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Dynamic Routing in Space-Ground Integrated Quantum Networks
Tianjie Hu, Jindi Wu, Qun Li
Quantum networks emerge as fundamental frameworks for addressing various large-scale problems. There are two primary architectures: space-based quantum networks, which deploy satel…
SurfaceNet: Fault-Tolerant Quantum Networks with Surface Codes
Tianjie Hu, Jindi Wu, Qun Li
Quantum networks serve as the means to transmit information, encoded in quantum bits or qubits, between quantum processors that are physically separated. Given the instability of q…
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classification
Jindi Wu, Tianjie Hu, Qun Li
Quantum computing has shown considerable promise for compute-intensive tasks in recent years. For instance, classification tasks based on quantum neural networks (QNN) have garnere…
Scalable Quantum Neural Networks for Classification
Jindi Wu, Zeyi Tao, Qun Li
Many recent machine learning tasks resort to quantum computing to improve classification accuracy and training efficiency by taking advantage of quantum mechanics, known as quantum…