IEEE

A Community Detection Method to Counter the Semantic Noise of Complex Networks: Bridging a Topology and Semantic Subspace Transformation

Abstract: Community detection of complex networks helps understand the network’s composition and explores the behavior characteristics among users. The methods based on nonnegative matrix ...
GitHub

Light Video Generation Inference Framework

LightX2V H100 8 GPUs + no cfg 0.39s/it 1.9x LightX2V 4090D 8 GPUs + cfg 4.75s/it 1x LightX2V 4090D 8 GPUs + no cfg 3.13s/it 1.5x ...
Frontiers

Optimizing avian flight dynamics with a synergetic bio-inspired and machine learning approach

This study presents a composite numerical and machine learning framework to enhance the aerodynamic performance of a bio-inspired flapping wing. The wing kinematics were extracted from biological ...
IEEE

A Two-Way Survey of Intrinsically Interpretable Deep Learning for Tabular Data: Bridging Methods and Systems

Abstract: The interpretability crisis in Artificial Intelligence (AI) has intensified with the widespread adoption of complex closed box models in critical domains such as healthcare, finance, and ...