@inproceedings{kwon2026icml_moir,title={Moir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing},author={Kwon, Jea and Kim, Jiwon and Kim, Dong-Kyum and Cha, Meeyoung},booktitle={ICML Mechanistic Interpretability Workshop},year={2026},theme={interpretability}}
@inproceedings{kwon2026icml_aiengram,title={AI Engram: In Search of Memory Traces in Artificial Intelligence},author={Kwon, Jea and Kim, Dong-Kyum and Kim, Jiwon and Kim, Yonghyun and Kook, Woong and Cha, Meeyoung},booktitle={International Conference on Machine Learning},year={2026},highlight={Oral},theme={interpretability, neuroai}}
@inproceedings{kwon2026icml_aiengran,title={Textual Supervision Enhances Geospatial Representations in Vision-Language Models},author={Locatelli, Marcelo Sartori and Tonucci, Fernando and Kwon, Jea and Vecchietti, Luiz Felipe and Wijaya, Bryan Nathanael and Low, Cheng Yaw and Almeida, Virgilio and Cha, Meeyoung},booktitle={International Conference on Machine Learning},year={2026},highlight={Acceptance Rate=26.6\%}}
@inproceedings{kim2026acl_moral,title={Machine Behavior in Relational Moral Dilemmas: Moral Rightness, Predicted Human Behavior, and Model Decisions},author={Kim, Jiseon and Kwon#, Jea and Vecchietti#, Luiz Felipe and Dong, Wenchao and Kim, Jaehong and Cha#, Meeyoung},booktitle={Findings of the 64th Annual Meeting of the Association for Computational Linguistics},year={2026},note={# Corresponding Authors},highlight={Acceptance Rate=18\%},theme={alignment}}
@inproceedings{kim2026acl_parametric,title={How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models},author={Kim, Minsung and Kim, Dong-Kyum and Kwon, Jea and Yang, Nakyeong and Jung, Kyomin and Cha, Meeyoung},booktitle={Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics},year={2026},highlight={Acceptance Rate=19\%},theme={interpretability}}
@inproceedings{kim2026iclr_cognitive,title={From Human Cognition to AI Reasoning: Models, Methods, and Applications},author={Kim, SoHyung and Kwon, Jea},booktitle={ICLR HCAIR Workshop},year={2026},theme={neuroai}}
@article{kwon2026emm,title={Cerebellar Tonic Inhibition Orchestrates the Maturation of Information Processing and Motor Coordination},author={Kwon, Jea and Kim, Sunpil and Woo, Junsung and Tanaka-Yamamoto, Keiko and James, Olivia and De Schutter, Erik and Hong, Sungho and Lee, C. Justin},journal={Experimental \& Molecular Medicine},year={2026},doi={10.1038/s12276-026-01657-8},highlight={5-year IF=14.2, 2024},theme={neuroai}}
@inproceedings{kwon2026aaai,title={Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment},author={Kwon, Jea and Vecchietti, Luiz Felipe and Park, Sungwon and Cha, Meeyoung},booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},year={2026},highlight={AI Alignment Track, Acceptance Rate=22.65\%},theme={alignment}}
@inproceedings{kim2026iclr_reversal,title={Bilinear Relational Structure Fixes Reversal Curse and Enables Consistent Model Editing},author={Kim, Dong-Kyum and Kim, Minsung and Kwon, Jea and Yang, Nakyeong and Cha, Meeyoung},booktitle={International Conference on Learning Representations},year={2026},highlight={Acceptance Rate=28\%},theme={interpretability}}
@inproceedings{yang2026iclr_unlearning,title={Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning},author={Yang, Nakyeong and Kim, Dong-Kyum and Kwon, Jea and Kim, Minsung and Jung, Kyomin and Cha, Meeyoung},booktitle={International Conference on Learning Representations},year={2026},highlight={Acceptance Rate=28\%},theme={interpretability}}
