Giuseppe Serra

According to our database, Giuseppe Serra authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

L2XGNN: learning to explain graph neural networks.

Giuseppe Serra, Mathias Niepert

Mach. Learn., September, 2024

An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews.

Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

Learning to Explain Graph Neural Networks.

Giuseppe Serra, Mathias Niepert

CoRR, 2022

Human-Centric Research for NLP: Towards a Definition and Guiding Questions.

Bhushan Kotnis, Kiril Gashteovski, Julia Gastinger, Giuseppe Serra, Francesco Alesiani, Timo Sztyler, Ammar Shaker, Na Gong, Carolin Lawrence, Zhao Xu

CoRR, 2022

2021

Learning Sparsity of Representations with Discrete Latent Variables.

Zhao Xu, Daniel Oñoro-Rubio, Giuseppe Serra, Mathias Niepert

Proceedings of the International Joint Conference on Neural Networks, 2021

Interpreting Node Embedding with Text-labeled Graphs.

Giuseppe Serra, Zhao Xu, Mathias Niepert, Carolin Lawrence, Peter Tiño, Xin Yao

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Hierarchical Adversarial Training for Multi-domain Adaptive Sentiment Analysis.

Zhao Xu, Lorenzo von Ritter, Giuseppe Serra

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020