Author

Aleksei Goncharov

Observed name: Goncharov, Aleksei

Institution: AIRI - Artificial Intelligence Research Institute

Observed institutions: Moscow Institute of Physics and Technology, ITMO University, AIRI - Artificial Intelligence Research Institute

OpenAlex ID: A5002372638

MedSyn: LLM-Based Synthetic Medical Text Generation Framework

2024 · Gleb Kumichev, Pavel Blinov, et al. · Lecture notes in computer science · 32

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Leveraging Summarization for Unsupervised Dialogue Topic Segmentation

2024 · Aleksei Artemiev, Daniil Parinov, et al. · Findings of the Association for Computational Linguistics: NAACL · 3

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From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction

2026 · Egor Maximov, Yulia Kuzkina, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2

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DCKV: Learned Transform Coding of the Prompt KV Cache in Hybrid Language Models

2026 · Maximov, Egor, Merkelov, Aleksei, et al. · arXiv (Cornell University)

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From 2:4 to 8:16 sparcity patterns in LLMs for Outliers and Weights with Variance Correction

2026 · Association for Computational Linguistics 2026, Goncharov, Aleksei, et al. · Underline Science Inc.

Heuristic Algorithm for event prediction in Embedded Systems

2025 · Aleksei Goncharov, Sergei Bykovskii, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)

On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization

2024 · Nikita Martynov, Aleksei Goncharov, et al. · Language Resources and Evaluation Conference (LREC)

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Panorama Stitching Method Using Sensor Fusion.

2020 · Aleksei Goncharov, Sergei Bykovskii · MICSECS

The adjustment of local triangulation grids

1981 · Aleksei Goncharov

Works count: 10

Citation count: 37

H-index: 2

I10-index: 1