@inproceedings{kim2025search,title={In Search of the Engram in LLMs: A Neuroscience Perspective on the Memory Functions in AI Models},author={Kim, Minsung and Kwon, Jea and Kim, Dong-Kyum and Cha, Meeyoung},booktitle={ICLR Blogposts Track},year={2025},theme={interpretability, neuroai}}
@article{hyeon2025natcommun,title={Integrating Artificial Intelligence and Optogenetics for Parkinson's Disease Diagnosis and Therapeutics in Male Mice},author={Hyeon, Bobae and Shin, Jaehyun and Lee, Jae-Hun and Kim, Woori and Kwon, Jea and Lee, Heeyoung and Kim, Dae-gun and Kim, Choong Yeon and Choi, Sian and Jeong, Jae-Woong and Kim, Kwang-Soo and Lee, C. Justin and Kim, Daesoo and Heo, Won Do},journal={Nature Communications},year={2025},doi={10.1038/s41467-025-63025-w},theme={neuroai}}
@inproceedings{kim2025iclrw_bialign,title={Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment},author={Kim, Jiseon and Kwon, Jea and Vecchietti, Luiz Felipe and Oh, Alice and Cha, Meeyoung},booktitle={ICLR Bi-Align Workshop},year={2025},theme={alignment}}
@inproceedings{kwon2025iclr,title={Brain-inspired Lp-Convolution Benefits Large Kernels and Aligns Better with Visual Cortex},author={Kwon, Jea and Lim, SungJun and Song, Kyungwoo and Lee, C. Justin},booktitle={International Conference on Learning Representations},year={2025},highlight={Acceptance Rate=32.08\%},theme={neuroai}}
@inproceedings{kwon2024iclr_ts4h,title={Egocentric 3D Skeleton Learning in Identity-Aware Deep LSTM Network Encodes Obese-Like Motion Representations},author={Kwon, Jea and Sa, Moonsun and Kim, Hyewon and Seong, Yejin and Lee, C. Justin},booktitle={ICLR TS4H Workshop},year={2024},theme={neuroai}}
@inproceedings{kwon2024iclr_realign,title={Brain-inspired Lp-Convolution Benefits Large Kernels and Aligns Better with Visual Cortex},author={Kwon, Jea and Lim, SungJun and Song, Kyungwoo and Lee, C. Justin},booktitle={ICLR Re-Align Workshop},year={2024},theme={neuroai}}
@article{kwon2024ijcv,title={SUBTLE: An Unsupervised Platform with Temporal Link Embedding that Maps Animal Behavior},author={Kwon, Jea and Kim, Sunpil and Kim, Dong-Kyum and Joo, Jinhyeong and Kim, SoHyung and Cha, Meeyoung and Lee, C. Justin},journal={International Journal of Computer Vision},year={2024},doi={10.1007/s11263-024-02072-0},highlight={5-year IF=15.5, 2024},theme={neuroai}}
@article{kwon2024expneurobiol,title={Egocentric 3D Skeleton Learning in a Deep Neural Network Encodes Obese-like Motion Representations},author={Kwon, Jea and Sa, Moonsun and Kim, Hyewon and Seong, Yejin and Lee, C. Justin},journal={Experimental Neurobiology},year={2024},doi={10.5607/en24008},highlight={Featured on the cover},theme={neuroai}}
@article{kang2024natcommun,title={GolpHCat (TMEM87A), a Unique Voltage-Dependent Cation Channel in Golgi Apparatus, Contributes to Golgi-pH Maintenance and Hippocampus-Dependent Memory},author={Kang, Hyunji and Han, Ah-reum and Zhang, Aihua and Jeong, Heejin and Koh, Wuhyun and Lee, Jung Moo and Lee, Hayeon and Jo, Hee Young and Maria-Solano, Miguel A and Bhalla, Mridula and Kwon, Jea and others},journal={Nature Communications},year={2024},doi={10.1038/s41467-024-49297-8},theme={neuroscience}}
