Ling Hu
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
shape correspondence
(2)
geometric deep learning
(2)
cross-lingual transfer
(2)
spectral method
(2)
unsupervised clustering
(1)
in-context learning
(1)
cross-lingual embedding
(1)
spectral analysis
(1)
spectral filtering
(1)
low-resource language
(1)
convolutional neural network
(1)
functional map
(1)
word embedding
(1)
bilingual lexicon induction
(1)
language pair
(1)
subspace alignment
(1)
neuron probing
(1)
spectral convolutional neural network
(1)
anisotropic laplace-beltrami operator
(1)
manifold convolution
(1)
Papers
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
EMNLP 2025
DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction
ACL 2024
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation
CVPR 2021
Shape correspondence using anisotropic Chebyshev spectral CNNs
CVPR 2020