Aseem Baranwal
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
Conferences
NIPS (2)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
node classification
(3)
stochastic block model
(3)
graph convolution
(2)
graph neural network
(2)
semi-supervised classification
(1)
spectral analysis
(1)
graph attention network
(1)
mixture of gaussian
(1)
sparse graph
(1)
linear separability
(1)
bayes optimality
(1)
attention mechanism
(1)
contextual stochastic block model
(1)
out-of-distribution generalization
(1)
message passing
(1)
generalization error
(1)
Papers
Analysis of Corrected Graph Convolutions
NIPS 2024
Optimality of Message-Passing Architectures for Sparse Graphs
NIPS 2023
Effects of Graph Convolutions in Multi-layer Networks
ICLR 2023
Graph Attention Retrospective
JMLR 2023
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
ICML 2021