Hunan Mijie Leading Education Technology Co., Ltd.: Python Core Library Upgrades Accelerate Data Science Development

Hunan Mijie Leading Education Technology Co., Ltd.: Python Core Library Upgrades Accelerate Data Science Development ...
eLife

Macroscopic Analyses of RNA-Seq Data to Reveal Chromatin Modifications in Aging and Disease

This valuable study analyzes aging-related chromatin changes through the lens of intra-chromosomal gene correlation length, which is a novel computational metric that captures spatial correlations in ...
IEEE

HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores

Abstract: Sparse Matrix-Matrix Multiplication (SpMM) is a fundamental operation in graph computing and analytics. However, the irregularity of real-world graphs poses significant challenges to ...
IEEE

Multi-Video Super-Resolution: Spatiotemporal Fusion for Sparse Camera Array

Abstract: A sparse camera array captures multiple images of a scene within the same spatial plane, enabling super-resolution reconstruction. However, existing methods often fail to fully exploit time ...
GitHub

Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores (EuroSys'25)

This repository contains the implementation of Samoyeds, an innovative acceleration system for MoE LLMs utilizing Sparse Tensor Cores (SpTCs). Our work has been published at EuroSys'25. Samoyeds is ...
GitHub

MPAX: Mathematical Programming in JAX

MPAX is a hardware-accelerated, differentiable, batchable, and distributable solver for mathematical programming in JAX, designed to integrate with modern computational and deep learning workflows: ...