Zelin Xu 徐则林

Department of CISE, University of Florida

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E355 CSE,

432 Newell Drive

Gainesville, Florida 32611

I am a second-year Ph.D. student in Computer Science at the University of Florida, supervised 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 focuses on data mining and machine learning, with a specialized interest in spatiotemporal data in Earth Sciences. Additionally, I’m interested in AI for healthcare and drug discovery. I am always open to collaborative opportunities, please don’t hesitate to reach out to me.

News

Dec 18, 2023 One paper was accepted by SDM 2024 Blue Sky Vision Track.
Dec 9, 2023 My 1st-author paper got accepted by Special Track on AI for Social Impact of AAAI 24.
Nov 15, 2023 My 1st-author paper won the SIGSPATIAL 2023 Best Paper Award !!!
Oct 27, 2023 One paper got accepted by NeurIPS AI for Science Workshop.
Sep 21, 2023 I have a co-authored paper accepted by NeurIPS 2023. See you in New Orleans!
Sep 8, 2023 My 1st-author paper got accepted by SIGSPATIAL 2023.
Aug 24, 2022 My Ph.D. journey at the University of Florida has officially begun!

Recent Publications

  1. SDM 24
    Foundation Models for Spatiotemporal Tasks in the Physical World
    Zhe Jiang, Yu Wang, and Zelin Xu
    In SDM, 2024
  2. 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
  3. NeurIPS 23
    A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
    Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, Miles Medina, and Christine Angelini
    In NeurIPS, 2023
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  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
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