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Xiaotong Huang | Lattice

Xiaotong Huang

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Scalable Oversight & Alignment Theory (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Jinghan Wang (1)Yanjun Chen (1)Tianchen Liu (1)Gaoliang Peng (1)

Papers (1)

Jun 25, 2026

Jinghan Wang +42w ago

Cascaded Multi-Granularity Pruning for On-Device LLM Inference in Industrial IoT

Achieving 13.8x compression on LLMs while improving accuracy by 3.70 percentage points could redefine on-device inference for IIoT applications.

Jinghan Wang, Yanjun Chen, Xiaotong Huang +2

Inference & Quantization Scalable Oversight & Alignment Theory Scaling Laws & Emergent Abilities