Ekaterina Trofimova

According to our database, Ekaterina Trofimova authored at least 12 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

TGPR: Tree-Guided Policy Refinement for Robust Self-Debugging of LLMs.

Daria Ozerova, Ekaterina Trofimova

CoRR, October, 2025

ML2B: Multi-Lingual ML Benchmark For AutoML.

Ekaterina Trofimova, Zosia Shamina, Maria Selifanova, Artem Zaitsev, Remi Savchuk, Maxim Minets, Daria Ozerova, Emil Sataev, Denis Zuenko, Andrey E. Ustyuzhanin

CoRR, September, 2025

Evaluating cost-effectiveness and coherence of LLMs for supplement recommendations using routing techniques.

Giulia Ferrario, Andrei Mikriukov, Yaroslav Plaksin, Vladimir Sitnikov, Giancarlo Succi, Alexander Tormasov, Ekaterina Trofimova

Proceedings of the 10th International Conference on Machine Learning Technologies, 2025

Agentic LLM Pipelines for Reproducible Scientific Software: Opportunities and Challenges.

Andrey Adashchik, Abu Huraira, Zamira Kholmatova, Andrei Mikriukov, Alessandro Ravveduto, Mariia Snigireva, Giancarlo Succi, Alexander Tormasov, Ekaterina Trofimova

Proceedings of the 2025 9th International Conference on Computer Science and Artificial Intelligence, 2025

Toward an Understanding of the Self-Coherence and the Cross-Coherence of LLMs An Empirical Investigation.

Farouq Anbar, Andrei Mikriukov, Yaroslav Plaksin, Vladimir Sitnikov, Giancarlo Succi, Alexander Tormasov, Ekaterina Trofimova

Proceedings of the Computer and Communication Engineering - 5th International Conference, 2025

2024

Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines.

Ekaterina Trofimova, Emil Sataev, Andrey Ustyuzhanin

PeerJ Comput. Sci., 2024

2023

Code4ML: a large-scale dataset of annotated Machine Learning code.

Anastasia Drozdova, Ekaterina Trofimova, Polina Guseva, Anna Scherbakova, Andrey Ustyuzhanin

PeerJ Comput. Sci., 2023

Machine learning code snippets semantic classification.

Valeriy Berezovskiy, Anastasia Gorodilova, Ekaterina Trofimova, Andrey Ustyuzhanin

PeerJ Comput. Sci., 2023

2021

Segmentation of EM showers for neutrino experiments with deep graph neural networks.

Vladislav Belavin, Ekaterina Trofimova, Andrey Ustyuzhanin

CoRR, 2021

2008

Validating Power Architecture^TM Technology-Based MPSoCs Through Executable Specifications.

Jayanta Bhadra, Ekaterina Trofimova, Magdy S. Abadir

IEEE Trans. Very Large Scale Integr. Syst., 2008

2006

A Trace-Driven Validation Methodology for Multi-Processor SOCS.

Jayanta Bhadra, Ekaterina Trofimova, Leonard J. Giordano, Magdy S. Abadir

Proceedings of the 2006 IEEE International SOC Conference, Austin, Texas, USA, 2006

2005

Automatic Generation of High Performance Embedded Memory Models for PowerPC Microprocessors.

Jayanta Bhadra, Magdy S. Abadir, David Burgess, Ekaterina Trofimova

Proceedings of the Sixth International Workshop on Microprocessor Test and Verification (MTV 2005), 2005