ML Anthology

Coskunuzer, Baris

13 publications

ICCV 2025 CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations Caner Korkmaz, Brighton Nuwagira, Baris Coskunuzer, Tolga Birdal
NeurIPS 2025 MiNT: Multi-Network Transfer Benchmark for Temporal Graph Learning Kiarash Shamsi, Tran Gia Bao Ngo, Razieh Shirzadkhani, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora
TMLR 2025 PROXI: Challenging the GNNs for Link Prediction Astrit Tola, Jack Myrick, Baris Coskunuzer
TMLR 2025 SCNode: Spatial and Contextual Coordinates for Graph Representation Learning Md Joshem Uddin, Astrit Tola, Varin Singh Sikand, Cuneyt Gurcan Akcora, Baris Coskunuzer
NeurIPS 2025 TopER: Topological Embeddings in Graph Representation Learning Astrit Tola, Funmilola Mary Taiwo, Cuneyt Gurcan Akcora, Baris Coskunuzer
ICLR 2024 GraphPulse: Topological Representations for Temporal Graph Property Prediction Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Bao Tran Gia Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora
AAAI 2024 Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. 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
ICCVW 2023 Topo-CXR: Chest X-Ray TB and Pneumonia Screening with Topological Machine Learning Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer
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 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