Ilya Shenbin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Graph Representations

Implicit Feedback

Open Information Extraction

Top Venues

Publications

Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
Neural Click Models for Recommender Systems. SIGIR (2024)
Ilya Shenbin, Sergey I. Nikolenko
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering. CoRR (2024)
Kuzma Khrabrov, Anton Ber, Artem Tsypin, Konstantin Ushenin, Egor Rumiantsev, Alexander Telepov, Dmitry Protasov, Ilya Shenbin, Anton Alekseev, Mikhail Shirokikh, Sergey I. Nikolenko, Elena Tutubalina, Artur Kadurin
DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials. CoRR (2024)
Ilya Shenbin, Sergey I. Nikolenko
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering. ICLR (2024)
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Sergey I. Nikolenko
Machine Learning for SAT: Restricted Heuristics and New Graph Representations. CoRR (2023)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. CoRR (2022)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. AAAI (2022)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. WSDM (2020)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. CoRR (2019)
Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. AIST (2019)
Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin
AspeRa: Aspect-Based Rating Prediction Based on User Reviews. WNLP@ACL (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-based Rating Prediction Model. CoRR (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-Based Rating Prediction Model. ECIR (2) (2019)