6 citations · 7 across the 5 of their papers we have counts for
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quant-ph2026
EPIC-CIM: Training Convolutional Neural Networks on a Coherent Ising Machine via Equilibrium Propagation
Xingrui Yin, Shenwei Kang, Haoqi He +7
Quantum convolutional neural networks, due to the involvement of quantum measurements and discrete quantum state evolution, face inherent training challenges associated with non-di…
quant-ph2024★ 6 cited
Quantum Annealing and Graph Neural Networks for Solving TSP with QUBO
Haoqi He
This paper explores the application of Quadratic Unconstrained Binary Optimization (QUBO) models in solving the Travelling Salesman Problem (TSP) through Quantum Annealing algorith…