Talks and Presentations

  1. [T10]
    Data Heterogeneity Analysis for Prediction and Decision [coming soon] Speakers: Peng Cui, Jiashuo Liu*, Bo Li Tutorial at SIAM International Conference on Data Mining 2024 (SDM24)
  2. [T9]
    Modeling & Exploiting Data Heterogeneity under Distribution Shifts [slides] [video] Speakers: Jiashuo Liu*, Tiffany (Tianhui) Cai, Peng Cui, Hongseok Namkoong Invited Panelists: Aditi Raghunathan, Sara Beery, Shalmali Joshi, Dominik Rothenhäusler NeurIPS 2023 Tutorial

    (Chinese institution for the first time at NeurIPS)

  3. [T8]
    Predictive Heterogeneity: Measures and Applications

    Lab of Artificial Intelligence, Zhejiang University, Mar. 15, 2023

  4. [T7]
    Measure the Predictive Heterogeneity [ppt][certificate]

    AI Time Youth PhD Talk-ICLR, Mar. 14, 2023 (Online)

  5. [T6]
    Distributionally Robust Optimization with Data Geometry [ppt][certificate]

    AI Time Youth PhD Talk-NeurIPS, Feb. 22, 2023 (Online)

  6. [T5]
    Data Heterogeneity and Invariance in Out-of-Distribution Generalization [ppt]

    Invited by Dr Chaochao Lu and Swarma Group, Feb. 18, 2023 (Online)

  7. [T4]
    Towards some Distributional Stability under Heterogeneous Data

    Beijing Academy of Artificial Intelligence (BAAI), Dec. 27, 2022 (Online)

  8. [T3]
    Mining the Data Heterogeneity for Out-of-Distribution Generalization [ppt]

    Lab of Artificial Intelligence, Zhejiang University, Sep. 1, 2022
    NUS-Tsinghua Extreme Search Center (NExT), June. 08, 2022 (Online)

  9. [T2]
    From Latent Heterogeneity to Out-of-Distribution Generalization [ppt]

    Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Nov. 26, 2021 (Online)
    Beijing Academy of Artificial Intelligence (BAAI), Nov. 5, 2021 (Online)

  10. [T1]
    Heterogeneous Risk Minimization [ppt]

    Lab of Artificial Intelligence, Zhejiang University, Oct. 18, 2021 (Online)