Publications

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

2026

  1. Arxiv
    Agentic Reasoning for Large Language Models
    Tianxin Wei*, Ting-Wei Li*, Zhining Liu*, Xuying Ning, and 7 more authors
    arXiv preprint arXiv:2601.12538, 2026
    arXiv Project
  2. ICLR
    Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs
    Ruizhong Qiu*, Ting-Wei Li*, Gaotang Li, and Hanghang Tong
    In International Conference on Learning Representations , 2026
    PDF
  3. ICLR
    Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
    Hyunsik Yoo, Ting-Wei Li, SeongKu Kang, Zhining Liu, and 3 more authors
    In International Conference on Learning Representations , 2026
    arXiv

2025

  1. SSRN
    A Survey of Data Attribution: Methods, Applications, and Evaluation in the Era of Generative AI
    Junwei Deng*, Yuzheng Hu*, Pingbang Hu*, Ting-Wei Li*, and 7 more authors
    2025
    PDF
  2. NeurIPS
    Graph Data Selection for Domain Adaptation: A Model-Free Approach
    Ting-Wei Li, Ruizhong Qiu, and Hanghang Tong
    Advances in Neural Information Processing Systems, 2025
    PDF Poster

2024

  1. NeurIPS
    dattri: A Library for Efficient Data Attribution
    Junwei Deng*, Ting-Wei Li*, Shiyuan Zhang, Shixuan Liu, and 6 more authors
    Advances in Neural Information Processing Systems, 2024
    PDF Code
  2. Arxiv
    Efficient Ensembles Improve Training Data Attribution
    Junwei Deng*, Ting-Wei Li*, Shichang Zhang, and Jiaqi Ma
    arXiv preprint arXiv:2405.17293, 2024
    arXiv

2023

  1. NeurIPS
    A Metadata-Driven Approach to Understand Graph Neural Networks
    Ting-Wei Li, Qiaozhu Mei, and Jiaqi Ma
    Advances in Neural Information Processing Systems, 2023
    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, Jin Huang, and 5 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, Yvonne-Anne Pignolet, and 2 more authors
    In Proceedings of the 30th ACM International Conference on Information & Knowledge Management , 2021
    PDF