publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. AI Engram: In Search of Memory Traces in Artificial Intelligence
    Jea Kwon*, Dong-Kyum Kim*, Jiwon Kim*, and 3 more authors
    ICML 2026 (Oral)
  2. Textual Supervision Enhances Geospatial Representations in Vision-Language Models
    Marcelo Sartori Locatelli, Fernando Tonucci, Jea Kwon, and 5 more authors
    ICML 2026 (Acceptance Rate=26.6%)
  3. Machine Behavior in Relational Moral Dilemmas: Moral Rightness, Predicted Human Behavior, and Model Decisions
    Jiseon Kim, Jea Kwon#, Luiz Felipe Vecchietti#, and 3 more authors
    ACL-Findings 2026 (Acceptance Rate=18%)
    # Corresponding Authors
  4. ACL
    How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models
    Minsung Kim, Dong-Kyum Kim, Jea Kwon, and 3 more authors
    ACL 2026 (Acceptance Rate=19%)
  5. From Human Cognition to AI Reasoning: Models, Methods, and Applications
    SoHyung Kim and Jea Kwon
    ICLR-Workshop 2026
  6. Cerebellar Tonic Inhibition Orchestrates the Maturation of Information Processing and Motor Coordination
    Jea Kwon*, Sunpil Kim*, Junsung Woo, and 5 more authors
    Exp. Mol. Med. 2026 (5-year IF=14.2, 2024)
  7. Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment
    Jea Kwon*, Luiz Felipe Vecchietti, Sungwon Park, and 1 more author
    AAAI 2026 (AI Alignment Track, Acceptance Rate=22.65%)
  8. Bilinear Relational Structure Fixes Reversal Curse and Enables Consistent Model Editing
    Dong-Kyum Kim, Minsung Kim, Jea Kwon, and 2 more authors
    ICLR 2026 (Acceptance Rate=28%)
  9. Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
    Nakyeong Yang, Dong-Kyum Kim, Jea Kwon, and 3 more authors
    ICLR 2026 (Acceptance Rate=28%)

2025

  1. In Search of the Engram in LLMs: A Neuroscience Perspective on the Memory Functions in AI Models
    Minsung Kim, Jea Kwon, Dong-Kyum Kim, and 1 more author
    ICLR-Blogpost 2025
  2. Integrating Artificial Intelligence and Optogenetics for Parkinson’s Disease Diagnosis and Therapeutics in Male Mice
    Bobae Hyeon, Jaehyun Shin, Jae-Hun Lee, and 11 more authors
    Nat. Commun. 2025
  3. Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment
    Jiseon Kim*, Jea Kwon*, Luiz Felipe Vecchietti*, and 2 more authors
    ICLR-Workshop 2025
  4. Brain-inspired Lp-Convolution Benefits Large Kernels and Aligns Better with Visual Cortex
    Jea Kwon*, SungJun Lim, Kyungwoo Song, and 1 more author
    ICLR 2025 (Acceptance Rate=32.08%)

2024

  1. Egocentric 3D Skeleton Learning in Identity-Aware Deep LSTM Network Encodes Obese-Like Motion Representations
    Jea Kwon*, Moonsun Sa, Hyewon Kim, and 2 more authors
    ICLR-Workshop 2024
  2. Brain-inspired Lp-Convolution Benefits Large Kernels and Aligns Better with Visual Cortex
    Jea Kwon*, SungJun Lim, Kyungwoo Song, and 1 more author
    ICLR-Workshop 2024
  3. SUBTLE: An Unsupervised Platform with Temporal Link Embedding that Maps Animal Behavior
    Jea Kwon*, Sunpil Kim, Dong-Kyum Kim, and 4 more authors
    IJCV 2024 (5-year IF=15.5, 2024)
  4. Egocentric 3D Skeleton Learning in a Deep Neural Network Encodes Obese-like Motion Representations
    Jea Kwon*, Moonsun Sa, Hyewon Kim, and 2 more authors
    Exp. Neurobiol. 2024 (Featured on the cover)
  5. GolpHCat (TMEM87A), a Unique Voltage-Dependent Cation Channel in Golgi Apparatus, Contributes to Golgi-pH Maintenance and Hippocampus-Dependent Memory
    Hyunji Kang, Ah-reum Han, Aihua Zhang, and 9 more authors
    Nat. Commun. 2024

