2 papers
cs.CL2025
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models
Yiran Luo, Het Patel, Yu Fu +4
Recent research has shown that pruning large-scale language models for inference is an effective approach to improving model efficiency, significantly reducing model weights with m…
cs.LG2025
ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks
Yiran Luo, Evangelos E. Papalexakis
Determining clustering tendency in datasets is a fundamental but challenging task, especially in noisy or high-dimensional settings where traditional methods, such as the Hopkins S…