Black-Box Optimization with Local Generative Surrogates. - Sergey Shirobokov; Vladislav Belavin; Michael Kagan; Andrey Ustyuzhanin; Atilim Gunes Baydin (NeurIPS, 2020)

Differentiating the Black-Box: Optimization with Local Generative Surrogates. - Sergey Shirobokov; Vladislav Belavin; Michael Kagan; Andrey Ustyuzhanin; Atilim Günes Baydin (CoRR, 2020)

Graph Neural Networks for Link Prediction with Subgraph Sketching. - Benjamin Paul Chamberlain; Sergey Shirobokov; Emanuele Rossi; Fabrizio Frasca; Thomas Markovich; Nils Yannick Hammerla; Michael M. Bronstein; Max Hansmire (ICLR, 2023)

AlphaEvolve: A coding agent for scientific and algorithmic discovery. - Alexander Novikov 001; Ngân Vu; Marvin Eisenberger; Emilien Dupont; Po-Sen Huang; Adam Zsolt Wagner; Sergey Shirobokov; Borislav Kozlovskii; Francisco J. R. Ruiz; Abbas Mehrabian; M. Pawan Kumar; Abigail See; et al. (CoRR, 2025)