Valter Uotila
- Agent-Q: Fine-Tuning Large Language Models for Quantum Circuit Generation and Optimization
2025/04/15 by Linus Jern, Valter Uotila, Jern, Linus +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)
- 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
- Quantum Information-Theoretical Size Bounds for Conjunctive Queries with Functional Dependencies
2025/06/09 by Valter Uotila, Uotila, Valter, Jiaheng Lu +1 · 2 citations
#quant-ph #cs.DB
- Systematic Experiment Tracking in Quantum Software: A Case Study of Reservoir Computing with Error Mitigation
2026/07/27 by Otso Kinanen, Valter Uotila, Vlad Stirbu
#quant-ph #cs.SE