@inproceedings{kim2023neurips,title={Transformer as a Hippocampal Memory Consolidation Model Based on NMDAR-Inspired Nonlinearity},author={Kim, Dong-Kyum and Kwon, Jea and Cha, Meeyoung and Lee, C. Justin},booktitle={Advances in Neural Information Processing Systems},year={2023},highlight={Acceptance Rate=26.1\%},theme={neuroai}}
@article{sa2023natmetab,title={Hypothalamic GABRA5-Positive Neurons Control Obesity via Astrocytic GABA},author={Sa, Moonsun and Yoo, Eun-Seon and Koh, Wuhyun and Park, Mingu Gordon and Jang, Hyun-Jun and Yang, Yong Ryoul and Bhalla, Mridula and Lee, Jae-Hun and Lim, Jiwoon and Won, Woojin and Kwon, Jea and others},journal={Nature Metabolism},year={2023},doi={10.1038/s42255-023-00877-w},theme={neuroscience}}
@inproceedings{kwon2023cvprw,title={SUBTLE: An Unsupervised Platform with Temporal Link Embedding that Maps Animal Behavior},author={Kwon, Jea and Kim, Sunpil and Kim, Dong-Kyum and Joo, Jinhyeong and Kim, SoHyung and Cha, Meeyoung and Lee, C. Justin},booktitle={CVPR CV4Animals Workshop},year={2023},theme={neuroai}}
@article{nam2023brain,title={Visualizing Reactive Astrocyte-Neuron Interaction in Alzheimer's Disease Using 11C-Acetate and 18F-FDG},author={Nam, Min-Ho and Ko, Hae Young and Kim, Dongwoo and Lee, Sangwon and Park, Yongmin Mason and Hyeon, Seung Jae and Won, Woojin and Chung, Jee-In and Kim, Seon Yoo and Jo, Han Hee and Oh, Kyeong Taek and Han, Young-Eun and Lee, Gwan-Ho and Ju, Yeon Ha and Lee, Hyowon and Kim, Hyunjin and Heo, Jaejun and Bhalla, Mridula and Kim, Ki Jung and Kwon, Jea and others},journal={Brain},year={2023},doi={10.1093/brain/awad037},theme={neuroscience}}
@inproceedings{kim2022neuripsw,title={Transformer Needs NMDA Receptor Nonlinearity for Long-Term Memory},author={Kim, Dong-Kyum and Kwon, Jea and Cha, Meeyoung and Lee, C. Justin},booktitle={NeurIPS MemARI Workshop},year={2022},theme={neuroai}}
@inproceedings{kim2022cvprw,title={AVATAR: AI Vision Analysis for Three-Dimensional Action in Real-Time},author={Kim, Daegun and Kim, Jineun and Jung, Wongyo and Park, Jungoon and Kim, Mingyu and Shin, Anna and Jeong, Yong-Cheol and Park, Seahyung and Shin, Gwanhoo and Lee, Ye Won and Kwon, Jea and Kim, Daesoo},booktitle={CVPR CV4Animals Workshop},year={2022},theme={neuroai}}
@article{kim2022molbrain,title={Dopamine-Induced Astrocytic Ca2+ Signaling in mPFC is Mediated by MAO-B in Young Mice, but by Dopamine Receptors in Adult Mice},author={Kim, Sunpil and Kwon, Jea and Park, Mingu Gordon and Lee, C. Justin},journal={Molecular Brain},year={2022},doi={10.1186/s13041-022-00977-w},theme={neuroscience}}
@article{ju2022cellmetab,title={Astrocytic Urea Cycle Detoxifies A{$\beta$}-Derived Ammonia While Impairing Memory in Alzheimer's Disease},author={Ju, Yeon Ha and Bhalla, Mridula and Hyeon, Seung Jae and Oh, Ju Eun and Yoo, Seonguk and Chae, Uikyu and Kwon, Jea and Koh, Wuhyun and Lim, Jiwoon and Park, Yongmin Mason and others},journal={Cell Metabolism},year={2022},doi={10.1016/j.cmet.2022.05.011},theme={neuroscience}}
@article{lee2022expneurobiol,title={Generation of Astrocyte-Specific MAOB Conditional Knockout Mouse with Minimal Tonic GABA Inhibition},author={Lee, Jung Moo and Sa, Moonsun and An, Heeyoung and Kim, Jong Min Joseph and Kwon, Jea and Yoon, Bo-Eun and Lee, C. Justin},journal={Experimental Neurobiology},year={2022},doi={10.5607/en22016},theme={neuroscience}}
@article{jang2021expneurobiol,title={A Deafness Associated Protein TMEM43 Interacts with KCNK3 (TASK-1) Two-Pore Domain K+ (K2P) Channel in the Cochlea},author={Jang, Minwoo Wendy and Kim, Tai Young and Sharma, Kushal and Kwon, Jea and Yi, Eunyoung and Lee, C. Justin},journal={Experimental Neurobiology},year={2021},doi={10.5607/en21028},theme={neuroscience}}
@article{won2021expneurobiol,title={Ultimate COVID-19 Detection Protocol Based on Saliva Sampling and qRT-PCR with Risk Probability Assessment},author={Won, Joungha and Kazan, Hasan H{\"u}seyin and Kwon, Jea and Park, Myungsun and Ergun, Mehmet Ali and Ozcan, Sureyya and Choi, Byung Yoon and Heo, Won Do and Lee, C. Justin},journal={Experimental Neurobiology},year={2021},doi={10.5607/en20063}}
@article{han2020jneurosci,title={Excitation-Inhibition Imbalance Leads to Alteration of Neuronal Coherence and Neurovascular Coupling Under Acute Stress},author={Han, Kayoung and Lee, Myunghee and Lim, Hyun-Kyoung and Jang, Minwoo Wendy and Kwon, Jea and Lee, C. Justin and Kim, Seong-Gi and Suh, Minah},journal={Journal of Neuroscience},year={2020},doi={10.1523/jneurosci.1553-20.2020},theme={neuroscience}}
@article{oh2019currbiol,title={Ultrasonic Neuromodulation via Astrocytic TRPA1},author={Oh, Soo-Jin and Lee, Jung Moo and Kim, Hyun-Bum and Lee, Jungpyo and Han, Sungmin and Bae, Jin Young and Hong, Gyu-Sang and Koh, Wuhyun and Kwon, Jea and Hwang, Eun-Sang and others},journal={Current Biology},year={2019},doi={10.1016/j.cub.2019.08.021},theme={neuroscience}}
@article{han2019expneurobiol,title={Tweety-Homolog (Ttyh) Family Encodes the Pore-Forming Subunits of the Swelling-Dependent Volume-Regulated Anion Channel (VRACswell) in the Brain},author={Han, Young-Eun and Kwon, Jea and Won, Joungha and An, Heeyoung and Jang, Minwoo Wendy and Woo, Junsung and Lee, Je Sun and Park, Min Gu and Yoon, Bo-Eun and Lee, Seung Eun and others},journal={Experimental Neurobiology},year={2019},doi={10.5607/en.2019.28.2.183},theme={neuroscience}}
@article{woo2018pnas,title={Control of Motor Coordination by Astrocytic Tonic GABA Release Through Modulation of Excitation/Inhibition Balance in Cerebellum},author={Woo, Junsung and Min, Joo Ok and Kang, Dae-Si and Kim, Yoo Sung and Jung, Guk Hwa and Park, Hyun Jung and Kim, Sunpil and An, Heeyoung and Kwon, Jea and Kim, Jeongyeon and others},journal={Proceedings of the National Academy of Sciences},year={2018},doi={10.1073/pnas.1721187115},theme={neuroscience}}
@article{kwon2018expneurobiol,title={Development of a Low-Cost, Comprehensive Recording System for Circadian Rhythm Behavior},author={Kwon, Jea and Park, Min Gu and Lee, Seung Eun and Lee, C. Justin},journal={Experimental Neurobiology},year={2018},doi={10.5607/en.2018.27.1.65},theme={neuroscience}}
@article{kwon2017expneurobiol,title={Orai1 and Orai3 in Combination with Stim1 Mediate the Majority of Store-Operated Calcium Entry in Astrocytes},author={Kwon, Jea and An, Heeyoung and Sa, Moonsun and Won, Joungha and Shin, Jeong Im and Lee, C. Justin},journal={Experimental Neurobiology},year={2017},doi={10.5607/en.2017.26.1.42},theme={neuroscience}}
@article{ha2016natcommun,title={The Ca2+-Activated Chloride Channel Anoctamin-2 Mediates Spike-Frequency Adaptation and Regulates Sensory Transmission in Thalamocortical Neurons},author={Ha, Go Eun and Lee, Jaekwang and Kwak, Hankyul and Song, Kiyeong and Kwon, Jea and Jung, Soon-Young and Hong, Joohyeon and Chang, Gyeong-Eon and Hwang, Eun Mi and Shin, Hee-Sup and others},journal={Nature Communications},year={2016},doi={10.1038/ncomms13791},theme={neuroscience}}