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Guancong Lin 林冠聪

Fudan University

I am an undergraduate student at the School of Artificial Intelligence, Sun Yat-sen University. I will join Fudan University as a master's student at the Collegio Conferenze Scientifiche ed Accademiche, advised by Prof. Siyu Zhu.

GL

About

My research interests include computer vision, diffusion large language models, and multimodal large language models. I am interested in building capable multimodal systems and understanding how visual perception, generative modeling, and language reasoning can be integrated effectively.

Education

Fudan University

Incoming Master's Student, Collegio Conferenze Scientifiche ed Accademiche

Advisor: Prof. Siyu Zhu

Incoming

Sun Yat-sen University

B.Eng. Undergraduate, School of Artificial Intelligence

2021-2025

Research Interests

Selected Publications

Datasets and benchmarks
FUSU multi-temporal urban change segmentation teaser
NeurIPS 2024

FUSU: A Multi-Temporal-Source Land Use Change Segmentation Dataset for Fine-Grained Urban Semantic Understanding

Shuai Yuan, Guancong Lin, Lixian Zhang, Runmin Dong, Jinxiao Zhang, Shuang Chen, Juepeng Zheng, Jie Wang, Haohuan Fu

Advances in Neural Information Processing Systems 37, Datasets and Benchmarks Track.

A multi-temporal-source land use change segmentation dataset designed for fine-grained urban semantic understanding from remote sensing imagery.