ML Anthology

Gel, Yulia

10 publications

ICML 2025 TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction Hao Li, Hao Wan, Yuzhou Chen, Dongsheng Ye, Yulia Gel, Hao Jiang
ICLR 2025 Topological Zigzag Spaghetti for Diffusion-Based Generation and Prediction on Graphs Yuzhou Chen, Yulia Gel
LoG 2023 EMP: Effective Multidimensional Persistence for Graph Representation Learning Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia Gel, Baris Coskunuzer
LoG 2023 United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia Gel
NeurIPS 2022 Chartalist: Labeled Graph Datasets for UTXO and Account-Based Blockchains Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia Gel, Cuneyt G Akcora
NeurIPS 2022 Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT Cuneyt G Akcora, Murat Kantarcioglu, Yulia Gel, Baris Coskunuzer
ICLR 2022 TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia Gel
NeurIPS 2022 Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve Based Supra-Hodge Convolution Networks for Time-Series Forecasting Yuzhou Chen, Yulia Gel, H. Vincent Poor
NeurIPS 2022 ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery Andaç Demir, Baris Coskunuzer, Yulia Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan
NeurIPS 2021 Topological Relational Learning on Graphs Yuzhou Chen, Baris Coskunuzer, Yulia Gel