Author

Wang-Dong Yang

2 papers indexed here

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Preprint Oct 2026

FlashT2S: GPU-Accelerated Tensor-to-Spike Conversion Operators for Heterogeneous Neuromorphic LLM Backends

Artificial intelligence faces two growing challenges: computational bottlenecks and energy inefficiency inherent to the von Neumann architecture. Neuromorphic computing offers a promising alternative, yet its immature ecosystem still relies on conventional systems for data supply, requiring efficient conversion between...

Rong-Yuan Guo, Hao-Tian Wang, Yu-Feng Zhang et al. · 0 citations

Nov 2026

SSpMV: A Sparsity-Aware Framework for Adaptive Sparse Matrix–Vector Multiplication

Sparse Matrix-Vector Multiplication (SpMV) is a fundamental sparse kernel in both scientific computing and artificial intelligence. However, the performance of existing SpMV algorithms is highly sensitive to diverse sparsity patterns, necessitating an adaptive framework that can effectively extract matrix structures an...

Guoqing Xiao, Shi-Jie Zhao, Qin Du et al. · IEEE transactions on compute... · 0 citations