الباحثون

Haozhe Hu

المنشورات 1

نسخة أولية وصول مفتوح

MWOP: Modality-aware Width-wise Operation Pruning for Efficient MLLMs

Xudong Wang, Hao Wu, Haozhe Hu وآخرون · 2026

Multimodal large language models (MLLMs) incur substantial inference costs when processing long visual-textual sequences. While existing operation compression methods exploit modality-level redundancy, they largely treat computation within attention heads and shared feed-forward network (FFN) channels as unified units, …

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