| 2016 | COLING | Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF. | Rosa Tsegaye Aga, Lucas Drumond, Christian Wartena, Lars Schmidt-Thieme |
| 2016 | LREC | Learning Thesaurus Relations from Distributional Features. | Rosa Tsegaye Aga, Christian Wartena, Lucas Drumond, Lars Schmidt-Thieme |
| 2015 | ICTAI | Joint Model Choice and Hyperparameter Optimization with Factorized Multilayer Perceptrons. | Nicolas Schilling, Martin Wistuba, Lucas Drumond, Lars Schmidt-Thieme |
| 2013 | DaWaK | Supervised Dimensionality Reduction via Nonlinear Target Estimation. | Josif Grabocka, Lucas Drumond, Lars Schmidt-Thieme |
| 2013 | WWW | Towards real-time collaborative filtering for big fast data. | Ernesto Diaz-Aviles, Wolfgang Nejdl, Lucas Drumond, Lars Schmidt-Thieme |
| 2012 | CIKM | What is happening right now ... that interests me?: online topic discovery and recommendation in twitter. | Ernesto Diaz-Aviles, Lucas Drumond, Zeno Gantner, Lars Schmidt-Thieme, Wolfgang Nejdl |
| 2012 | RecSys | Real-time top-n recommendation in social streams. | Ernesto Diaz-Aviles, Lucas Drumond, Lars Schmidt-Thieme, Wolfgang Nejdl |
| 2012 | SAC | Predicting RDF triples in incomplete knowledge bases with tensor factorization. | Lucas Drumond, Steffen Rendle, Lars Schmidt-Thieme |
| 2012 | WSDM | Multi-relational matrix factorization using bayesian personalized ranking for social network data. | Artus Krohn-Grimberghe, Lucas Drumond, Christoph Freudenthaler, Lars Schmidt-Thieme |
| 2011 | CSEDU | Matrix and Tensor Factorization for Predicting Student Performance. | Nguyen Thai-Nghe, Lucas Drumond, Toms Horvth, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2011 | ICWSM | Scalable Event-Based Clustering of Social Media Via Record Linkage Techniques. | Timo Reuter, Philipp Cimiano, Lucas Drumond, Krisztin Bza, Lars Schmidt-Thieme |
| 2010 | ICDM | Learning Attribute-to-Feature Mappings for Cold-Start Recommendations. | Zeno Gantner, Lucas Drumond, Christoph Freudenthaler, Steffen Rendle, Lars Schmidt-Thieme |
| 2010 | SAC | Extracting ontology concept hierarchies from text using Markov logic. | Lucas Drumond, Rosario Girardi |
| 2009 | SEKE | A Knowledge-based Retrieval Model. | Fabio Silva, Rosario Girardi, Lucas Drumond |
| 2008 | ICSoft | A Case Study on Domain Analysis of Semantic Web Multi-Agent Recommender Systems. | Roberval Mariano, Rosario Girardi, Adriana Leite, Lucas Drumond, Djefferson Maranho |
| 2008 | SEKE | A Similarity Analysis Model for Semantic Web Information Filtering Applications. | Lucas Drumond, Rosario Girardi, Fabio Silva |
| 2007 | ICAIL | Architectural design of a multi-agent recommender system for the legal domain. | Lucas Drumond, Rosario Girardi, Adriana Leite |