Pavel Rumiantsev

According to our database, Pavel Rumiantsev authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

FEval-TTC: Fair Evaluation Protocol for Test-Time Compute.

Pavel Rumiantsev, Soumyasundar Pal, Yingxue Zhang, Mark Coates

CoRR, November, 2025

Half Search Space is All You Need.

Pavel Rumiantsev, Mark Coates

CoRR, May, 2025

Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation.

Pavel Rumiantsev, Mark Coates

Trans. Mach. Learn. Res., 2025

Sparse Decomposition of Graph Neural Networks.

Yaochen Hu, Mai Zeng, Ge Zhang, Pavel Rumiantsev, Liheng Ma, Yingxue Zhang, Mark Coates

Trans. Mach. Learn. Res., 2025

C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning.

Antonios Valkanas, Soumyasundar Pal, Pavel Rumiantsev, Yingxue Zhang, Mark Coates

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

2024

Graph Knowledge Distillation to Mixture of Experts.

Pavel Rumiantsev, Mark Coates

Trans. Mach. Learn. Res., 2024

2023

Performing Neural Architecture Search Without Gradients.

Pavel Rumiantsev, Mark Coates

Proceedings of the IEEE International Conference on Acoustics, 2023