Woojin Cho
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🏆
Grand Slam
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Architectures
(4)
Optimization & Theory
(4)
Core Methods
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Capabilities
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
physics-informed neural network
(2)
feature learning
(1)
few-shot learning
(1)
test-time adaptation
(1)
time series classification
(1)
low-rank approximation
(1)
time series forecasting
(1)
fourier transform
(1)
latent representation
(1)
partial differential equation
(1)
neural ordinary differential equation
(1)
parameter-efficient fine-tuning
(1)
task vector
(1)
parameter space
(1)
residual network
(1)
neural operator
(1)
hand-object interaction
(1)
physics simulation
(1)
design optimization
(1)
collision detection
(1)
Papers
Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation
CVPR 2026
Neural Functions for Learning Periodic Signal
ICLR 2025
Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics
ECCV 2024
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
ICLR 2024
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
AAAI 2024
Parameterized Physics-informed Neural Networks for Parameterized PDEs
ICML 2024
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
NeurIPS 2023