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cs.LG2025
Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering
Zhe Wang, ZhiJie He, Ding Liu
The article introduces a new method for applying Quantum Clustering to graph structures. Quantum Clustering (QC) is a novel density-based unsupervised learning method that determin…
cs.LG2024
Quantum-Classical Machine learning by Hybrid Tensor Networks
Ding Liu, Jiaqi Yao, Zekun Yao +1
Tensor networks (TN) have found a wide use in machine learning, and in particular, TN and deep learning bear striking similarities. In this work, we propose the quantum-classical h…