Burtsev, Mikhail

13 publications

IJCAI 2025 AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Andrey Kravchenko, Mikhail Burtsev, Evgeny Burnaev

ICLRW 2025 GENATATOR: De Novo Gene Annotation with DNA Language Model Aleksei Shmelev, Artem Shadskiy, Yuri Kuratov, Mikhail Burtsev, Olga Kardymon, Veniamin Fishman

NeurIPS 2025 Limitations of Normalization in Attention Timur Mudarisov, Mikhail Burtsev, Tatiana Petrova, Radu State

ICLRW 2025 Searching for Phenotypic Needles in Genomic Haystacks: DNA Language Models for Sex Prediction Alla Chepurova, Yuri Kuratov, Polina Belokopytova, Mikhail Burtsev, Veniamin Fishman

NeurIPS 2024 BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Sorokin, Mikhail Burtsev

AAAI 2024 Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory Aydar Bulatov, Yuri Kuratov, Yermek Kapushev, Mikhail Burtsev

NeurIPSW 2024 Communication via Shared Memory Improves Multi-Agent Pathfinding Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev

ICMLW 2024 Lean4trace: Data Augmentation for Neural Theorem Proving in Lean Vasilii Nesterov, Yermek Kapushev, Mikhail Burtsev

NeurIPSW 2024 Learning Elementary Cellular Automata with Transformers Mikhail Burtsev

ICLRW 2024 Recurrent Memory Augmentation of GENA-LM Improves Performance on Long DNA Sequence Tasks Yuri Kuratov, Aleksei Shmelev, Veniamin Fishman, Olga Kardymon, Mikhail Burtsev

NeurIPSW 2024 Shared Recurrent Memory Improves Multi-Agent Pathfinding Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev

NeurIPS 2022 Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes Artyom Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev

NeurIPS 2022 Recurrent Memory Transformer Aydar Bulatov, Yury Kuratov, Mikhail Burtsev