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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuchen Pang

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2 papers indexed here

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Open access Aug 2026

DistSpMM: Accelerating Sparse Matrix Dense Matrix Multiplication on GPUs

The proposed DistSpMM proposes DistSpMM, a co-design framework integrating data layout, pipelining, and communication strategies, which introduces HSDMA, a lightweight algorithm that reduces communication by optimizing the dense matrix allocation.

Junyu Gu, Jue Wang, Zhikuang Xin et al. · 0 citations
Sep 2026

HIP-DFPT: Scalable Optimization of Irregular Workloads in Quantum Perturbation on GPU Clusters

Irregular workloads challenge GPUs with small tasks, unpredictable branching, and uneven load distribution. Quantum perturbation theory and Density Functional Theory (DFT) represent a prominent example, where such irregular patterns arise in large-scale simulations of materials and molecules. Despite recent efforts to...

Meng Wan, Hao Du, Jue Wang et al. · 3 citations

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