Lincoln Spencer

I am a third-year undergraduate Computer Science student at the University of Central Florida, where I work with Dr. Chen Chen at the UCF Institute of Artificial Intelligence. My current research interests are in Multimodal AI, AI for Healthcare, Video Understanding, and Vision–Language Models.

Lincoln Spencer Profile

News & Updates

  • Oct 2025

    SciVideoBench has been selected as the Best Benchmark Paper at the ICCV 2025 KnowledgeMR Workshop! [Certificate]

  • Feb 2025

    Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level has been accepted to CVPR25 [Project Page]

Selected Publications

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models

Andong Deng, Taojiannan Yang, Shoubin Yu, Lincoln Spencer, Mohit Bansal, Chen Chen, Serena Yeung-Levy and Xiaohan Wang

ICCV 2025 KnowledgeMR Workshop (Best Benchmark Paper)

Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level

Andong Deng, Tongjia Chen, Shoubin Yu, Taojiannan Yang, Lincoln Spencer, Yapeng Tian, Ajmal Saeed Mian, Mohit Bansal and Chen Chen

CVPR 2025