Ryien Hosseini

According to our database, Ryien Hosseini authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Rebecca Willett, Henry Hoffmann

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Quality Measures for Dynamic Graph Generative Models.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Rebecca Willett, Henry Hoffmann

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Henry Hoffmann

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

Exploring the Use of Dataflow Architectures for Graph Neural Network Workloads.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Ramakrishnan Sivakumar, Sanjif Shanmugavelu, Zhengyu Chen, Lev Zlotnik, Mingran Wang, Philip Colangelo, Andrew Deng, Philip Lassen, Shukur Pathan

Proceedings of the High Performance Computing, 2023

2022

Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks.

Ryien Hosseini, Filippo Simini, Austin Clyde, Arvind Ramanathan

CoRR, 2022

Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath

CoRR, 2022