4 papers
ZAP: Zoned Architecture and Performant Compiler for Field Programmable Atom Array
Chen Huang, Xi Zhao, Hongze Xu +4
The scalability of neutral-atom quantum computing is increasingly limited by a compiler--architecture challenge: logical circuits must be mapped onto dynamically reconfigurable ato…
QSteed: A Resource-Virtualized and Hardware-Aware Quantum Compilation Framework for Real Quantum Computing Processors
Hong-Ze Xu, Zheng-An Wang, Yu-Long Feng +11
As quantum computing systems continue to scale up and become more clustered, efficiently compiling user quantum programs into high fidelity executable sequences on real hardware re…
Hierarchical Quantum Optimization via Backbone-Driven Problem Decomposition: Integrating Tabu-Search with QAOA
Minhui Gou, Zeyang Li, Hong-Ze Xu +6
As quantum computing advances, quantum approximate optimization algorithms (QAOA) have shown promise in addressing combinatorial optimization problems. However, the limitations of…
PPO-Q: Proximal Policy Optimization with Parametrized Quantum Policies or Values
Yu-Xin Jin, Zi-Wei Wang, Hong-Ze Xu +3
Quantum machine learning (QML), which combines quantum computing with machine learning, is widely believed to hold the potential to outperform traditional machine learning in the e…