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Author

Thang N. Dinh

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Open access Sep 2026

Transpilation and optimization of QAOA for maximum weighted independent set

In recent years, quantum computing has shown promise in solving certain problems more efficiently than classical methods. The Quantum Approximate Optimization Algorithm (QAOA) has emerged as a leading candidate for achieving quantum advantage on noisy intermediate-scale quantum (NISQ) devices. This study explores the a...

Nghiem Viet Dung Nguyen, S. Le, Thang N. Dinh · 0 citations
Conference Open access Sep 2026

Differentiable Spectral Normalization for Large-Scale Ising Optimization

Differentiable Spectral Normalization, a parameterizes the spectral relaxation through a diagonal metric and maximizes the resulting lower bound via projected gradient ascent, suggesting that learning problem-specific relaxation geometry can substantially close the gap between spectral scalability and metaheuristic sol...

Thinh Nguyen-Cong, Thang N. Dinh · 0 citations

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