2023

  1. Transformer as a Hippocampal Memory Consolidation Model Based on NMDAR-Inspired Nonlinearity
    Dong-Kyum Kim*, Jea Kwon*, Meeyoung Cha, and 1 more author
    NeurIPS 2023 (Acceptance Rate=26.1%)
  2. Hypothalamic GABRA5-Positive Neurons Control Obesity via Astrocytic GABA
    Moonsun Sa, Eun-Seon Yoo, Wuhyun Koh, and 9 more authors
    Nat. Metab. 2023
  3. SUBTLE: An Unsupervised Platform with Temporal Link Embedding that Maps Animal Behavior
    Jea Kwon*, Sunpil Kim, Dong-Kyum Kim, and 4 more authors
    CVPR-Workshop 2023
  4. Visualizing Reactive Astrocyte-Neuron Interaction in Alzheimer’s Disease Using 11C-Acetate and 18F-FDG
    Min-Ho Nam, Hae Young Ko, Dongwoo Kim, and 18 more authors
    Brain 2023

2022

  1. Transformer Needs NMDA Receptor Nonlinearity for Long-Term Memory
    Dong-Kyum Kim, Jea Kwon, Meeyoung Cha, and 1 more author
    NeurIPS-Workshop 2022
  2. AVATAR: AI Vision Analysis for Three-Dimensional Action in Real-Time
    Daegun Kim, Jineun Kim, Wongyo Jung, and 9 more authors
    CVPR-Workshop 2022
  3. Dopamine-Induced Astrocytic Ca2+ Signaling in mPFC is Mediated by MAO-B in Young Mice, but by Dopamine Receptors in Adult Mice
    Sunpil Kim, Jea Kwon, Mingu Gordon Park, and 1 more author
    Mol. Brain 2022
  4. Astrocytic Urea Cycle Detoxifies Aβ-Derived Ammonia While Impairing Memory in Alzheimer’s Disease
    Yeon Ha Ju, Mridula Bhalla, Seung Jae Hyeon, and 8 more authors
    Cell Metab. 2022
  5. Generation of Astrocyte-Specific MAOB Conditional Knockout Mouse with Minimal Tonic GABA Inhibition
    Jung Moo Lee, Moonsun Sa, Heeyoung An, and 4 more authors
    Exp. Neurobiol. 2022

2021

  1. Retina-Attached Slice Recording Reveals Light-Triggered Tonic GABA Signaling in Suprachiasmatic Nucleus
    Jea Kwon*, Minwoo Wendy Jang, and C. Justin Lee
    Mol. Brain 2021
  2. A Deafness Associated Protein TMEM43 Interacts with KCNK3 (TASK-1) Two-Pore Domain K+ (K2P) Channel in the Cochlea
    Minwoo Wendy Jang, Tai Young Kim, Kushal Sharma, and 3 more authors
    Exp. Neurobiol. 2021
  3. Ultimate COVID-19 Detection Protocol Based on Saliva Sampling and qRT-PCR with Risk Probability Assessment
    Joungha Won, Hasan Hüseyin Kazan, Jea Kwon, and 6 more authors
    Exp. Neurobiol. 2021

2020

  1. Excitation-Inhibition Imbalance Leads to Alteration of Neuronal Coherence and Neurovascular Coupling Under Acute Stress
    Kayoung Han, Myunghee Lee, Hyun-Kyoung Lim, and 5 more authors
    J. Neurosci. 2020

2019

  1. Ultrasonic Neuromodulation via Astrocytic TRPA1
    Soo-Jin Oh, Jung Moo Lee, Hyun-Bum Kim, and 8 more authors
    Curr. Biol. 2019
  2. Tweety-Homolog (Ttyh) Family Encodes the Pore-Forming Subunits of the Swelling-Dependent Volume-Regulated Anion Channel (VRACswell) in the Brain
    Young-Eun Han, Jea Kwon, Joungha Won, and 8 more authors
    Exp. Neurobiol. 2019

2018

  1. Control of Motor Coordination by Astrocytic Tonic GABA Release Through Modulation of Excitation/Inhibition Balance in Cerebellum
    Junsung Woo, Joo Ok Min, Dae-Si Kang, and 8 more authors
    PNAS 2018
  2. Development of a Low-Cost, Comprehensive Recording System for Circadian Rhythm Behavior
    Jea Kwon*, Min Gu Park, Seung Eun Lee, and 1 more author
    Exp. Neurobiol. 2018

2017

  1. Orai1 and Orai3 in Combination with Stim1 Mediate the Majority of Store-Operated Calcium Entry in Astrocytes
    Jea Kwon*, Heeyoung An, Moonsun Sa, and 3 more authors
    Exp. Neurobiol. 2017

2016

  1. The Ca2+-Activated Chloride Channel Anoctamin-2 Mediates Spike-Frequency Adaptation and Regulates Sensory Transmission in Thalamocortical Neurons
    Go Eun Ha, Jaekwang Lee, Hankyul Kwak, and 8 more authors
    Nat. Commun. 2016