Baris Coskunuzer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Bounded Treewidth

Machine Learning

Knowledge Representation

Pharmaceutical Industry

Top Venues

Publications

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 (2024)
Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. CoRR (2024)
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)
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 (2024)
Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. AAAI (2024)
Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer
Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning. ICCV (Workshops) (2023)
Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR (2023)
Ankur Yadav, Faisal Ahmed, Ovidiu Daescu, Reyhan Gedik, Baris Coskunuzer
Histopathological Cancer Detection with Topological Signatures. BIBM (2023)
Ankur Yadav, Fnu Nisha, Baris Coskunuzer
Breast Cancer Detection with Topological Machine Learning. ICBBE (2023)
Faisal Ahmed, Baris Coskunuzer
ToFi-ML: Retinal Image Screening with Topological Machine Learning. MIUA (2023)
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)
Henry Adams, Baris Coskunuzer
Geometric Approaches to Persistent Homology. SIAM J. Appl. Algebra Geom. 6 (1) (2022)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS (2022)
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)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR (2022)
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)
Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel, Bulent Kiziltan
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. CoRR (2022)
Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel
Topological Relational Learning on Graphs. NeurIPS (2021)
Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel
Topological Relational Learning on Graphs. CoRR (2021)
Henry Adams, Baris Coskunuzer
Geometric Approaches on Persistent Homology. CoRR (2021)
Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel
Smart Vectorizations for Single and Multiparameter Persistence. CoRR (2021)