2 papers
cs.LG2026
Visualizing LLM Latent Space Geometry Through Dimensionality Reduction
Alex Ning, Vainateya Rangaraju, Yen-Ling Kuo
Large language models (LLMs) achieve state-of-the-art results across many natural language tasks, but their internal mechanisms remain difficult to interpret. In this work, we extr…
cs.LG2025
Change-of-Basis Pruning via Rotational Invariance
Alex Ning, Vainateya Rangaraju
Structured pruning removes entire neurons or channels, but its effectiveness depends on how importance is distributed across the representation space. Change-of-basis (CoB) pruning…