| 2020 | AAAI | Distributionally Robust Counterfactual Risk Minimization. | Louis Faury, Ugo Tanielian, Elvis Dohmatob, Elena Smirnova, Flavian Vasile |
| 2017 | RecSys | Specializing Joint Representations for the task of Product Recommendation. | Thomas Nedelec, Elena Smirnova, Flavian Vasile |
| 2017 | RecSys | Contextual Sequence Modeling for Recommendation with Recurrent Neural Networks. | Elena Smirnova, Flavian Vasile |
| 2016 | RecSys | Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation. | Flavian Vasile, Elena Smirnova, Alexis Conneau |
| 2011 | ECIR | A User-Oriented Model for Expert Finding. | Elena Smirnova, Krisztian Balog |
| 2011 | SIGIR | A model for expert finding in social networks. | Elena Smirnova |
| 2011 | WAW | Quick Detection of Top-k Personalized PageRank Lists. | Konstantin Avrachenkov, Nelly Litvak, Danil Nemirovsky, Elena Smirnova, Marina Sokol |
| 2008 | SIGIR | Pagerank based clustering of hypertext document collections. | Konstantin Avrachenkov, Vladimir Dobrynin, Danil Nemirovsky, Kim Son Pham, Elena Smirnova |
| 2002 | AISC | Using Symbolic Computation in an Automated Sequent Derivation System for Multi-valued Logic. | Elena Smirnova |