Publications
Newest first. Citations are on Google Scholar.
2026
-
Moir: Let the Model Direct Its Own Story for Robust Cross-Domain Knowledge Editing
-
AI Engram: In Search of Memory Traces in Artificial Intelligence
-
Bilinear representation mitigates reversal curse and enables consistent model editing
-
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
-
How Training Data Shapes the Use of Parametric and In-Context Knowledge in Language Models
2025
2024
2023
-
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
NeurIPSPaper -
Multidimensional entropic bound: Estimator of entropy production for Langevin dynamics with an arbitrary time-dependent protocol
Physical Review ResearchPaper -
Neural Classification of Terrestrial Biomes
IEEE BigCompPaper
2022
-
Transformer needs NMDA receptor nonlinearity for long-term memory
-
Estimating entropy production with odd-parity state variables via machine learning
-
Inferring dissipation maps from videos using convolutional neural networks
2021
-
Deep reinforcement learning for feedback control in a collective flashing ratchet
2020
-
Learning Entropy Production via Neural Networks
-
Multi-label classification of historical documents by using hierarchical attention networks
Journal of the Korean Physical SocietyPaper