25 citations · 132 across the 68 of their papers we have counts for
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cs.AI2025
The Blessing and Curse of Dimensionality in Safety Alignment
Rachel S. Y. Teo, Laziz U. Abdullaev, Tan M. Nguyen
The focus on safety alignment in large language models (LLMs) has increased significantly due to their widespread adoption across different domains. The scale of LLMs play a contri…
cs.AI2024
PIDformer: Transformer Meets Control Theory
Tam Nguyen, César A. Uribe, Tan M. Nguyen +1
In this work, we address two main shortcomings of transformer architectures: input corruption and rank collapse in their output representation. We unveil self-attention as an auton…