| 2026 | AAAI | T3former: Temporal Graph Classification with Topological Machine Learning. | Md Joshem Uddin, Soham Changani, Baris Coskunuzer |
| 2026 | PAKDD | Node2Graph: Diagnosing Task Unification in Graph Learning. | Neelam Akula, Varun Shiralkar, Baris Coskunuzer |
| 2025 | ICCV | CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations. | Caner Korkmaz, Brighton Nuwagira, Baris Coskunuzer, Tolga Birdal |
| 2025 | ICCV | Breast Cancer Detection with Topological Deep Learning. | Brighton Nuwagira, Adrian Rodriguez, Qiwei Li, Baris Coskunuzer |
| 2025 | KDD | Chainlet Orbits: Topological Address Embedding for Blockchain. | Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora |
| 2025 | MICCAI | Topology-Aware Deep Models for Skin Lesion Classification. | Sayoni Chakraborty, Philmore Koung, Baris Coskunuzer |
| 2024 | AAAI | Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence. | Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel |
| 2024 | ICLR | GraphPulse: Topological representations for temporal graph property prediction. | Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Tran Gia Bao Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora |
| 2024 | MICCAI | TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis. | Saba Fatema, Brighton Nuwagira, Sayoni Chakraborty, Reyhan Gedik, Baris Coskunuzer |
| 2022 | ICLR | 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 R. Gel |