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