Giuseppe Serra

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Structural Svms

Inductive Inference

Learning Problems

Top Venues

Publications

Giuseppe Serra, Mathias Niepert
L2XGNN: learning to explain graph neural networks. Mach. Learn. 113 (9) (2024)
Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. CoRR (2024)
Zhao Xu, Daniel Oñoro-Rubio, Giuseppe Serra, Mathias Niepert
Learning Sparsity of Representations with Discrete Latent Variables. CoRR (2023)
Giuseppe Serra, Mathias Niepert
Learning to Explain Graph Neural Networks. CoRR (2022)
Bhushan Kotnis, Kiril Gashteovski, Julia Gastinger, Giuseppe Serra, Francesco Alesiani, Timo Sztyler, Ammar Shaker, Na Gong, Carolin Lawrence, Zhao Xu
Human-Centric Research for NLP: Towards a Definition and Guiding Questions. CoRR (2022)
Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tiño, Xin Yao
Interpreting Node Embedding with Text-labeled Graphs. IJCNN (2021)
Zhao Xu, Daniel Oñoro-Rubio, Giuseppe Serra, Mathias Niepert
Learning Sparsity of Representations with Discrete Latent Variables. IJCNN (2021)