AspeRa: Aspect-Based Rating Prediction Based on User Reviews. - Elena Tutubalina; Valentin Malykh; Sergey I. Nikolenko; Anton Alekseev 001; Ilya Shenbin (WNLP@ACL, 2019)

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. - Valentin Malykh; Anton Alekseev 001; Elena Tutubalina; Ilya Shenbin; Sergey I. Nikolenko (AIST, 2019)

AspeRa: Aspect-Based Rating Prediction Model. - Sergey I. Nikolenko; Elena Tutubalina; Valentin Malykh; Ilya Shenbin; Anton Alekseev 001 (ECIR (2), 2019)

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. - Ilya Shenbin; Anton Alekseev 001; Elena Tutubalina; Valentin Malykh; Sergey I. Nikolenko (WSDM, 2020)

DetIE: Multilingual Open Information Extraction Inspired by Object Detection. - Michael Vasilkovsky; Anton Alekseev 001; Valentin Malykh; Ilya Shenbin; Elena Tutubalina; Dmitriy Salikhov; Mikhail Stepnov; Andrey Chertok; Sergey I. Nikolenko (AAAI, 2022)

Machine Learning for SAT: Restricted Heuristics and New Graph Representations. - Mikhail Shirokikh; Ilya Shenbin; Anton Alekseev 001; Sergey I. Nikolenko (CoRR, 2023)

ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering. - Ilya Shenbin; Sergey I. Nikolenko (ICLR, 2024)

$ nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. - Kuzma Khrabrov; Anton Ber; Artem Tsypin; Konstantin Ushenin; Egor Rumiantsev; Alexander Telepov; Dmitry Protasov; Ilya Shenbin; Anton Alekseev 001; Mikhail Shirokikh; Sergey I. Nikolenko; Elena Tutubalina; et al. (NeurIPS, 2024)

Neural Click Models for Recommender Systems. - Mikhail Shirokikh; Ilya Shenbin; Anton Alekseev 001; Anna Volodkevich; Alexey Vasilev; Andrey V. Savchenko; Sergey I. Nikolenko (SIGIR, 2024)

∇2DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. - Kuzma Khrabrov; Anton Ber; Artem Tsypin; Konstantin Ushenin; Egor Rumiantsev; Alexander Telepov; Dmitry Protasov; Ilya Shenbin; Anton Alekseev 001; Mikhail Shirokikh; Sergey I. Nikolenko; Elena Tutubalina; et al. (CoRR, 2024)

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)