Selected Publications

Synerise Monad: A Foundation Model for Behavioral Event Data

SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Barbara Rychalska, Szymon Łukasik and Jacek Dąbrowski


Synerise Monad - Real-Time Multimodal Behavioral Modeling

CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Jacek Dąbrowski and Barbara Rychalska


An Efficient Manifold Density Estimator for All Recommendation Systems

International Conference on Neural Information Processing (ICONIP 2021)

Jacek Dąbrowski, Barbara Rychalska, Michał Daniluk, Dominika Basaj, Konrad Gołuchowski, Piotr Babel, Andrzej Michałowski and Adam Jakubowski


Cleora: a Simple, Strong and Scalable Graph Embedding Scheme

International Conference on Neural Information Processing (ICONIP 2021)

Barbara Rychalska, Piotr Bąbel, Konrad Gołuchowski, Andrzej Michałowski, Jacek Dąbrowski and Przemysław Biecek


Synerise at RecSys 2021: Twitter User Engagement Prediction with a Fast Neural Model

15th ACM Conference on Recommender Systems RecSys Challenge Workshop, 2021

Michał Daniluk, Jacek Dabrowski, Barbara Rychalska and Konrad Gołuchowski


Synerise at KDD Cup 2021: Node Classification in Massive Heterogeneous Graphs

Association for Computing Machinery's Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) KDD Cup Open Graph Benchmark (OGB) Challenge Workshop, 2021

Michał Daniluk, Jacek Dabrowski, Barbara Rychalska and Konrad Gołuchowski


Synerise at SIGIR Rakuten Data Challenge 2020: Efficient Manifold Density Estimator for Cross-Modal Retrieval

The 43th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) eCom Workshop, 2020

Barbara Rychalska and Jacek Dąbrowski


Modeling Multi-Destination Trips with Sketch-Based Model

14th ACM International Web Search and Data Mining Conference (WSDM) WebTour Workshop on Web Tourism, 2021

Michał Daniluk, Barbara Rychalska, Konrad Gołuchowski and Jacek Dąbrowski


On the Unreasonable Effectiveness of Centroids in Image Retrieval

International Conference on Neural Information Processing (ICONIP 2021)

Mikołaj Wieczorek, Barbara Rychalska and Jacek Dąbrowski


I know why you like this movie: Interpretable Efficient Multimodal Recommender

Thirty-seventh International Conference on Machine Learning (ICML) Machine Learning for Media Discovery (ML4MD) Workshop, 2020

Barbara Rychalska, Dominika Basaj, Jacek Dąbrowski and Michał Daniluk

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