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Dung Viet Nguyen

2 accepted papers

2026

Activation Steering with a Feedback Controller

ICLR 2026poster

Controlling the behaviors of large language models (LLMs) is fundamental to their safety alignment and reliable deployment. However, existing steering methods are primarily driven by empirical insights and lack theoretical performance guarantees. In this work, we develop a control-theoretic foundati…

Cited by 0SourcecodeScholar
2026

Expert Merging in Sparse Mixture of Experts with Nash Bargaining

ICLR 2026poster

Existing expert merging strategies for Sparse Mixture of Experts (SMoE) typically rely on input-dependent or input-independent averaging of expert parameters, but often lack a principled weighting mechanism. In this work, we reinterpret expert merging through the lens of game theory, revealing coope…

Cited by 0SourcecodeScholar