Author

Shitao Weng

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Preprint Aug 2026

Meta-Learning Where to Allocate Experts: Task-Conditioned Layer-Wise Compression for MoEs

MetaNet is proposed, a support-set controller that predicts, for each layer, an expert-retention threshold and a bounded routing bias and provides a tunable accuracy-expert-activation trade-off on DeepSeek-MoE-16B-Chat.

Rong-Feng Wang, Shitao Weng, Zhiquan Wang et al. · 0 citations