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ORCIDBaris Coskunuzer
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2020 – today
- 2024
[c12]Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel:
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. AAAI 2024: 11678-11686- [c11]Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Tran Gia Bao Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora:
GraphPulse: Topological representations for temporal graph property prediction. ICLR 2024 - [c10]Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer:
TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis. TGI3@MICCAI 2024: 22-32 - [i10]Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel:
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. CoRR abs/2401.13157 (2024) - [i9]Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
EMP: Effective Multidimensional Persistence for Graph Representation Learning. CoRR abs/2401.13713 (2024) - [i8]Razieh Shirzadkhani, Tran Gia Bao Ngo, Kiarash Shamsi, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora:
Towards Neural Scaling Laws for Foundation Models on Temporal Graphs. CoRR abs/2406.10426 (2024) - [i7]Baris Coskunuzer, Cüneyt Gürcan Akçora:
Topological Methods in Machine Learning: A Tutorial for Practitioners. CoRR abs/2409.02901 (2024) - 2023
- [c9]Ankur Yadav
, Faisal Ahmed, Ovidiu Daescu, Reyhan Gedik, Baris Coskunuzer:
Histopathological Cancer Detection with Topological Signatures. BIBM 2023: 1610-1619 - [c8]Ankur Yadav, Fnu Nisha, Baris Coskunuzer:
Breast Cancer Detection with Topological Machine Learning. ICBBE 2023: 217-222 - [c7]Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer:
Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning. ICCV (Workshops) 2023: 2318-2328 - [c6]Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
EMP: Effective Multidimensional Persistence for Graph Representation Learning. LoG 2023: 24 - [c5]Faisal Ahmed, Baris Coskunuzer:
ToFi-ML: Retinal Image Screening with Topological Machine Learning. MIUA 2023: 281-297 - [i6]Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora:
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR abs/2306.07974 (2023) - 2022
- [j1]Henry Adams, Baris Coskunuzer:
Geometric Approaches to Persistent Homology. SIAM J. Appl. Algebra Geom. 6(1): 685-710 (2022) - [c4]Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia R. Gel:
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting. ICLR 2022 - [c3]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS 2022 - [c2]Andac Demir, Baris Coskunuzer, Yulia R. Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan:
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. NeurIPS 2022 - [i5]Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel, Bulent Kiziltan:
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. CoRR abs/2211.03808 (2022) - [i4]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR abs/2211.13708 (2022) - 2021
- [c1]Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel:
Topological Relational Learning on Graphs. NeurIPS 2021: 27029-27042 - [i3]Henry Adams, Baris Coskunuzer:
Geometric Approaches on Persistent Homology. CoRR abs/2103.06408 (2021) - [i2]Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel:
Smart Vectorizations for Single and Multiparameter Persistence. CoRR abs/2104.04787 (2021) - [i1]Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel:
Topological Relational Learning on Graphs. CoRR abs/2110.15529 (2021)
Coauthor Index
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