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Jia-Jia Li

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Open access Sep 2026

Bullseye Hash: An Efficient Hash-Table for Sparse Tensor Contraction

Sparse tensor contraction (SpTC) is a critical operation in high-performance applications. However, the high dimensionality and inherent sparsity of tensors make the performance improvement of SpTC a fundamentally challenging problem. In this paper, we propose Bullseye Hash, a novel hash table designed to efficiently s...

Guo-Feng Feng, Ze-Cheng Li, Ming-Zhen Li et al. · 0 citations
Book Open access Sep 2026

From 2^N to N^2: Tree-Free Scalable Sparse Symmetric Tucker Decomposition

Symmetric sparse tensors arise naturally from multi-relational data, such as co-purchasing patterns, co-authorship networks, and temporal interaction data, and Tucker decomposition of such data extracts low-rank latent structure. The primary computational bottleneck is the Symmetric Sparse Tensor Times Same Matrix Chai...

Yongseok Soh, Shruti Shivakumar, Jia-Jia Li et al. · 0 citations

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