Youngjoon Hong
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Keywords
physics-informed neural network
(3)
partial differential equation
(3)
automatic differentiation
(2)
neural network optimization
(1)
generative model
(1)
diffusion model
(1)
inverse problem
(1)
normalizing flow
(1)
model training
(1)
consistency model
(1)
ordinary differential equation
(1)
rectified flow
(1)
ode solver
(1)
neural network approximation
(1)
constant acceleration
(1)
monotone operator
(1)
invertible transformation
(1)
lipshitz constant
(1)
navier-stokes equation
(1)
numerical method
(1)
Papers
PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations
ICLR 2025
Constant Acceleration Flow
NeurIPS 2024
PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers
AAAI 2023
Separable Physics-Informed Neural Networks
NeurIPS 2023
Invertible Monotone Operators for Normalizing Flows
NeurIPS 2022
Robust Neural Networks inspired by Strong Stability Preserving Runge-Kutta methods
ECCV 2020