Baris Coskunuzer
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Keyword Champion
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
topological data analysis
(8)
graph neural network
(5)
persistent homology
(4)
vision transformer
(1)
medical imaging
(1)
graph representation learning
(1)
knowledge representation
(1)
time series
(1)
time series forecasting
(1)
spectral analysis
(1)
multivariate time series
(1)
recurrent neural network
(1)
variational autoencoder
(1)
node classification
(1)
drug discovery
(1)
temporal graph
(1)
virtual screening
(1)
graph algorithm
(1)
persistence homology
(1)
dynamic network
(1)
Papers
MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection
MIDL 2026
T3former: Temporal Graph Classification with Topological Machine Learning
AAAI 2026
CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations
ICCV 2025
GraphPulse: Topological representations for temporal graph property prediction
ICLR 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence
AAAI 2024
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NeurIPS 2022
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
ICLR 2022
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
NeurIPS 2022
Topological Relational Learning on Graphs
NeurIPS 2021