Author

Shih-Hao Hung

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Book Open access Sep 2026

MillionQAOA: A Dividable QAOA Framework for Solving Million-Vertex-Scale Max-Cut Problems

Hybrid quantum-classical optimization has made the Quantum Approximate Optimization Algorithm (QAOA) a leading candidate for combinatorial optimization tasks, and Max-Cut stands out among them for its broad practical footprint and its clean reduction to QUBO and Ising form. Prior divide-and-conquer adaptations push QAO...

Xie-Ru Li, Po-Hsuan Huang, Chia-Heng Tu et al. · Proceedings of the Internati... · 0 citations

Preprint Sep 2026

Towards Training Private LLMs: Exploring Fine-Tuning Language Models on Apple Silicon with RDMA over Thunderbolt

This paper characterize RDMA-over-TB communication on Mac Studio nodes, showing that the measured bandwidth is far below nominal TB specifications, and compares Apple Silicon with an NVIDIA H100 platform to quantify the trade-off between memory capacity, throughput, and acquisition cost.

En-Ming Huang, Yao-Ting Hsieh, Hsiang-Yu Tsou et al. · 0 citations

Open access Aug 2026

QCutSim: Accelerating Quantum Circuit Cutting Simulation on Consumer-Grade Classical Systems

Quantum computing has the potential to accelerate various fields by solving specific problems significantly faster than classical computers. Solving more complex problems generally requires a larger number of qubits. However, current quantum devices are constrained by limited qubit counts and environmental noise. Quant...

Po-Hsuan Huang, Chun-Yen Tai, Chia-Heng Tu et al. · ACM Transactions on Design A... · 0 citations