Sundeep Prabhakar Chepuri
4 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Grand Slam
Venues
Top co-authors
Research topics
Keywords
graph neural network
(2)
contrastive learning
(1)
self-supervised learning
(1)
topological data analysis
(1)
covariance matrix
(1)
spectral analysis
(1)
permutation invariance
(1)
higher-order interaction
(1)
simplicial complex
(1)
scattering transform
(1)
simplicial neural network
(1)
topology preservation
(1)
high-frequency information
(1)
filter bank network
(1)
random walk matrices
(1)
robustness to perturbations
(1)
unsupervised learning
(1)
simplicial scattering transform
(1)
Papers
Covariance Scattering Transforms
AAAI 2026
SaNN: Simple Yet Powerful Simplicial-aware Neural Networks
ICLR 2024
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms
ICML 2024
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning
NeurIPS 2023