Ameya Velingker
9 papers
· 2017–2024
· 5 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(17)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
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Cross-Pollinator
(12)
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Keyword Champion
π
Triple Crown
Conferences
ICML (4)
NIPS (2)
AISTATS (1)
COLT (1)
ICLR (1)
Top co-authors
Keywords
sparse attention
(2)
graph neural network
(2)
kernel ridge regression
(2)
random fourier feature
(2)
graph transformer
(2)
message passing
(2)
covariance estimation
(1)
efficient computing
(1)
binary matrix factorization
(1)
low-rank approximation
(1)
random walk
(1)
convex relaxation
(1)
locality sensitive hashing
(1)
gaussian kernel
(1)
robust estimation
(1)
binary matrix
(1)
memory complexity
(1)
approximation algorithm
(1)
memory efficiency
(1)
graph regression
(1)
Papers
Even Sparser Graph Transformers
NIPS 2024
Locality-Aware Graph Rewiring in GNNs
ICLR 2024
Affinity-Aware Graph Networks
NIPS 2023