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Chenggang Yan
Researcher at Hangzhou Dianzi University
Publications - 2
Citations - 69
Chenggang Yan is an academic researcher from Hangzhou Dianzi University. The author has contributed to research in topics: Matrix multiplication & Tucker decomposition. The author has an hindex of 2, co-authored 2 publications receiving 53 citations.
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Proceedings ArticleDOI
Optimizing sparse tensor times matrix on multi-core and many-core architectures
TL;DR: The optimized design and implementation of sparse tensor-times-dense matrix multiply (SpTTM) for CPU and GPU platforms is presented, which is a critical bottleneck in data analysis and mining applications based on tensor methods, such as the Tucker decomposition.
Journal ArticleDOI
Optimizing sparse tensor times matrix on GPUs
TL;DR: This work optimizes tensor-times-dense matrix multiply (Ttm) for general sparse and semi-sparse tensors on CPU and NVIDIA GPU platforms, and designs an in-place sequential SpTtm to avoid explicit data reorganizing between a tensor and a matrix in its conventional approach.