Ilya Shenbin

PhD student, St. Petersburg Department of Steklov Mathematical Institute

Researcher, St. Petersburg Department of Steklov Mathematical Institute

Joined

May 2023

Names

Ilya Shenbin (Preferred)

Emails

****@gmail.com (Confirmed)

****@student.spbu.ru (Confirmed)

Personal Links

Career & Education History

PhD student

St. Petersburg Department of Steklov Mathematical Institute (pdmi.ras.ru)

2022 – Present

Researcher

St. Petersburg Department of Steklov Mathematical Institute (pdmi.ras.ru)

2018 – Present

Researcher

Siemens Corporate Research (siemens.com)

2016 – 2017

MS student

St. Petersburg State University (spbu.ru)

2014 – 2017

Undergrad student

St. Petersburg State University (spbu.ru)

2010 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

$\nabla^2$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 M. Alekseev, Mikhail Shirokikh, Sergey Nikolenko, Elena Tutubalina, Artur Kadurin
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Neural Click Models for Recommender Systems
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev, Anna Volodkevich, Alexey Vasilev, Andrey V. Savchenko, Sergey I. Nikolenko
- SIGIR 2024
- Readers: Everyone
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
Ilya Shenbin, Sergey Nikolenko
- ICLR 2024 poster
- Readers: Everyone
DetIE: Multilingual Open Information Extraction Inspired by Object Detection
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- AAAI 2022
- Readers: Everyone
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
- 2020 (modified: 11 May 2025)
- WSDM 2020
- Readers: Everyone
AspeRa: Aspect-Based Rating Prediction Model
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
- 2019 (modified: 11 May 2025)
- ECIR (2) 2019
- Readers: Everyone

Ilya Shenbin

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials

Neural Click Models for Recommender Systems

ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering

DetIE: Multilingual Open Information Extraction Inspired by Object Detection

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback

AspeRa: Aspect-Based Rating Prediction Model

Co-Authors