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cs.AI2026
Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models
Xinyan Jiang, Lin Zhang, Jiayi Zhang +4
Activation steering offers a promising approach to controlling the behavior of Large Language Models by directly manipulating their internal activations. However, most existing met…
cs.AI2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning
Lin Zhang, Lijie Hu, Di Wang
Transformer-based language models have achieved significant success; however, their internal mechanisms remain largely opaque due to the complexity of non-linear interactions and h…