About

Hello, I am Fudong Lin, a third-year Ph.D. student in the Department of Computer & Information Sciences at University of Delaware, advised by Dr. Xu Yuan. I received my bachelor’s degree from Shandong University, China, in 2016. From 2016 to 2020, I worked in the industry developing Cloud Computing and Internet of Things (IoT) applications. My research interests lie in deep learning, computer vision, and AI for Science, including deep learning security, long-tailed recognition, and climate change-related applications (e.g., storm prediction, crop yield prediction, etc.).

Education

  • Ph.D. student in Computer Science, present

    University of Delaware, Newark, DE

  • M.S. in Computer Science, 2023.05

    University of Louisiana at Lafayette, Lafayette, LA

  • B.S. in Software Engineering, 2016.06

    Shandong University, Jinan, China

Publications

2023

4. Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew M Gholson, Nicolas Quintana Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy Bayoumi, Nian-Feng Tzeng. “MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer”. In ICCV 2023. [PDF] [Code] [Dataset] [Poster]

3. Fudong Lin, Xu Yuan, Yihe Zhang, Li Chen, Purushottam Sigdel, Lu Peng, Nian-Feng Tzeng. “Comprehensive Transformer-based Model Architecture for Real-World Storm Prediction”. In ECML-PKDD 2023. [PDF] [Slides] [Poster]

2022

2. Fudong Lin, Xu Yuan, Lu Peng, and Nian-Feng Tzeng. “Cascade Variational Auto-Encoder for Hierarchical Disentanglement”. In CIKM 2022. [PDF] [Slides]

2021

1. Yi He, Fudong Lin, Xu Yuan, and Nian-Feng Tzeng. “Interpretable Minority Synthesis for Imbalanced Classification”. In IJCAI 2021. [PDF] [Code]

Patents

  • Mengjie Wang and Fudong Lin. 2020. “Video playing method, terminal, and computer readable storage medium”. CN 108024144 A, filed November 28, 2017, and issued July 10, 2020. [PDF]

Academic Services

Reviewer

Honors and Awards

  • 2022 Academic Excellence Award, issued by University of Louisiana at Lafayette
  • 2023 Academic Excellence Award, issued by University of Louisiana at Lafayette

Contact

Office: Smith Hall, 18 Amstel Ave, Newark, DE 19716

Email: fudong at udel.edu