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Xinyue Annie Yang | Lattice

Xinyue Annie Yang

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Julian Skifstad (1)Glen Chou (1)

Papers (1)

Apr 21, 2026

Julian Skifstad +2Apr 21, 2026

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

LLMs are surprisingly linear, enabling precise, closed-loop control of behavior via model-based linear optimal control of activations.

Julian Skifstad, Xinyue Annie Yang, Glen Chou

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Natural Language Processing