Davide Buffelli

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Human Activity Recognition

Graph Representation

Top Venues

Publications

Dobrik Georgiev, Pietro Liò, Davide Buffelli
The Deep Equilibrium Algorithmic Reasoner. CoRR (2024)
Davide Buffelli, Efthymia Tsamoura
Scalable Theory-Driven Regularization of Scene Graph Generation Models. AAAI (2023)
Davide Buffelli, Ashish Gupta, Agnieszka Strzalka, Vassilis Plachouras
Is Meta-Learning the Right Approach for the Cold-Start Problem in Recommender Systems? CoRR (2023)
Davide Buffelli, Fabio Vandin
Graph Representation Learning for Multi-Task Settings: a Meta-Learning Approach. CoRR (2022)
Davide Buffelli, Fabio Vandin
Graph Representation Learning for Multi-Task Settings: a Meta-Learning Approach. IJCNN (2022)
Davide Buffelli, Efthymia Tsamoura
Scalable Regularization of Scene Graph Generation Models using Symbolic Theories. CoRR (2022)
Davide Buffelli, Pietro Lió, Fabio Vandin
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks. NeurIPS (2022)
Davide Buffelli, Fabio Vandin
The Impact of Global Structural Information in Graph Neural Networks Applications. Data 7 (1) (2022)
Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli, Pietro Liò
Extending Logic Explained Networks to Text Classification. EMNLP (2022)
Rishabh Jain, Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Davide Buffelli, Pietro Liò
Extending Logic Explained Networks to Text Classification. CoRR (2022)
Davide Buffelli, Pietro Liò, Fabio Vandin
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks. CoRR (2022)
Davide Buffelli, Fabio Vandin
A Meta-Learning Approach for Graph Representation Learning in Multi-Task Settings. CoRR (2020)
Davide Buffelli, Fabio Vandin
Are Graph Convolutional Networks Fully Exploiting Graph Structure? CoRR (2020)
Davide Buffelli, Fabio Vandin
Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation. CoRR (2020)