Shih-Hsin Wang
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
point cloud
(1)
flow matching
(1)
graph construction
(1)
machine learning
(1)
expressive power
(1)
reference frame
(1)
algorithm
(1)
generative model
(1)
dynamical system
(1)
partial differential equation
(1)
equivariant graph neural network
(1)
molecular modeling
(1)
graph neural network
(1)
3d geometric structure
(1)
steerable feature
(1)
irreducible decomposition
(1)
normalization
(1)
generalizability
(1)
divergence loss
(1)
total variation gap
(1)
Papers
A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules
ICLR 2025
Improving Flow Matching by Aligning Flow Divergence
ICML 2025
An Explicit Frame Construction for Normalizing 3D Point Clouds
ICML 2024
Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks
ICLR 2024