Mingluo Su

Westlake University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Inference & Quantization (1)Training Efficiency & Optimization (1)

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Qi-Tong Wang (1)Xin-Wei Niu (1)Min Su (1)Shan-Wei Zhao (1)Shi-Ai Zhu (1)Huan Wang (1)

Papers (1)

Oct 8, 2026

Qi-Tong Wang +66d ago·also Westlake

SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference

Pruning LLMs for decoding speedup is significantly improved by calibrating sparsity with actual generation activations, not just static text, and optimizing SpMV kernels.

Qi-Tong Wang, Xin-Wei Niu, Mingluo Su +4

Inference & Quantization Training Efficiency & Optimization

Mingluo Su

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Mingluo Su

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)