Baris Coskunuzer
9 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
AAAI (2)
ICLR (2)
ICCV (1)
MIDL (1)
Top co-authors
Keywords
topological data analysis
(6)
persistent homology
(4)
graph neural network
(3)
vision transformer
(1)
medical imaging
(1)
graph representation learning
(1)
knowledge representation
(1)
time series
(1)
spectral analysis
(1)
multivariate time series
(1)
variational autoencoder
(1)
node classification
(1)
drug discovery
(1)
virtual screening
(1)
graph algorithm
(1)
persistence homology
(1)
dynamic network
(1)
persistence diagram
(1)
cubical complex
(1)
differentiable vectorization
(1)
Papers
T3former: Temporal Graph Classification with Topological Machine Learning
AAAI 2026
MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection
MIDL 2026
CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations
ICCV 2025
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence
AAAI 2024
GraphPulse: Topological representations for temporal graph property prediction
ICLR 2024
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
NIPS 2022
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NIPS 2022
Topological Relational Learning on Graphs
NIPS 2021