Papers

Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation

Apr 15, 2025

Left-Deep Join Order Selection with Higher-Order Unconstrained Binary Optimization on Quantum Computers

Feb 1, 2025

Tensor Decompositions and Adiabatic Quantum Computing for Discovering Practical Matrix Multiplication Algorithms

Sep 20, 2024

Gate Teleportation in Noisy Quantum Networks with the SquidASM Simulator

Sep 18, 2024

Quantum Annealing: Emerging Exploration for Database Optimization

Sep 17, 2024

Graphs on Qubits: Demonstrating Three Graph Algorithms on Quantum Computers

Aug 30, 2024

SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method

Jun 19, 2024

Join Order Selection with Deep Reinforcement Learning: Fundamentals, Techniques, and Challenges

Sep 1, 2023

Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research

Jun 22, 2023

Quantum Annealing Method for Dynamic Virtual Machine and Task Allocation in Cloud Infrastructures from A Sustainability Perspective

Apr 3, 2023