Lee, Hyungi

18 publications

ICLR 2025 Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series Byoungwoo Park, Hyungi Lee, Juho Lee
NeurIPS 2025 Compact Memory for Continual Logistic Regression Yohan Jung, Hyungi Lee, Wenlong Chen, Thomas Möllenhoff, Yingzhen Li, Juho Lee, Mohammad Emtiyaz Khan
ICLR 2025 Dimension Agnostic Neural Processes Hyungi Lee, Chaeyun Jang, Dong Bok Lee, Juho Lee
NeurIPS 2025 PANGEA: Projection-Based Augmentation with Non-Relevant General Data for Enhanced Domain Adaptation in LLMs Seungyoo Lee, Giung Nam, Moonseok Choi, Hyungi Lee, Juho Lee
NeurIPS 2025 Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation Chaeyun Jang, Deukhwan Cho, Seanie Lee, Hyungi Lee, Juho Lee
NeurIPS 2025 Test Time Scaling for Neural Processes Hyungi Lee, Moonseok Choi, Hyunsu Kim, Kyunghyun Cho, Rajesh Ranganath, Juho Lee
ICLR 2025 Variational Bayesian Pseudo-Coreset Hyungi Lee, Seungyoo Lee, Juho Lee
NeurIPSW 2024 Efficient Modeling of Irregular Time-Series with Stochastic Optimal Control Byoungwoo Park, Hyungi Lee, Juho Lee
ICLR 2024 Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling Hyungi Lee, Giung Nam, Edwin Fong, Juho Lee
NeurIPS 2024 Model Fusion Through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang, Hyungi Lee, Jungtaek Kim, Juho Lee
ICLR 2024 Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning Moonseok Choi, Hyungi Lee, Giung Nam, Juho Lee
NeurIPS 2023 Function Space Bayesian Pseudocoreset for Bayesian Neural Networks Balhae Kim, Hyungi Lee, Juho Lee
ICMLW 2023 Function Space Bayesian Pseudocoreset for Bayesian Neural Networks Balhae Kim, Hyungi Lee, Juho Lee
ICLR 2023 Martingale Posterior Neural Processes Hyungi Lee, Eunggu Yun, Giung Nam, Edwin Fong, Juho Lee
ICML 2023 Regularizing Towards Soft Equivariance Under Mixed Symmetries Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee
ICML 2023 Traversing Between Modes in Function Space for Fast Ensembling Eunggu Yun, Hyungi Lee, Giung Nam, Juho Lee
ICML 2022 Improving Ensemble Distillation with Weight Averaging and Diversifying Perturbation Giung Nam, Hyungi Lee, Byeongho Heo, Juho Lee
ICLR 2022 Scale Mixtures of Neural Network Gaussian Processes Hyungi Lee, Eunggu Yun, Hongseok Yang, Juho Lee