Román Orús

22 papers C 1Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Only relative ranks matter in weight-clustered large language models.
CoRR
Borja Aizpurua, Sukhbinder Singh, Román Orús
2026 J jnl
STN-GPR: A Singularity Tensor Network Framework for Efficient Option Pricing.
CoRR
Dominic Gribben, Carolina Allende, Alba Villarino, Aser Cortines, Mazen Ali, Román Orús, Pascal Oswald, Noureddine Lehdili
2025 J jnl
A tensor network approach for chaotic time series prediction.
CoRR
Rodrigo Martínez-Peña, Román Orús
2025 J jnl
Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models.
CoRR
Luigi D'Amico, Daniel De Rosso, Ninad Dixit, Raúl Salles de Padua, Samuel Palmer, Samuel Mugel, Román Orús, Holger Eble, Ali Abedi
2025 J jnl
Globally optimized SVD compression of LLMs via Fermi-function-based rank selection and gauge fixing.
CoRR
Roman Rausch, David Jansen, Sukhbinder Singh, Román Orús
2025 J jnl
Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks.
ACM Trans. Quantum Comput.
Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martínez, Román Orús
2025 J jnl
Lightweight Cloud Masking Models for On-Board Inference in Hyperspectral Imaging.
CoRR
Mazen Ali, António Pereira, Fabio Gentile, Aser Cortines, Sam Mugel, Román Orús, Stelios Neophytides, Michalis Mavrovouniotis
2025 J jnl
Quantum-Based QoE Optimization in Advanced Cellular Networks: Integration and Cloud Gaming Use Case.
IEEE Open J. Commun. Soc.
Fatma Chaouech, Javier Villegas, António Pereira, Carlos Baena, Sergio Fortes, Raquel Barco, Dominic Gribben, Mohammad Dib, Alba Villarino, Aser Cortines, Román Orús
2025 J jnl
Quantum-based QoE Optimization in Advanced Cellular Networks: Integration and Cloud Gaming Use Case.
CoRR
Fatma Chaouech, Javier Villegas, António Pereira, Carlos Baena, Sergio Fortes, Raquel Barco, Dominic Gribben, Mohammad Dib, Alba Villarino, Aser Cortines, Román Orús
2025 J jnl
Scaling Laws for Energy Efficiency of Local LLMs.
CoRR
Ander Alvarez, Alessandro Daniele Genuardi Oquendo, Nilotpal Kanti Sinha, Antonio Tiene, Mikail Okyay, Bakbergen Ryskulov, David Montero, Samuel Mugel, Román Orús
2025 J jnl
Synthetic Data Generation and Differential Privacy using Tensor Networks' Matrix Product States (MPS).
CoRR
Alejandro Moreno R., Desale Fentaw, Samuel Palmer, Raúl Salles de Padua, Ninad Dixit, Samuel Mugel, Román Orús, Manuel Radons, Josef Menter, Ali Abedi
2025 J jnl
Tensor networks for explainable machine learning in cybersecurity.
Neurocomputing
Borja Aizpurua, Samuel Palmer, Román Orús
2025 J jnl
Tensorization is a powerful but underexplored tool for compression and interpretability of neural networks.
CoRR
Safa Hamreras, Sukhbinder Singh, Román Orús
2025 J jnl
epiGPTope: A machine learning-based epitope generator and classifier.
CoRR
Natalia Flechas Manrique, Alberto Martínez, Elena López-Martínez, Luc Andrea, Román Orús, Aitor Manteca, Aitziber L. Cortajarena, Llorenç Espinosa-Portalés
2024 J jnl
Decoding algorithms for surface codes.
Quantum
Antonio deMarti iOlius, Patricio Fuentes, Román Orús, Pedro M. Crespo, Josu Etxezarreta Martinez
2024 J jnl
Image Classification with Rotation-Invariant Variational Quantum Circuits.
CoRR
Paul San Sebastian, Mikel Cañizo, Román Orús
2024 J jnl
Ultralight Signal Classification Model for Automatic Modulation Recognition.
CoRR
Alessandro Daniele Genuardi Oquendo, Agustín Matías Galante Cerviño, Nilotpal Kanti Sinha, Luc Andrea, Sam Mugel, Román Orús
2023 J jnl
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer.
Entropy
Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz
2022 J jnl
Forecasting Election Polls with Spin Systems.
SN Comput. Sci.
Rubén Ibarrondo, Mikel Sanz, Román Orús
2022 J jnl
Language Design as Information Renormalization.
SN Comput. Sci.
Ángel J. Gallego, Román Orús
2019 C conf
Management of Big Textual Data in Qualitative Research: Organizing the Relationships in a Typology based on Logical Properties.
MEDES
Christophe Jouis, Mercedes Orús-Lacort, Nino Durglishvili, Román Orús
2002 J jnl
Natural Majorization of the Quantum Fourier Transformation in Phase-Estimation Algorithms.
Quantum Inf. Process.
Román Orús, José I. Latorre, Miguel Angel Martin-Delgado