Roman Orus - RankMe

25 papers Journal 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Block removal for large language models through constrained binary optimization. CoRR David Jansen, Roman Rausch, David Montero, Roman Orus
2026	J	`jnl`	Empirical Study of Observable Sets in Multiclass Quantum Classification. CoRR Paul San Sebastian, Mikel Cañizo, Roman Orus
2025	J	`jnl`	Quantum computing and artificial intelligence: status and perspectives. CoRR Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm
2025	J	`jnl`	Quantum-Inspired Solver for Simulating Material Deformations. CoRR Mazen Ali, Aser Cortines, Siddhartha Morales, Samuel Mugel, Mireia Olave, Roman Orus, Samuel Palmer, Hodei Usabiaga
2025	J	`jnl`	Refusal Steering: Fine-grained Control over LLM Refusal Behaviour for Sensitive Topics. CoRR Iker García-Ferrero, David Montero, Roman Orus
2024	J	`jnl`	Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks. CoRR Pablo Martin-Ramiro, Unai Sainz de la Maza, Roman Orus, Samuel Mugel
2024	J	`jnl`	CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks. CoRR Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri-Alaoui, John Malcolm, Samuel Mugel, Roman Orus
2024	J	`jnl`	Quantum Large Language Models via Tensor Network Disentanglers. CoRR Borja Aizpurua, Saeed S. Jahromi, Sukhbinder Singh, Roman Orus
2024	J	`jnl`	Tensor Networks for Explainable Machine Learning in Cybersecurity. CoRR Borja Aizpurua, Roman Orus
2024	J	`jnl`	Tensor network compressibility of convolutional models. CoRR Sukhbinder Singh, Saeed S. Jahromi, Roman Orus
2023	J	`jnl`	Application of Tensor Neural Networks to Pricing Bermudan Swaptions. CoRR Raj G. Patel, Tomas Dominguez, Mohammad Dib, Samuel Palmer, Andrea Cadarso, Fernando De Lope Contreras, Abdelkader Ratnani, Francisco Gomez Casanova, Senaida Hernández-Santana, Álvaro Díaz Fernández, Eva Andrés, Jorge Luis-Hita, Escolástico Sánchez-Martínez, Samuel Mugel, Roman Orus
2023	J	`jnl`	Efficient tensor network simulation of IBM's largest quantum processors. CoRR Siddhartha Patra, Saeed S. Jahromi, Sukhbinder Singh, Roman Orus
2023	J	`jnl`	Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks. CoRR Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martinez, Roman Orus
2023	J	`jnl`	Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning. CoRR Pablo Bermejo, Borja Aizpurua, Roman Orus
2022	J	`jnl`	Financial Index Tracking via Quantum Computing with Cardinality Constraints. CoRR Samuel Palmer, Konstantinos Karagiannis, Adam Florence, Asier Rodriguez, Roman Orus, Harish Naik, Samuel Mugel
2022	J	`jnl`	Financial Risk Management on a Neutral Atom Quantum Processor. CoRR Lucas Leclerc, Luis Ortiz-Guitierrez, Sebastián Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, Usman Ayub Sheikh, Maitree Shah, Luc Andrea, Faysal Ishtiaq, Andoni Duarte, Samuel Mugel, Irene Caceres, Michel Kurek, Roman Orus, Achraf Seddik, Oumaima Hammammi, Hacene Isselnane, Didier M'tamon
2022	J	`jnl`	Quantum artificial vision for defect detection in manufacturing. CoRR Daniel Guijo, Victor Onofre, Gianni Del Bimbo, Samuel Mugel, Daniel Estepa, Xabier De Carlos, Ana Adell, Aizea Lojo, Josu Bilbao, Roman Orus
2022	J	`jnl`	Quantum-Inspired Tensor Neural Networks for Option Pricing. CoRR Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Samuel Palmer, Saeed S. Jahromi, Shivam Sharma, Tomas Dominguez, Kris Tziritas, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Samuel Mugel, Roman Orus
2022	J	`jnl`	Quantum-Inspired Tensor Neural Networks for Partial Differential Equations. CoRR Raj G. Patel, Chia-Wei Hsing, Serkan Sahin, Saeed S. Jahromi, Samuel Palmer, Shivam Sharma, Christophe Michel, Vincent Porte, Mustafa Abid, Stephane Aubert, Pierre Castellani, Chi-Guhn Lee, Samuel Mugel, Roman Orus
2022	J	`jnl`	Variational Quantum and Quantum-Inspired Clustering. CoRR Pablo Bermejo, Roman Orus
2020	J	`jnl`	Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks. CoRR Samuel Mugel, Carlos Kuchkovsky, Escolastico Sanchez, Samuel Fernández-Lorenzo, Jorge Luis-Hita, Enrique Lizaso, Roman Orus
2017	J	`jnl`	Mathematical foundations of matrix syntax. CoRR Roman Orus, Roger Martin, Juan Uriagereka
2017	J	`jnl`	The physical structure of grammatical correlations: equivalences, formalizations and consequences. CoRR Ángel J. Gallego, Roman Orus
2011	J	`jnl`	Geometric entanglement of one-dimensional systems: bounds and scalings in the thermodynamic limit. Quantum Inf. Comput. Roman Orus, Tzu-Chieh Wei
2005	J	`jnl`	Two slightly-entangled NP-complete problems. Quantum Inf. Comput. Roman Orus