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

Author

Sheng-Bai Luo

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Open access Sep 2026

ADEM: Accelerating Sparse Matrix Multiplication with Adaptive Dataflow and Efficient Merging

This work proposes the segmented fiber tree (SFT) data structure, which extends the conventional fiber tree through further partitioning to better support the dataflow paradigm while enhancing data reuse, and decouples the multiplication and merging phases.

Sheng-Bai Luo, Sheng Ma, Bo Wang et al. · 0 citations
Open access Jul 2026

LLMSGHD: Co-Designing Large Language Model Software and Hardware for Efficient Inference

A hardware evaluation platform called LLMSGHD (Large Language Model Software-Guided Hardware Design), which focuses on operator-level optimized LLM inference workloads and integrates advanced software optimization techniques to offer more insightful analysis for hardware design.

Qing-Shan Xue, Sheng Ma, Rui Xu et al. · 0 citations

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