Xin Tao

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Meng Luo (1)Yicheng Liu (1)Yuanxing Zhang (1)Pengfei Wan (1)

Papers (1)

Sep 10, 2026

Affiliation:1w ago

From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

This work proposes Vid-PRE (Video Prompt Reasoner and Enhancer), a model-agnostic prompt rewriter that offloads the cognitive burden of reasoning to a dedicated VLM, and introduces VWG-Bench, a comprehensive benchmark spanning 9 reasoning dimensions and 38 fine-grained tasks.

Meng Luo, Yicheng Liu, Yuanxing Zhang +4

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Xin Tao

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)