Shamil G. Magomedov

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Inference & Quantization (1)Data Curation & Synthetic Data (1)Natural Language Processing (1)

Frequent co-authors

Alexander V. Kozachok (3)Alexander M. Nazimov (2)Stanislav G. Vyugov (1)

Papers (3)

Jun 21, 2026

Alexander V. Kozachok +23w ago

Context-Aware Distillation and Ablation for Text2DSL

Context-aware distillation not only boosts the size of the PolkitBench corpus but also proves that structured context is crucial for maintaining model performance under challenging conditions.

Alexander V. Kozachok, Alexander M. Nazimov, Shamil G. Magomedov

Code Generation & Program Synthesis Inference & Quantization

Alexander V. Kozachok +23w ago·also Academy of the Federal Guard Service of the

From CVE to CWE: Syscall-Based HIDS Generalisation

Generalizing HIDS across different CVEs within the same CWE class is possible, but only for certain weakness families, revealing critical limitations in current detection methodologies.

Alexander V. Kozachok, Stanislav G. Vyugov, Shamil G. Magomedov

Data Curation & Synthetic Data

Alexander V. Kozachok +23w ago

Text2DSL: LLM-Based Code Generation for Domain-Specific Languages

Injecting structured context into prompts can elevate DSL code generation quality to unprecedented levels, achieving near-perfect syntactic validity.