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Seong-hun Kim | Lattice

Seong-hun Kim

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

Minkyu Kim (1)Vincent-Daniel Yun (1)Youngrae Kim (1)Y. Heo (1)

Papers (1)

Apr 27, 2026

Minkyu Kim +73w ago

Rethinking Layer Redundancy in Large Language Models: Calibration Objectives and Search for Depth Pruning

The secret to effectively pruning LLMs might not be *how* you search for redundant layers, but *what* you're optimizing for.

Minkyu Kim, Vincent-Daniel Yun, Youngrae Kim +5

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

Woosang Lim (1)