Kimon Fountoulakis
14 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(5)
π
Triple Crown
π
Century Club
(14)
π₯
Unstoppable
(6)
Conferences
ICML (6)
ICLR (2)
JMLR (2)
NIPS (2)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
local graph clustering
(5)
spectral clustering
(3)
l1 regularization
(2)
stochastic block model
(2)
node classification
(2)
network analysis
(2)
seed set expansion
(2)
graph neural network
(2)
primal-dual optimization
(1)
attention mechanism
(1)
accelerated optimization
(1)
random walk
(1)
generalization error
(1)
kernel smoothing
(1)
diffusion process
(1)
message passing
(1)
graph theory
(1)
network flow
(1)
graph diffusion
(1)
hypergraph clustering
(1)
Papers
Positional Attention: Expressivity and Learnability of Algorithmic Computation
ICML 2025
Simulation of Graph Algorithms with Looped Transformers
ICML 2024
Local Graph Clustering with Noisy Labels
ICLR 2024
Optimality of Message-Passing Architectures for Sparse Graphs
NIPS 2023
Effects of Graph Convolutions in Multi-layer Networks
ICLR 2023
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
ICML 2023
Graph Attention Retrospective
JMLR 2023
Open Problem: Running time complexity of accelerated $\ell_1$-regularized PageRank
COLT 2022
Local Hyper-Flow Diffusion
NIPS 2021
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
ICML 2021
Statistical guarantees for local graph clustering
JMLR 2021
Statistical guarantees for local graph clustering
AISTATS 2020
p-Norm Flow Diffusion for Local Graph Clustering
ICML 2020
Capacity Releasing Diffusion for Speed and Locality
ICML 2017