| 2025 | ICDM | A Multimodal Conversational Agent for Tabular Data Analysis. | Mohammad Nour Al Awad, Sergey Ivanov, Olga Tikhonova, Ivan Khodnenko |
| 2022 | KDD | Reward Optimizing Recommendation using Deep Learning and Fast Maximum Inner Product Search. | Imad Aouali, Amine Benhalloum, Martin Bompaire, Achraf Ait Sidi Hammou, Sergey Ivanov, Benjamin Heymann, David Rohde, Otmane Sakhi, Flavian Vasile, Maxime Vono |
| 2021 | FRUCT | YOLOv4 for Urban Object Detection: Case of Electronic Inventory in St. Petersburg. | Ebrahim Najafi Kajabad, Petr Begen, Boris Nizomutdinov, Sergey Ivanov |
| 2021 | KES | On an adaptive algorithm for detecting echo signals reflected from low-flying objects against the background of interference in the urban environment. | Mikhail Sergeev, Anton Sentsov, Vadim A. Nenashev, Sergey Ivanov |
| 2020 | RecSys | Bayesian Value Based Recommendation: A modelling based alternative to proxy and counterfactual policy based recommendation. | David Rohde, Flavian Vasile, Sergey Ivanov, Otmane Sakhi |
| 2019 | FRUCT | Building Individual Educational Routes for Learning SQL Queries. | Anton Govorov, Marina Govorova, Helen Slizen, Sergey Ivanov |
| 2018 | ICDM | Learning Node Embeddings for Influence Set Completion. | Sergey Ivanov, Nikita Durasov, Evgeny Burnaev |
| 2018 | ICML | Anonymous Walk Embeddings. | Sergey Ivanov, Evgeny Burnaev |
| 2015 | BPM | BPMNDiffViz: A Tool for BPMN Models Comparison. | Sergey Ivanov, Anna A. Kalenkova, Wil M. P. van der Aalst |