Performing Neural Architecture Search Without Gradients. - Pavel Rumiantsev; Mark Coates (ICASSP, 2023)

Graph Knowledge Distillation to Mixture of Experts. - Pavel Rumiantsev; Mark Coates (Trans. Mach. Learn. Res., 2024)

Sparse Decomposition of Graph Neural Networks. - Yaochen Hu 001; Mai Zeng; Ge Zhang; Pavel Rumiantsev; Liheng Ma; Yingxue Zhang 001; Mark Coates (Trans. Mach. Learn. Res., 2025)

Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation. - Pavel Rumiantsev; Mark Coates (Trans. Mach. Learn. Res., 2025)

Half Search Space is All You Need. - Pavel Rumiantsev; Mark Coates (CoRR, 2025)