Yulia Gel

9

Papers

34

Total Citations

Papers (9)

TopoGCL: Topological Graph Contrastive Learning

When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning

Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence

SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks

ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery

Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains

Topological Relational Learning on Graphs

Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT