| 2022 | WWW | ParClick: A Scalable Algorithm for EM-based Click Models. | Pooya Khandel, Ilya Markov, Andrew Yates, Ana Lucia Varbanescu |
| 2021 | CIKM | Mixture-Based Correction for Position and Trust Bias in Counterfactual Learning to Rank. | Ali Vardasbi, Maarten de Rijke, Ilya Markov |
| 2020 | SIGIR | Cascade Model-based Propensity Estimation for Counterfactual Learning to Rank. | Ali Vardasbi, Maarten de Rijke, Ilya Markov |
| 2019 | WWW | ViTOR: Learning to Rank Webpages Based on Visual Features. | Bram van den Akker, Ilya Markov, Maarten de Rijke |
| 2019 | UAI | BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback. | Chang Li, Branislav Kveton, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvri, Masrour Zoghi |
| 2019 | WSDM | When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments. | Rolf Jagerman, Ilya Markov, Maarten de Rijke |
| 2018 | CIKM | Calibration: A Simple Way to Improve Click Models. | Alexey Borisov, Julia Kiseleva, Ilya Markov, Maarten de Rijke |
| 2018 | WWW | Manifold Learning for Rank Aggregation. | Shangsong Liang, Ilya Markov, Zhaochun Ren, Maarten de Rijke |
| 2018 | SIGIR | A Click Sequence Model for Web Search. | Alexey Borisov, Martijn Wardenaar, Ilya Markov, Maarten de Rijke |
| 2017 | CIKM | Online Expectation-Maximization for Click Models. | Ilya Markov, Alexey Borisov, Maarten de Rijke |
| 2017 | ICTIR | Evaluating and Analyzing Click Simulation in Web Search. | Stepan Malkevich, Ilya Markov, Elena Michailova, Maarten de Rijke |
| 2016 | WWW | A Neural Click Model for Web Search. | Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov |
| 2016 | SIGIR | A Context-aware Time Model for Web Search. | Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov |
| 2016 | WSDM | Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial. | Aleksandr Chuklin, Ilya Markov, Maarten de Rijke |
| 2015 | ECIR | User Behavior in Location Search on Mobile Devices. | Yaser Norouzzadeh Ravari, Ilya Markov, Artem Grotov, Maarten Clements, Maarten de Rijke |
| 2015 | SIGIR | Advanced Click Models and their Applications to IR: SIGIR 2015 Tutorial. | Aleksandr Chuklin, Ilya Markov, Maarten de Rijke |
| 2015 | SIGIR | An Introduction to Click Models for Web Search: SIGIR 2015 Tutorial. | Aleksandr Chuklin, Ilya Markov, Maarten de Rijke |
| 2014 | CIKM | Vertical-Aware Click Model-Based Effectiveness Metrics. | Ilya Markov, Eugene Kharitonov, Vadim Nikulin, Pavel Serdyukov, Maarten de Rijke, Fabio Crestani |
| 2013 | ECIR | Distributed Information Retrieval and Applications. | Fabio Crestani, Ilya Markov |
| 2013 | ECIR | Reducing the Uncertainty in Resource Selection. | Ilya Markov, Leif Azzopardi, Fabio Crestani |
| 2013 | ECIR | On CORI Results Merging. | Ilya Markov, Avi Arampatzis, Fabio Crestani |
| 2012 | SIGIR | Unsupervised linear score normalization revisited. | Ilya Markov, Avi Arampatzis, Fabio Crestani |
| 2011 | SIGIR | Modeling document scores for distributed information retrieval. | Ilya Markov |
| 2008 | ICISP | Image Retrieval: Color and Texture Combining Based on Query-Image. | Ilya Markov, Natalia Vassilieva |