All you need is logs: improving code completion by learning from anonymous IDE usage logs. - Vitaliy Bibaev; Alexey Kalina; Vadim Lomshakov; Yaroslav Golubev; Alexander Bezzubov; Nikita Povarov; Timofey Bryksin (ESEC/SIGSOFT FSE, 2022)

Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets. - Vadim Lomshakov; Sergey V. Kovalchuk; Maxim Omelchenko; Sergey I. Nikolenko; Artem Aliev (ICCS (2), 2023)

ProConSuL: Project Context for Code Summarization with LLMs. - Vadim Lomshakov; Andrey Podivilov; Sergey Savin; Oleg Baryshnikov; Alena Lisevych; Sergey I. Nikolenko (EMNLP (Industry Track), 2024)

YABLoCo: Yet Another Benchmark for Long Context Code Generation. - Aidar Valeev; Roman Garaev; Vadim Lomshakov; Irina Piontkovskaya; Vladimir Ivanov 001; Israel Adewuyi (LLM4Code@ICSE, 2025)

LAMeD: LLM-generated Annotations for Memory Leak Detection. - Ekaterina Shemetova; Ilya Shenbin; Ivan Smirnov; Anton Alekseev 001; Alexey D. Rukhovich; Sergey I. Nikolenko; Vadim Lomshakov; Irina Piontkovskaya (CoRR, 2025)