2 papers
cs.LG2026
Exploring Vision Neural Network Pruning via Screening Methodology
Mingyuan Wang, Yangzi Guo, Sida Liu +1
The remarkable performance of modern deep neural networks (DNNs) is largely driven by their massive scale, often comprising tens to hundreds of millions-or even billions-of paramet…
stat.ML2026
Joint Representation Learning and Clustering via Gradient-Based Manifold Optimization
Sida Liu, Yangzi Guo, Mingyuan Wang
Clustering and dimensionality reduction have been crucial topics in machine learning and computer vision. Clustering high-dimensional data has been challenging for a long time due…