Farimah Poursafaei
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Keyword Champion (2)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Mathematics
(1)
Methods
(1)
Representation
(1)
Keywords
temporal graph
(3)
link prediction
(3)
graph representation learning
(2)
graph neural network
(2)
edge prediction
(2)
dynamic graph
(2)
foundation model
(1)
molecular graph
(1)
node classification
(1)
drug discovery
(1)
temporal knowledge graph
(1)
heterogeneous graph
(1)
dynamic network
(1)
scaling behavior
(1)
edge memorization
(1)
mapper method
(1)
graph learning
(1)
topological data analysis
(1)
graph representation
(1)
recurrent neural network
(1)
Papers
GraphPulse: Topological representations for temporal graph property prediction
ICLR 2024
On the Scalability of GNNs for Molecular Graphs
NeurIPS 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
NeurIPS 2024
Temporal Graph Benchmark for Machine Learning on Temporal Graphs
NeurIPS 2023
Towards Better Evaluation for Dynamic Link Prediction
NeurIPS 2022