Научно-учебная лаборатория компании Яндекс

Публикации

• Глава в книге

  Гарипов Р. И., Шутова А. А., Якушев Г. А. et al.

  Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

  In bk.: 39th Conference on Neural Information Processing Systems (NeurIPS 2025). NeurIPS, 2025. P. 1-33.

• Глава в книге

  Alina Shutova, Vladimir Malinovskii, Vage Egiazarian et al.

  Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models

  In bk.: Volume 267: International Conference on Machine Learning, 13-19 July 2025, Vancouver Convention Center, Vancouver, Canada. Vol. 267. 2025.

• Глава в книге

  Bazhenov G., Platonov O., Prokhorenkova L.

  GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data

  In bk.: 39th Conference on Neural Information Processing Systems (NeurIPS 2025). NeurIPS, 2025. P. 1-16.

• Глава в книге

  Gorishniy Y., Kotelnikov A., Babenko A.

  TabM: Advancing tabular deep learning with parameter-efficient ensembling

  In bk.: The Thirteenth International Conference on Learning Representations: ICLR 2025. ICLR, 2025.

• Глава в книге

  Ivan Rubachev, Nikolay Kartashev, Gorishniy Y. et al.

  TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks

  In bk.: Proceedings of the 13th International Conference on Learning Representations (ICLR 2025). ICLR, 2025. P. 53831-53867.

• Глава в книге

  Yury Gorishniy, Ivan Rubachev, Nikolay Kartashev et al.

  TabR: Tabular Deep Learning Meets Nearest Neighbors

  In bk.: Proceedings of the 12th International Conference on Learning Representations (ICLR 2024). ICLR, 2024.

• Глава в книге

  Vage Egiazarian, Andrei Panferov, Denis Kuznedelev et al.

  Extreme Compression of Large Language Models via Additive Quantization

  In bk.: 41st International Conference on Machine Learning, ICML 2024; Vienna; Austria; 21 July 2024 до 27 July 2024. Maastricht: ML Research Press, 2024.