"mixture-of-experts architectures" Papers

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Ada-K Routing: Boosting the Efficiency of MoE-based LLMs

Zijia Zhao, Longteng Guo, Jie Cheng et al.

ICLR 2025arXiv:2410.10456
8
citations

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training

Mengru Wang, Xingyu Chen, Yue Wang et al.

NEURIPS 2025arXiv:2505.14681
10
citations

Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers

Xin Zhao, Xiaojun Chen, Bingshan Liu et al.

NEURIPS 2025arXiv:2510.13462