Huiqi Deng

5

Papers

33

Total Citations

Papers (5)

Explaining Generalization Power of a DNN Using Interactive Concepts

HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing

Defining and Quantifying the Emergence of Sparse Concepts in DNNs

Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities