Nima Hosseini Dashtbayaz

According to our database, Nima Hosseini Dashtbayaz authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Fair Dataset Distillation via Cross-Group Barycenter Alignment.

Mohammad Hossein Moslemi, Nima Hosseini Dashtbayaz, Zhimin Mei, Bissan Ghaddar, Boyu Wang

CoRR, May, 2026

2025

A simple remedy for failure modes in physics informed neural networks.

Ghazal Farhani, Nima Hosseini Dashtbayaz, Alexander Kazachek, Boyu Wang

Neural Networks, 2025

Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers.

Nima Hosseini Dashtbayaz, Hesam Salehipour, Adrian Butscher, Nigel Morris

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

On the Benefits of Attribute-Driven Graph Domain Adaptation.

Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations.

Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024