Baris Coskunuzer

38 papers A* 7Journal 19Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	T3former: Temporal Graph Classification with Topological Machine Learning. AAAI Md Joshem Uddin, Soham Changani, Baris Coskunuzer
2025	—	`conf`	Breast Cancer Detection with Topological Deep Learning. ICCVW Brighton Nuwagira, Adrian Rodriguez, Qiwei Li, Baris Coskunuzer
2025	—	`conf`	Chainlet Orbits: Topological Address Embedding for Blockchain. KDD (1) Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora
2025	J	`jnl`	CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations. CoRR Caner Korkmaz, Brighton Nuwagira, Baris Coskunuzer, Tolga Birdal
2025	—	`conf`	Diagnosis of Blood Diseases and Disorders with Topological Deep Learning. MLMI@MICCAI Philmore Koung, Saba Fatema, Nagehan Pakasticali, Hung Luu, Baris Coskunuzer
2025	J	`jnl`	PROXI: Challenging the GNNs for Link Prediction. Trans. Mach. Learn. Res. Astrit Tola, Jack Myrick, Baris Coskunuzer
2025	J	`jnl`	SCNode: Spatial and Contextual Coordinates for Graph Representation Learning. Trans. Mach. Learn. Res. Md Joshem Uddin, Astrit Tola, Varin Singh Sikand, Cuneyt Gurcan Akcora, Baris Coskunuzer
2025	J	`jnl`	T3former: Temporal Graph Classification with Topological Machine Learning. CoRR Md Joshem Uddin, Soham Changani, Baris Coskunuzer
2025	—	`conf`	Topology-Aware Deep Models for Skin Lesion Classification. ISIC@MICCAI Sayoni Chakraborty, Philmore Koung, Baris Coskunuzer
2024	J	`jnl`	ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations. CoRR Md Joshem Uddin, Astrit Tola, Varin Sikand, Cuneyt Gurcan Akcora, Baris Coskunuzer
2024	J	`jnl`	EMP: Effective Multidimensional Persistence for Graph Representation Learning. CoRR Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2024	A*	`conf`	GraphPulse: Topological representations for temporal graph property prediction. ICLR Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Tran Gia Bao Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora
2024	J	`jnl`	PROXI: Challenging the GNNs for Link Prediction. CoRR Astrit Tola, Jack Myrick, Baris Coskunuzer
2024	A*	`conf`	Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. AAAI Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
2024	J	`jnl`	Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. CoRR Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel
2024	J	`jnl`	TopER: Topological Embeddings in Graph Representation Learning. CoRR Astrit Tola, Funmilola Mary Taiwo, Cuneyt Gurcan Akcora, Baris Coskunuzer
2024	—	`conf`	TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis. TGI3@MICCAI Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer
2024	J	`jnl`	TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis. CoRR Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer
2024	—	`conf`	Topological Machine Learning for Low Data Medical Imaging. ML4H@NeurIPS Brighton Nuwagira, Caner Korkmaz, Philmore Koung, Baris Coskunuzer
2024	J	`jnl`	Topological Methods in Machine Learning: A Tutorial for Practitioners. CoRR Baris Coskunuzer, Cüneyt Gürcan Akçora
2024	J	`jnl`	Towards Neural Scaling Laws for Foundation Models on Temporal Graphs. CoRR Razieh Shirzadkhani, Tran Gia Bao Ngo, Kiarash Shamsi, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora
2023	—	`conf`	3D MRI Brain Tumor Diagnosis with Topological Descriptors. BrainLes/SWITCH@MICCAI Hamza Daruger, David J. Brodsky, Baris Coskunuzer
2023	—	`conf`	Breast Cancer Detection with Topological Machine Learning. ICBBE Ankur Yadav, Fnu Nisha, Baris Coskunuzer
2023	J	`jnl`	Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora
2023	—	`conf`	EMP: Effective Multidimensional Persistence for Graph Representation Learning. LoG Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2023	—	`conf`	Histopathological Cancer Detection with Topological Signatures. BIBM Ankur Yadav, Faisal Ahmed, Ovidiu Daescu, Reyhan Gedik, Baris Coskunuzer
2023	—	`conf`	ToFi-ML: Retinal Image Screening with Topological Machine Learning. MIUA Faisal Ahmed, Baris Coskunuzer
2023	—	`conf`	Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning. ICCV (Workshops) Faisal Ahmed, Brighton Nuwagira, Furkan Torlak, Baris Coskunuzer
2022	J	`jnl`	Geometric Approaches to Persistent Homology. SIAM J. Appl. Algebra Geom. Henry Adams, Baris Coskunuzer
2022	A*	`conf`	Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2022	J	`jnl`	Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
2022	A*	`conf`	TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting. ICLR Yuzhou Chen, Ignacio Segovia-Dominguez, Baris Coskunuzer, Yulia R. Gel
2022	A*	`conf`	ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. NeurIPS Andac Demir, Baris Coskunuzer, Yulia R. Gel, Ignacio Segovia-Dominguez, Yuzhou Chen, Bulent Kiziltan
2022	J	`jnl`	ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery. CoRR Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel, Bulent Kiziltan
2021	J	`jnl`	Geometric Approaches on Persistent Homology. CoRR Henry Adams, Baris Coskunuzer
2021	J	`jnl`	Smart Vectorizations for Single and Multiparameter Persistence. CoRR Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel
2021	A*	`conf`	Topological Relational Learning on Graphs. NeurIPS Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel
2021	J	`jnl`	Topological Relational Learning on Graphs. CoRR Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel