Talks and Presentations
- [T10]Data Heterogeneity Analysis for Prediction and Decision
[coming soon] Tutorial at SIAM International Conference on Data Mining 2024 (SDM24) - [T9]Modeling & Exploiting Data Heterogeneity under Distribution Shifts
[slides] [video] NeurIPS 2023 Tutorial (Chinese institution for the first time at NeurIPS)
- [T8]Predictive Heterogeneity: Measures and Applications
Lab of Artificial Intelligence, Zhejiang University, Mar. 15, 2023
- [T7]Measure the Predictive Heterogeneity
[ppt][certificate] AI Time Youth PhD Talk-ICLR, Mar. 14, 2023 (Online)
- [T6]Distributionally Robust Optimization with Data Geometry
[ppt][certificate] AI Time Youth PhD Talk-NeurIPS, Feb. 22, 2023 (Online)
- [T5]Data Heterogeneity and Invariance in Out-of-Distribution Generalization
[ppt] Invited by Dr Chaochao Lu and Swarma Group, Feb. 18, 2023 (Online)
- [T4]Towards some Distributional Stability under Heterogeneous Data
Beijing Academy of Artificial Intelligence (BAAI), Dec. 27, 2022 (Online)
- [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) - [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) - [T1]Heterogeneous Risk Minimization
[ppt] Lab of Artificial Intelligence, Zhejiang University, Oct. 18, 2021 (Online)