physics), Yonsei University

Research interests
MRI generative modeling · Virtual generative brain simulation · Physics-informed neural networks for neuroimaging
Outside the lab
The sunlight at dawn and dusk · Craft Beer · Beautiful theories (e.g., Least Action Principle)
Junghoon Park (박정훈)

Junghoon Park

박정훈

PhD / Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

BA in Economics (Minor in Political Science), Seoul National University

Research interests
Causal inference & Socioeconomic-biological integration · Wholistic science combining economics, genetics & neuroscience · Large-scale population health modeling
Outside the lab
(G)I-DLE (Official member of Neverland) · Rock Music · Philosophy (Nietzsche & Hannah Arendt) · Craft Beer & Coffee
Seung Yun Choi (최승연)

Seung Yun Choi

최승연

PhD / Graduate Student

Department of Brain and Cognitive Sciences, SNU

Education

MSc in Development and Socialization in Childhood and Adolescence, Utrecht University

BA in Chinese Literature and Culture & Psychology, Sungkyunkwan University

Research interests
Child and adolescent developmental neuroscience · Adverse childhood experiences & predictive modeling · Early psychiatric interventions
Outside the lab
Travel · Sports Climbing · Cello · Specialty Coffee
Seokjin Moon (문석진)

Seokjin Moon

문석진

MS-PhD / Graduate Student

Department of Brain and Cognitive Sciences, SNU

Education

BS in Brain and Cognitive Sciences

Research interests
EEG Foundation Models · Real-time Brain-Computer Interface (BCI) · Neuro-Art & EEG Affect Decoding
Outside the lab
OB/Scene Focus Exhibition Artist & Presenter · Electronic Music & Sound Engineering
Sebin Lee (이세빈)

Sebin Lee

이세빈

MS-PhD / Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

BS in Computer Science & Engineering

Research interests
DIVER-0: Fully Channel Equivariant EEG Foundation Model · Geometric Deep Learning for Neural Signals · Self-supervised EEG representation learning
Research experience and activities

ICML 2025 GenBio Workshop Spotlight Author

Outside the lab
Deep Learning Architectures · Hackathons
Seungju Lee (이승주)

Seungju Lee

이승주

Graduate Student

Department of Psychology, SNU

Education

MS in Psychology, Seoul National University

Research interests
Identification of Neurobiomarkers for Predicting Treatment Response in Major Depressive Disorder (MDD)
Outside the lab
Clinical Neuroimaging · Data Science
Allison Eun Se You (유은서)

Allison Eun Se You

유은서

Graduate Student

Department of Brain and Cognitive Sciences, SNU

Education

BSc in Molecular Biology & Biotechnology (Minor in Neuroscience), University of Hong Kong

Research interests
Personalized Psychiatry · Multimodal Data Integration
Bohee Lee (이보희)

Bohee Lee

이보희

Graduate Student

Department of Brain and Cognitive Sciences, SNU

Education

BA in Psychology, Université Paris Cité

Research interests
EEG / ECoG · Biosignal Processing · Attention & Cognitive Control · Mind-wandering
Dong Yeop Han (한동엽)

Dong Yeop Han

한동엽

Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

BS in Physics, Sungkyunkwan University (Summa Cum Laude)

Research interests
EEG Foundation Models · Computational Neuroscience · Machine Learning
Dowon Kim (김도원)

Dowon Kim

김도원

Graduate Student

Interdisciplinary Program in Artificial Intelligence (IPAI), SNU

Education

BA in Economics & BS in Computer Science and Engineering, Sogang University

Research interests
Brain Decoding · Brain-Computer Interfaces · Deep Learning
Kyungjin Oh (오경진)

Kyungjin Oh

오경진

Graduate Student

Department of Psychology, SNU

Education

BA in Psychology & Art History, Seoul National University

Research interests
Visual Narratives · Neural Correlates of Aesthetic Experience · Art & Neuroscience
Ahhyun Lee (이아현)

Ahhyun Lee

이아현

Integrated MS-PhD / Graduate Student

Department of Brain and Cognitive Sciences, SNU · Hasson Lab, Princeton University (Visiting Student Research Collaborator, Apr–Sep 2026)

Education

BS in Life Science (Minor in Computer Science and Engineering), POSTECH

Research interests
Brain-Language Alignment · EEG & Intracranial EEG Foundation Models · Individual-Level Neural Decoding
Yujin Yun (윤유진)

