Hyungi Lee
12 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Cross-Pollinator (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13)
π€
Dynamic Duo
(12)
π
Triple Crown
π
Century Club
(12)
Conferences
ICLR (7)
ICML (3)
NIPS (2)
Top co-authors
Keywords
neural network ensemble
(2)
image classification
(1)
variational inference
(1)
ensemble learning
(1)
bayesian inference
(1)
hyperparameter optimization
(1)
knowledge distillation
(1)
motion forecasting
(1)
deep learning
(1)
model fusion
(1)
function space
(1)
bayesian optimization
(1)
multi-objective optimization
(1)
ensemble distillation
(1)
weight averaging
(1)
bayesian neural network
(1)
mode connectivity
(1)
inference cost
(1)
language model fine-tuning
(1)
deep ensemble
(1)
Papers
Dimension Agnostic Neural Processes
ICLR 2025
Variational Bayesian Pseudo-Coreset
ICLR 2025
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
ICLR 2025
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
NIPS 2024
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling
ICLR 2024
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
ICLR 2024
Traversing Between Modes in Function Space for Fast Ensembling
ICML 2023
Martingale Posterior Neural Processes
ICLR 2023
Regularizing Towards Soft Equivariance Under Mixed Symmetries
ICML 2023
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
NIPS 2023
Scale Mixtures of Neural Network Gaussian Processes
ICLR 2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation
ICML 2022