Sergey I. Nikolenko

2026

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Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models.
Harry Proshian|Nikita Severin|Sergey I. Nikolenko|Ivan Kireev|Andrey V. Savchenko|Ivan Sergeev|Maria Postnova|Ilya Makarov
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Fusing Predictive and Large Language Models for Actionable Recommendations in Creative Marketing.
Qi Yang|Aleksandr Farseev|Marlo Ongpin|Alfred Huang|Yu-Yi Chu-Farseeva|Da-Min You|Kirill Lepikhin|Sergey I. Nikolenko
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
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SOEX: Explainable AI for Competitor Communications Analytics.
Aleksandr Farseev|Sergey I. Nikolenko|Qi Yang|Kirill Lepikhin|Da-Min You|Yu-Yi Chu-Farseeva|Ilia Gossoudarev|Marlo Ongpin
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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STIR: Siamese Transformer for Image Retrieval Postprocessing.
Aleksei Shabanov|Aleksei Tarasov|Sergey I. Nikolenko
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Neural Click Models for Recommender Systems.
Mikhail Shirokikh|Ilya Shenbin|Anton Alekseev|Anna Volodkevich|Alexey Vasilev|Andrey V. Savchenko|Sergey I. Nikolenko
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment.
Dmitry Abulkhanov|Nikita Sorokin|Sergey I. Nikolenko|Valentin Malykh
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval.
Konstantin Yakovlev|Gregory Polyakov|Ilseyar Alimova|Alexander Podolskiy|Andrey Bout|Sergey I. Nikolenko|Irina Piontkovskaya
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta.
Alfred Huang|Qi Yang|Sergey I. Nikolenko|Marlo Ongpin|Ilia Gossoudarev|Ngoc Yen Duong|Kirill Lepikhin|Sergey Vishnyakov|Yu-Yi Chu-Farseeva|Aleksandr Farseev
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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"Just To See You Smile": SMILEY, a Voice-Guided GUY GAN.
Qi Yang|Christos Tzelepis|Sergey I. Nikolenko|Ioannis Patras|Aleksandr Farseev
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2020

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RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
Ilya Shenbin|Anton Alekseev|Elena Tutubalina|Valentin Malykh|Sergey I. Nikolenko
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

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AspeRa: Aspect-Based Rating Prediction Model.
Sergey I. Nikolenko|Elena Tutubalina|Valentin Malykh|Ilya Shenbin|Anton Alekseev
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part II

2016

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Topic Quality Metrics Based on Distributed Word Representations.
Sergey I. Nikolenko
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016