Charalampos Tsourakakis
5 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (3)
NIPS (2)
Top co-authors
Keywords
triangle density
(2)
node embedding
(2)
graph analysis
(1)
graph generation
(1)
community detection
(1)
network analysis
(1)
graph partitioning
(1)
low-rank representation
(1)
spectral embedding
(1)
overlapping communities
(1)
random graph
(1)
approximation algorithm
(1)
graph reconstruction
(1)
network embedding
(1)
subgraph density
(1)
hybrid partitioning
(1)
graph neural network
(1)
complex network
(1)
random graph model
(1)
logistic principal component analysis
(1)
Papers
On the Role of Edge Dependency in Graph Generative Models
ICML 2024
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering
ICML 2022
On the Power of Edge Independent Graph Models
NIPS 2021
DeepWalking Backwards: From Embeddings Back to Graphs
ICML 2021
Node Embeddings and Exact Low-Rank Representations of Complex Networks
NIPS 2020