Zelin Xu 徐则林

Department of CISE, University of Florida

prof_pic.jpg

6200 Malachowsky Hall,

1889 Museum Road

Gainesville, Florida 32611

I am a 3rd year Ph.D. student in Computer Science at the University of Florida, advised by Dr. Zhe Jiang. Before this, I received my B.Eng. degree in Software Engineering from Shandong University in 2022, under the supervision of Dr. Meng Chen.

My research interest lies in deep learning, multimodal foundation models, deep generative models, and AI for Earth Sciences. My work earned the Best Paper Award at ACM SIGSPATIAL 2023 and the Blue Sky Best Paper Award Runner-Up at SDM 2024.

I’m always excited to explore collaborative opportunities - feel free to reach out!

News

Dec 19, 2024 One paper accepted at IPDPS 2025.
Dec 9, 2024 One paper accepted at AAAI 2025.
Oct 23, 2024 One paper accepted by ACM TSAS.
Apr 22, 2024 Our paper received the Blue Sky Track Best Paper Award Runner-Up at SDM 2024!
Dec 18, 2023 One paper accepted at SDM 2024 Blue Sky Vision Track.
Dec 9, 2023 One paper accepted at AAAI 2024.
Nov 15, 2023 My 1st-author paper won the SIGSPATIAL 2023 Best Paper Award !!!
Oct 27, 2023 One paper accepted at NeurIPS 2023 AI for Science Workshop.
Sep 21, 2023 One paper accepted at NeurIPS 2023.
Sep 8, 2023 My first paper was accepted at SIGSPATIAL 2023.
Aug 24, 2022 My Ph.D. journey at the University of Florida has officially begun!

Selected Publications

  1. IPDPS 25
    Accelerate Coastal Ocean Circulation Model with AI Surrogate
    Zelin Xu, Jie Ren, Yupu Zhang, Jose Maria Gonzalez Ondina, Maitane Olabarrieta, Tingsong Xiao, Wenchong He, Zibo Liu, Shigang Chen, Kaleb Smith, and Zhe Jiang
    In IPDPS, 2025
  2. SDM 24
    Foundation Models for Spatiotemporal Tasks in the Physical World
    Zhe Jiang, Yu Wang, and Zelin Xu
    In SDM, 2024
  3. AAAI 24
    Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
    Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, and Yang Zhou
    In AAAI, 2024
  4. SIGSPATIAL 23
    Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery
    Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, and Zhe Jiang
    In SIGSPATIAL, 2023