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Ang Li | Lattice

Ang Li

Papers on Lattice

1

Total citations

0

Topics

3

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6

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Natural Language Processing (1)

Frequent co-authors

Shwai He (1)Guoheng Sun (1)Haichao Zhang (1)Yun Fu (1)

Papers (1)

Mar 25, 2026

Mar 25, 2026·also Northeastern

Demystifying When Pruning Works via Representation Hierarchies

Pruning's Achilles heel in generative LMs isn't the hidden representations, but the surprisingly fragile logit-to-probability transformation.

Shwai He, Guoheng Sun, Haichao Zhang +2

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Natural Language Processing