Music Genre Classification based on Dynamical Models. - Alberto García-Durán; Jerónimo Arenas-García; Dario García-García; Emilio Parrado-Hernández (ICPRAM (2), 2012)

Translating Embeddings for Modeling Multi-relational Data. - Antoine Bordes; Nicolas Usunier; Alberto García-Durán; Jason Weston; Oksana Yakhnenko (NIPS, 2013)

Irreflexive and Hierarchical Relations as Translations - Antoine Bordes; Nicolas Usunier; Alberto García-Durán; Jason Weston; Oksana Yakhnenko (CoRR, 2013)

Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data. - Alberto García-Durán; Antoine Bordes; Nicolas Usunier (ECML/PKDD (1), 2014)

Composing Relationships with Translations. - Alberto García-Durán; Antoine Bordes; Nicolas Usunier (EMNLP, 2015)

Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases. - Alberto García-Durán; Antoine Bordes; Nicolas Usunier; Yves Grandvalet (CoRR, 2015)

Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus. - Iulian Vlad Serban; Alberto García-Durán; Çaglar Gülçehre; Sungjin Ahn; Sarath Chandar; Aaron C. Courville; Yoshua Bengio (ACL (1), 2016)

Combining Two and Three-Way Embedding Models for Link Prediction in Knowledge Bases. - Alberto García-Durán; Antoine Bordes; Nicolas Usunier; Yves Grandvalet (J. Artif. Intell. Res., 2016)

Learning Graph Representations with Embedding Propagation. - Alberto García-Durán; Mathias Niepert (NIPS, 2017)

Network Data Monetization Using Net2Vec. - Roberto Gonzalez; Alberto García-Durán; Filipe Manco; Mathias Niepert; Pelayo Vallina (SIGCOMM Posters and Demos, 2017)

Net2Vec: Deep Learning for the Network. - Roberto Gonzalez; Filipe Manco; Alberto García-Durán; Jose Mendes; Felipe Huici; Saverio Niccolini; Mathias Niepert (Big-DAMA@SIGCOMM, 2017)

Representation Learning for Visual-Relational Knowledge Graphs. - Daniel Oñoro-Rubio; Mathias Niepert; Alberto García-Durán; Roberto Gonzalez; Roberto Javier López-Sastre (CoRR, 2017)

Knowledge Graph Completion to Predict Polypharmacy Side Effects. - Brandon M. Malone; Alberto García-Durán; Mathias Niepert (DILS, 2018)

Towards a Spectrum of Graph Convolutional Networks. - Mathias Niepert; Alberto García-Durán (DSW, 2018)

Learning Sequence Encoders for Temporal Knowledge Graph Completion. - Alberto García-Durán; Sebastijan Dumancic; Mathias Niepert (EMNLP, 2018)

KBlrn: End-to-End Learning of Knowledge Base Representations with Latent, Relational, and Numerical Features. - Alberto García-Durán; Mathias Niepert (UAI, 2018)

On embeddings as an alternative paradigm for relational learning. - Sebastijan Dumancic; Alberto García-Durán; Mathias Niepert (CoRR, 2018)

Learning Representations of Missing Data for Predicting Patient Outcomes. - Brandon M. Malone; Alberto García-Durán; Mathias Niepert (CoRR, 2018)

Learning Numerical Attributes in Knowledge Bases. - Bhushan Kotnis; Alberto García-Durán (AKBC, 2019)

Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs. - Daniel Oñoro-Rubio; Mathias Niepert; Alberto García-Durán; Roberto Gonzalez-Sanchez; Roberto Javier López-Sastre (AKBC, 2019)

MMKG: Multi-modal Knowledge Graphs. - Ye Liu 002; Hui Li 057; Alberto García-Durán; Mathias Niepert; Daniel Oñoro-Rubio; David S. Rosenblum (ESWC, 2019)

A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning. - Sebastijan Dumancic; Alberto García-Durán; Mathias Niepert (IJCAI, 2019)

TransRev: Modeling Reviews as Translations from Users to Items. - Alberto García-Durán; Roberto Gonzalez; Daniel Oñoro-Rubio; Mathias Niepert; Hui Li 057 (ECIR (1), 2020)

User profiling by network observers. - Roberto Gonzalez; Claudio Soriente; Juan Miguel Carrascosa; Alberto García-Durán; Costas Iordanou; Mathias Niepert (CoNEXT, 2021)

Low-Rank Subspaces for Unsupervised Entity Linking. - Akhil Arora 001; Alberto García-Durán; Robert West 001 (EMNLP (1), 2021)

Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation. - Eda Bayram; Alberto García-Durán; Robert West 001 (ICASSP, 2021)

Recursive Input and State Estimation: a General Framework for Learning from Time Series With Missing Data. - Alberto García-Durán; Robert West 001 (ICASSP, 2021)

Efficient Entity Candidate Generation for Low-Resource Languages. - Alberto García-Durán; Akhil Arora 001; Robert West 001 (LREC, 2022)

Wikipedia Reader Navigation: When Synthetic Data Is Enough. - Akhil Arora 001; Martin Gerlach; Tiziano Piccardi; Alberto García-Durán; Robert West 001 (WSDM, 2022)

A Critical Re-evaluation of Neural Methods for Entity Alignment. - Manuel Leone; Stefano Huber; Akhil Arora 001; Alberto García-Durán; Robert West 001 (Proc. VLDB Endow., 2022)