Rui Lin

Corresponding author

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Eval Frameworks & Benchmarks (1)Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)

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Songyu Xu (1)Xin Wang (1)Qiang Chen (1)Xinran Wang (1)

Papers (2)

Jul 15, 2026

Songyu Xu +81w ago·also Beijing Key Laboratory of Multimodal, BUPT, Corresponding author, NII

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation

VGIF-Score reveals that current video generation models struggle with complex instructions, providing a diagnostic lens to pinpoint where they succeed or fail.

Songyu Xu, Xin Wang, Qiang Chen +6

Eval Frameworks & Benchmarks Multimodal Models

May 27, 2026

Corresponding authorMay 27, 2026·also BUPT

VidPrism: Heterogeneous Mixture of Experts for Image-to-Video Transfer

VLMs can achieve state-of-the-art video recognition by splitting temporal modeling experts into specialized roles for spatial understanding and motion processing.

Rui Lin, Chuanming Wang

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

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Rui Lin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)