TreeVQA: A Tree-Structured Execution Framework for Shot Reduction in Variational Quantum Algorithms
Abstract
Variational Quantum Algorithms (VQAs) are promising for near- and intermediate-term quantum computing, but their execution cost is substantial. Each task requires many iterations and numerous circuits per iteration, and real-world applications often involve multiple tasks, scaling with the precision needed to explore the application's energy landscape. This demands an enormous number of execution shots, making practical use prohibitively expensive.
Fields of Study & Subjects
Quantum Computing Algorithms and Architecture
Quantum many-body systems
Quantum Information and Cryptography
Publication details
- Journal / source
- International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
- Pages
- 2063–2078
- Publication date
- 10 March 2026
- Language
- EN