Jiahua Dong

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Publication activitypapers/week, last 8 weeks

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

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Qi Lyu (1)Baicheng Liu (1)Xudong Wang (1)Mingfei Han (1)

Papers (1)

Jul 2, 2026

Qi Lyu +91w ago

SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models

Binarization methods that ignore weight significance can lead to substantial performance losses, but SAB-LVLM optimizes this process, achieving superior efficiency without sacrificing accuracy.

Qi Lyu, Jiahua Dong, Baicheng Liu +7

Inference & Quantization Multimodal Models Training Efficiency & Optimization

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Jiahua Dong

Publication activitypapers/week, last 8 weeks

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Frequent co-authors

Papers (1)