Ekaterina Trofimova

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Agentic LLM Pipelines for Reproducible Scientific Software: Opportunities and Challenges.
CSAI
Andrey Adashchik, Abu Huraira, Zamira Kholmatova, Andrei Mikriukov, Alessandro Ravveduto, Mariia Snigireva, Giancarlo Succi, Alexander Tormasov, Ekaterina Trofimova
2025 — conf
Evaluating cost-effectiveness and coherence of LLMs for supplement recommendations using routing techniques.
ICMLT
Giulia Ferrario, Andrei Mikriukov, Yaroslav Plaksin, Vladimir Sitnikov, Giancarlo Succi, Alexander Tormasov, Ekaterina Trofimova
2025 J jnl
ML2B: Multi-Lingual ML Benchmark For AutoML.
CoRR
Ekaterina Trofimova, Zosia Shamina, Maria Selifanova, Artem Zaitsev, Remi Savchuk, Maxim Minets, Daria Ozerova, Emil Sataev, Denis Zuenko, Andrey E. Ustyuzhanin
2025 J jnl
TGPR: Tree-Guided Policy Refinement for Robust Self-Debugging of LLMs.
CoRR
Daria Ozerova, Ekaterina Trofimova
2024 J jnl
Linguacodus: A Synergistic Framework for Transformative Code Generation in Machine Learning Pipelines.
CoRR
Ekaterina Trofimova, Emil Sataev, Andrey E. Ustyuzhanin
2024 J jnl
Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines.
PeerJ Comput. Sci.
Ekaterina Trofimova, Emil Sataev, Andrey Ustyuzhanin
2023 J jnl
Code4ML: a large-scale dataset of annotated Machine Learning code.
PeerJ Comput. Sci.
Anastasia Drozdova, Ekaterina Trofimova, Polina Guseva, Anna Scherbakova, Andrey Ustyuzhanin
2023 J jnl
Machine learning code snippets semantic classification.
PeerJ Comput. Sci.
Valeriy Berezovskiy, Anastasia Gorodilova, Ekaterina Trofimova, Andrey Ustyuzhanin
2022 J jnl
Code4ML: a Large-scale Dataset of annotated Machine Learning Code.
CoRR
Anastasia Drozdova, Polina Guseva, Ekaterina Trofimova, Anna Scherbakova, Andrey Ustyuzhanin
2021 J jnl
Segmentation of EM showers for neutrino experiments with deep graph neural networks.
CoRR
Vladislav Belavin, Ekaterina Trofimova, Andrey Ustyuzhanin
2008 J jnl
Validating Power Architecture
IEEE Trans. Very Large Scale Integr. Syst.
Jayanta Bhadra, Ekaterina Trofimova, Magdy S. Abadir
2006 — conf
A Trace-Driven Validation Methodology for Multi-Processor SOCS.
SoCC
Jayanta Bhadra, Ekaterina Trofimova, Leonard J. Giordano, Magdy S. Abadir
2005 — conf
Automatic Generation of High Performance Embedded Memory Models for PowerPC Microprocessors.
MTV
Jayanta Bhadra, Magdy S. Abadir, David Burgess, Ekaterina Trofimova