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Yiming Sun

Ph.D. Student
Computing Engineering,
University of Pittsburgh
YIS108@pitt.edu


About Me

I am currently pursuing my Ph.D. in Computer Engineering at the University of Pittsburgh, advised by Dr. Xiaowei Jia. Before embarking on my Ph.D. journey, I earned my honors bachelor’s degree in Computer Science and Technology from the University of Science and Technology of China in 2022.

News

[12/24] One paper on domain-adaptive continual meta-learning was accepted by SIAM International Conference on Data Mining (SDM) 2025!
[10/24] One paper on scaling tabular learning for LLMs was accepted by Table Representation Learning Workshop @ NeurIPS 2024!
[06/24] One paper on Online Transfer Learning received ICHI 2024 Best Paper Award (Analytics Track)!
[05/24] Starting a research internship at Microsoft Research Asia focused on tabular learning for Large Language Models!
[03/24] One paper on Online Transfer Learning was accepted by IEEE ICHI 2024!
[10/23] One survey paper on Heterogeneous Transfer Learning was on arXiv!

Publications and Projects

  1. Domain-Adaptive Continual Meta-Learning for Modeling Dynamical Systems: An Application in Environmental Ecosystems
    Yiming Sun, Runlong Yu, Runxue Bao, Yiqun Xie, Ye Ye, Xiaowei Jia
    SIAM International Conference on Data Mining (SDM), accepted, to be published.
  2. Scaling Generative Tabular Learning for Large Language Models
    Yiming Sun, Xumeng Wen, Shun Zheng, Xiaowei Jia, Jiang Bian
    NeurIPS 2024 Third Table Representation Learning Workshop.
    PDF
  3. Online Transfer Learning for RSV Case Detection
    Yiming Sun, Yuhe Gao, Runxue Bao, Gregory F Cooper, Jessi Espino, Harry Hochheiser, Marian G Michaels, John M Aronis, Ye Ye
    The 12th IEEE International Conference on Healthcare Informatics 2024 (Best Paper Award).
    PDF
  4. A Survey of Heterogeneous Transfer Learning
    Yiming Sun*, Runxue Bao*, Yuhe Gao, Jindong Wang, Qiang Yang, Haifeng Chen, Zhi-Hong Mao, Ye Ye
    arXiv, Oct 2023.
    PDF GitHub
  5. Score-based Graph Generative Model for Neutrino Events Classification and Reconstruction
    Yiming Sun*, Zixing Song*, Irwin King
    Machine Learning and the Physical Sciences Workshop at Workshop at NeurIPS 2021.
    PDF