Rumiantsev, Pavel

4 publications

NeurIPS 2025 C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning Antonios Valkanas, Soumyasundar Pal, Pavel Rumiantsev, Yingxue Zhang, Mark Coates

TMLR 2025 Sparse Decomposition of Graph Neural Networks Yaochen Hu, Mai Zeng, Ge Zhang, Pavel Rumiantsev, Liheng Ma, Yingxue Zhang, Mark Coates

TMLR 2025 Variation Matters: From Mitigating to Embracing Zero-Shot NAS Ranking Function Variation Pavel Rumiantsev, Mark Coates

TMLR 2024 Graph Knowledge Distillation to Mixture of Experts Pavel Rumiantsev, Mark Coates