Unsupervised Detection of Cell Assemblies with Graph Neural Networks. - Roman Koshkin; Tomoki Fukai (Tiny Papers @ ICLR, 2023)

LLMs Are Zero-Shot Context-Aware Simultaneous Translators. - Roman Koshkin; Katsuhito Sudoh; Satoshi Nakamura 001 (EMNLP, 2024)

TransLLaMa: LLM-based Simultaneous Translation System. - Roman Koshkin; Katsuhito Sudoh; Satoshi Nakamura 001 (EMNLP (Findings), 2024)

convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data. - Roman Koshkin; Tomoki Fukai (ICML, 2024)

MaRGen: Multi-Agent LLM Approach for Self-Directed Market Research and Analysis. - Roman Koshkin; Pengyu Dai; Nozomi Fujikawa; Masahito Togami; Marco Visentini Scarzanella (CoRR, 2025)

SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation. - Zeyu Yang; Lai Wei; Roman Koshkin; Xi Chen; Satoshi Nakamura (CoRR, 2025)