Publications

publications by categories in reversed chronological order. (* Equal Contribution)

2025

  1. NeurIPS
    dattri: A Library for Efficient Data Attribution
    Junwei Deng*, Ting-Wei Li*, Shiyuan Zhang, and 7 more authors
    Advances in Neural Information Processing Systems, 2025
    PDF Code

2024

  1. arxiv
    Efficient Ensembles Improve Training Data Attribution
    Junwei Deng*, Ting-Wei Li*, Shichang Zhang, and 1 more author
    arXiv preprint arXiv:2405.17293, 2024
    arXiv
  2. NeurIPS
    A Metadata-Driven Approach to Understand Graph Neural Networks
    Ting-Wei Li, Qiaozhu Mei, and Jiaqi Ma
    Advances in Neural Information Processing Systems, 2024
    PDF Code Poster

2022

  1. LoG
    Graph learning indexer: A contributor-friendly and metadata-rich platform for graph learning benchmarks
    Jiaqi Ma, Xingjian Zhang, Hezheng Fan, and 6 more authors
    In Learning on Graphs Conference , 2022
    PDF Code Video

2021

  1. CIKM
    On Influencing the Influential: Disparity Seeding
    Ya-Wen Teng, Hsi-Wen Chen, De-Nian Yang, and 3 more authors
    In Proceedings of the 30th ACM International Conference on Information & Knowledge Management , 2021
    PDF