الباحثون

Hailing Wang

المنشورات 2

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MASKerade: Token-Routed Mask Experts for Dense-to-MoE Upcycling

Mingyuan Zhang, Yue Bai, Zhongruo Wang وآخرون · 2026

Sparsely activated Mixture-of-Experts (MoE) models increase model capacity without a proportional increase in per-token computation. Dense-to-MoE upcycling reuses pretrained dense models to construct such systems, commonly by copying feed-forward networks (FFNs) into independently trained experts. We introduce MASKerad …

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RACER: Reflective Agent Coupling Query Interpretation and Tool-Based Retrieval for Frame Selection in Long Video Understanding

Yiyang Huang, Yitian Zhang, Yizhou Wang وآخرون · 2026

Video large language models (Vid-LLMs) excel at diverse video-language tasks by reasoning over selected frames. However, frame selection for long videos remains challenging, as it requires retrieving relevant frames distributed across segments from a large candidate pool given complex queries. This paper investigates d …

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