Souza, Amauri

6 publications

AISTATS 2023 Distill N’ Explain: Explaining Graph Neural Networks Using Simple Surrogates Tamara Pereira, Erik Nascimento, Lucas E. Resck, Diego Mesquita, Amauri Souza

NeurIPS 2023 Going Beyond Persistent Homology Using Persistent Homology Johanna Immonen, Amauri Souza, Vikas Garg

NeurIPS 2023 Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification Daolang Huang, Ayush Bharti, Amauri Souza, Luigi Acerbi, Samuel Kaski

NeurIPS 2022 Provably Expressive Temporal Graph Networks Amauri Souza, Diego Mesquita, Samuel Kaski, Vikas Garg

NeurIPS 2020 Rethinking Pooling in Graph Neural Networks Diego Mesquita, Amauri Souza, Samuel Kaski

ICML 2019 Simplifying Graph Convolutional Networks Felix Wu, Amauri Souza, Tianyi Zhang, Christopher Fifty, Tao Yu, Kilian Weinberger