Xuan Son Nguyen
7 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
(3)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Keywords
grassmann manifold
(3)
symmetric positive definite matrix
(2)
matrix manifold
(2)
gyrovector space
(2)
neural network
(2)
gaussian distribution
(1)
node classification
(1)
lie group
(1)
skeleton-based recognition
(1)
hyperbolic space
(1)
knowledge graph completion
(1)
stiefel manifold
(1)
hand gesture recognition
(1)
symmetric space
(1)
hyperbolic geometry
(1)
symmetric positive definite matrice
(1)
hyperbolic neural network
(1)
skeleton data
(1)
spd matrix
(1)
3d skeleton
(1)
Papers
Neural networks on Symmetric Spaces of Noncompact Type
ICLR 2025
Matrix Manifold Neural Networks++
ICLR 2024
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach
ICML 2023
A Gyrovector Space Approach for Symmetric Positive Semi-Definite Matrix Learning
ECCV 2022
The Gyro-Structure of Some Matrix Manifolds
NeurIPS 2022
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition
ICCV 2021
A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition
CVPR 2019