State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing University, Chongqing 400044, China School of Resources and Safety engineering, Chongqing University, Chongqing 400044, China ...

Radiotherapy is used to treat more than half of all cancer patients, either alone or in combination with other treatments like surgery, chemotherapy, or immunotherapy. It works by directing ...

Abstract: Efficient representation of sparse matrices is critical for reducing memory usage and improving performance in hardware-accelerated computing systems. This letter presents memory-efficient ...

Abstract: Binary Sparse Matrix-Vector Multiplication (SpMV) is a heavy computational kernel in weblink analysis, integer factorization, compressed sensing, spectral graph theory, and other domains.

Although there have been numerous efforts to compress model sizes and reduce inference computation, applying existing compression techniques to large scale models still has many challenges in practice ...

Non-negative matrix factorization, which decomposes the input non-negative matrix into product of two non-negative matrices, has been widely used in the neuroimaging field due to its flexible ...