Uotila, Valter
- Agent-Q: Fine-Tuning Large Language Models for Quantum Circuit Generation and Optimization
2025/04/15 by Linus Jern, Jern, Linus, Valter Uotila +4 · 8 citations
Computer Science · Materials Science · #Quantum Computing Algorithms and Architecture #Machine Learning in Materials Science #Big Data and Digital Economy
- SQL2Circuits: Estimating Cardinalities, Execution Times, and Costs for SQL Queries with Quantum Natural Language Processing
2023/06/14 by Valter Uotila, Uotila, Valter · 3 citations
Computer Science · Physics and Astronomy · #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Left-Deep Join Order Selection with Higher-Order Unconstrained Binary Optimization on Quantum Computers
2025/02/01 by Valter Uotila, Uotila, Valter · 5 citations
Computer Science · #Computability, Logic, AI Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Perspectives on Utilization of Measurements in Quantum Algorithms
2025/07/06 by Uotila, Valter, Salmenperä, Ilmo, Becker, Leo +3 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Tensor Decompositions and Adiabatic Quantum Computing for Discovering Practical Matrix Multiplication Algorithms
2024/06/19 by Valter Uotila, Uotila, Valter · 2 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Tensor decomposition and applications
- QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL
2025/10/01 by Cong Yu, Valter Uotila, Yu, Cong +10 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph) #Scientific Computing and Data Management
- ZX-DB: A Graph Database for Quantum Circuit Simplification and Rewriting via the ZX-Calculus
2025/11/17 by Uotila, Valter, Yu, Cong, Zhao, Bo · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Information-Theoretical Size Bounds for Conjunctive Queries with Functional Dependencies
2025/06/09 by Valter Uotila, Jiaheng Lu, Uotila, Valter +1 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Database Systems and Queries #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #cs.DB #quant-ph
- QCE'24 Tutorial: Quantum Annealing -- Emerging Exploration for Database Optimization
2024/11/07 by Nayak, Nitin, Schönberger, Manuel, Uotila, Valter +4 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)