Understanding Heterogeneous Machine Learning: Characterization, Generation and Comprehension

• Invited talk @ Clemson University, Feb 2024

Contrastive Learning: A Heterogeneous Perspective 

• Invited talk @ Virginia Tech, 2022

Generative Model for Static and Dynamic Graphs

• Invited talk @Tufts University, 2021

Lecheng Zheng, Jingrui He. Contrastive Learning: A Heterogeneous Perspective, SIAM: SIAM International Conference on Data Mining (SDM-2023), April 2023. [Website][PDF]

Dawei Zhou, Lecheng Zheng, Jingrui He. Exploring Rare Categories on Graphs: Representation, Inference, and Generalization, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI2020), January 2021, Online.[Website]