Yujin Yun

윤유진

Graduate Student

Department of Psychology, SNU

Education

BA in Education & Economics, Seoul National University

Research interests
Naturalistic Stimuli · Early Intervention · Developmental Neuroscience
Maria Pak (박마리아)

Maria Pak

박마리아

Graduate Student (On Leave)

Department of Psychology, SNU

Education

MA in Psychology, Seoul National University

Research interests
Cognitive Neuroscience · fMRI Connectivity
Outside the lab
Neuroscience research
Anna Jung (정안나)

Anna Jung

정안나

Undergraduate Research Intern

Seoul National University

Education

BA in English Language and Literature, Business Administration, SNU

Research interests
Evaluating Quantum Utility in User Application Cases · Entrepreneurship with Brain Foundation Model · Annotation-aware fMRI Analytics
Outside the lab
Acting · Street Dance · Becoming an Influencer
Jinil Kim (김진일)

Jinil Kim

김진일

Undergraduate Research Intern

Seoul National University

Education

BA in Linguistics & Psychology (senior), SNU

BS in Computer Science & Engineering (senior), SNU

Research interests
Interpreting latent structure in neural representations · Implicit Neural Representations (INR) · Neuroscience priors for brain foundation models
Outside the lab
Drums · Workouts · Musicals
Jungyoon Min (민정윤)

Jungyoon Min

민정윤

PhD Student, Neuroscience, University of Southern California

PhD Student, Neuroscience, University of Southern California

Education

MS in Brain and Cognitive Sciences, Seoul National University

Research interests
Polygenic Risk & White Matter Diffusion MRI · Deep Learning Prediction of Youth Depression and Suicidality · Lead author, Communications Medicine (2026)
Outside the lab
Neuroimaging & Genetics · Mentorship
Taeyang Lee (이태양)

Taeyang Lee

이태양

Research Intern

Seoul National University

Education

BS in Psychology, Seoul National University

Research interests
Emotion · Continuous Modeling for Brain Signal
Outside the lab
Workout · Film

Jeongeun Shin

신정은

Lab Coordinator

Connectome Lab, Seoul National University

Jinwoo Yi (이진우)

Jinwoo Yi

이진우

PhD Student, Psychology, UC San Diego

PhD Student, Psychology, UC San Diego

Education

MS in Brain and Cognitive Sciences, SNU

Junbeom Kwon (권준범)

Junbeom Kwon

권준범

Researcher, Pestilli Lab, UT Austin

Researcher, Pestilli Lab, UT Austin

Education

MA in Psychology, SNU

Seoyoung Lim (임서영)

Seoyoung Lim

임서영

Scientist, Samsung Biologics

Scientist, Samsung Biologics

Education

MS in Brain and Cognitive Sciences, SNU

Sooyoung Kim (김수영)

Sooyoung Kim

김수영

PhD Student, Computer Science, Rutgers University

PhD Student, Computer Science, Rutgers University

Education

MS in Brain and Cognitive Sciences, SNU

Joonwoo Kwon (권준우)

Joonwoo Kwon

권준우

PhD Student, Computer Science, Michigan State University

PhD Student, Computer Science, Michigan State University

Education

MS in Applied Bioengineering, SNU

Gakyung Kim (김가경)

Gakyung Kim

김가경

PhD Student, Brain and Cognitive Sciences, SNU

PhD Student, Brain and Cognitive Sciences, SNU

Education

MS in Brain and Cognitive Sciences, SNU

Yoonjung Yoonie Joo (주윤정)

Yoonjung Yoonie Joo

주윤정

Assistant Professor, SAIHST, Sungkyunkwan University

Assistant Professor, SAIHST, Sungkyunkwan University

Education

PhD — Visiting Scholar, Connectome Lab

David Keetae Park (박기태)

David Keetae Park

박기태

Researcher, Brookhaven National Laboratory

Researcher, Brookhaven National Laboratory

Education

PhD in Biomedical Engineering, Columbia University

Seungwook Han (한승욱)

Seungwook Han

한승욱

Graduate Researcher, MIT EECS

Graduate Researcher, MIT EECS

Education

BA — DSI Fellow, Columbia University

Jinhee Chang (장진희)

Jinhee Chang

장진희

BS — Research Assistant, Columbia University

Education

BS

Research experience and activities

Research Assistant, Columbia University

Alex Luna

Psychiatry Resident, Columbia University

Psychiatry Resident, Columbia University

Education

MD

Research experience and activities

Research Intern, Columbia University