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Wenhai Wang

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• ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs
• HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding
• LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment
• NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints