Researcher at ITMO University working on discrete latent generative models, compressed text generation, and controllable software regeneration.
Research website · Publications · ORCID
- DiffusionGemma Agent — local repository-aware coding agent for Windows, WSL2 and 16 GB NVIDIA GPUs.
- ML Pipeline Auditors — specialized agents for detecting bugs and performance bottlenecks in ML pipelines.
- ML Pipeline Optimizer — specialized agents for optimizing perfomance in ML pipelines.
- GeoLin Qwen — training, quantization and evaluation pipeline for Qwen3-30B-A3B.
- Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization — a staged diagnostic that separates codec reconstruction loss from latent-generation loss. DOI
- Inspectable Control for Structure-Preserving Software Regeneration — hierarchical discrete latent controls for bounded code regeneration. DOI
Each publication page provides the full abstract, method explanation, key results, limitations, local text-accessible manuscript, and citation files.
- Discrete latent and compressed text generation
- Diagnosing bottlenecks in multi-stage generative systems
- Controllable, structure-preserving software regeneration
- Website: https://aogavrilov.com/about/
- Telegram: https://t.me/aogavrilov
- 简体中文：论文目录