Siamak Ravanbakhsh
32 papers
· 2014–2025
· 6 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(12)
π
Conference Polyglot
(6)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Academic Marathon
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Trendsetter Combo
(4)
π
Grand Slam
π
Keyword Champion
(2)
π¬
Deep Specialist
(12)
π§¬
Topic Evolution
π
Century Club
(32)
ποΈ
Keyword Collector
(114)
π
Conference Pioneer
β‘
Prolific Year
(5)
π₯
Unstoppable
(12)
Conferences
ICML (13)
NIPS (9)
AISTATS (5)
ICLR (3)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
representation learning
(6)
message passing
(5)
equivariant network
(4)
factor graph
(3)
graph neural network
(3)
group theory
(3)
combinatorial optimization
(3)
equivariant neural network
(3)
belief propagation
(3)
constraint satisfaction problem
(2)
point cloud classification
(2)
inductive bia
(2)
semantic segmentation
(2)
message passing algorithm
(2)
matrix completion
(2)
graphical model
(2)
deep learning
(2)
survey propagation
(2)
permutation equivariance
(2)
parameter sharing
(2)
Papers
On the Identifiability of Causal Abstractions
AISTATS 2025
E(3)-Equivariant Mesh Neural Networks
AISTATS 2024
Learning to Reach Goals via Diffusion
ICML 2024
Weight-Sharing Regularization
AISTATS 2024
Deep Models of Interactions Across Sets
ICML 2018
Min-Max Propagation
NIPS 2017
Equivariance Through Parameter-Sharing
ICML 2017
Deep Sets
NIPS 2017
Min-Max Problems on Factor Graphs
ICML 2014