Weiyu Huang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Pengle Zhang (1)Xiaolu Zhang (1)Jun Zhou (1)Jun Zhu (1)

Papers (1)

Mar 9, 2026

Weiyu Huang +51w ago

Deterministic Differentiable Structured Pruning for Large Language Models

Ditch the stochasticity: Deterministic pruning slashes LLM size with minimal performance loss, outperforming stochastic methods and accelerating inference.

Weiyu Huang, Pengle Zhang, Xiaolu Zhang +3

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

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Weiyu Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)