marktechpost

Google AI Introduces STATIC: A Sparse Matrix Framework Delivering 948x Faster Constrained Decoding for LLM Based Generative Retrieval

In industrial recommendation systems, the shift toward Generative Retrieval (GR) is replacing traditional embedding-based nearest neighbor search with Large Language Models (LLMs). These models ...
IEEE

Toward Realism: Sparse Matrix Statistics in the North American and Synthetic Electric Grid Models

Abstract: This letter uses sparse matrix statistics to highlight a structural gap between North American grid models and the synthetic cases commonly used in research. North American grids exhibit ...
IEEE

Matrix Reshaping for Reduced Sensing Cost and Improved Data Inference in Sparse Mobile Sensing Environments

Abstract: Mobile crowd sensing (MCS) has emerged as a promising sensing paradigm with the widespread adoption of smartphones. However, one of the key bottlenecks in MCS lies in the high sensing cost ...
GitHub

onnxruntime_pybind_sparse_tensor.cc

#include "core/framework/tensor_shape.h" #include "core/framework/tensor.h" #include "core/framework/sparse_tensor.h" #include "core/framework/allocator.h" #include ...