Follow our latest advances in machine learning.

Generative models

Computer vision

Graph machine learning

Distributional shift

Natural language processing 

Nearest neighbor search

Uncertainty estimation 

Large-scale machine learning

Machine learning theory

Neural algorithmic reasoning

Tabular data

Distributed ML

Gradient boosting

Speculative and parallel decoding

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Yandex Research Blog

In 2025, Yandex Research teams continued to work in the following areas: efficient large language models (LLMs), optimization, tabular deep learning, graph machine learning, as well as applied and scientific research in the field of generative computer vision and projects related to YandexART.

Yandex Research in 2025

Five papers by the Yandex Research team and our collaborators have been accepted for publication at the Conference on Neural Information Processing Systems (NeurIPS 2025).

Papers accepted to NeurIPS 2025

Six papers by the Yandex Research team (shown in bold below) and our collaborators have been accepted for publication at the International Conference on Machine Learning (ICML 2024).

Papers accepted to ICML 2025

Three papers by the Yandex Research team (shown in bold below) and our collaborators have been accepted for publication at the International Conference on Learning Representations (ICLR 2025), and one paper has been accepted for publication at the Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025).

Papers accepted to ICLR and NAACL 2025

In 2024, Yandex Research has evolved into several dedicated research groups, each focused on a specific scientific area: Generative Computer Vision, Efficient Large Language Models (LLMs), Graph Neural Networks, and Tabular Deep Learning.

We presented 17 papers at major conferences, including NeurIPS, ICLR, ICML, CVPR, and ACL. Several papers were co-authored with researchers from prominent global institutions, including IST Austria, KAUST Saudi Arabia, Carnegie Mellon University, Meta AI, and Together AI.

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Yandex Research in 2025

Papers accepted to NeurIPS 2025

Papers accepted to ICML 2025

Papers accepted to ICLR and NAACL 2025

Yandex Research in 2024

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