2022 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Di Sciascio Eugenio, Ferrara Antonio, Malitesta Daniele, Pomo Claudio

Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews
Workshop Deep Learning for Search and Recommendation

2022 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Di Sciascio Eugenio, Ferrara Antonio, Malitesta Daniele, Pomo Claudio

How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering
MORS 2022: The Second Workshop on Multi-Objective Recommender Systems

2021 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Malitesta Daniele, Merra Felice Antonio

A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

2021 - Deldjoo Yashar, Di Noia Tommaso, Malitesta Daniele, Merra Felice Antonio

A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

2022 - Anelli Vito Walter, Bellogin Alejandro , Ferrara Antonio, Malitesta Daniele, Merra Felice Antonio, Pomo Claudio, Donini Francesco M., Di Noia Tommaso

V-Elliot: Speeding up Visual Recommendation via a GPU-powered Data Input Pipeline
NVIDIA GTC 2022

2022 - Deldjoo Yashar, Di Noia Tommaso, Malitesta Daniele, Merra Felice Antonio

Leveraging Content-Style Item Representation for Visual Recommendation
44th European Conference on Information Retrieval

2021 - Anelli Vito Walter, Bellogin Alejandro , Ferrara Antonio, Malitesta Daniele, Merra Felice Antonio, Pomo Claudio, Donini Francesco M., Di Noia Tommaso

V-Elliot: Design, Evaluate and Tune Visual Recommender Systems
RecSys 21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 2021

2021 - Anelli Vito Walter, Bellogin Alejandro , Ferrara Antonio, Malitesta Daniele, Merra Felice Antonio, Pomo Claudio, Donini Francesco M., Di Sciascio Eugenio, Di Noia Tommaso

How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation
11th Italian Information Retrieval Workshop 2021, Bari, Italy, 2021

2021 - Anelli Vito Walter, Bellogin Alejandro , Ferrara Antonio, Malitesta Daniele, Merra Felice Antonio, Pomo Claudio, Donini Francesco M., Di Noia Tommaso

Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, 2021

2020 - Anelli Vito Walter, Di Noia Tommaso, Malitesta Daniele, Merra Felice Antonio

Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders
Adversarial Machine Learning, Recommender Systems, Deep LearningThe 1st Workshop on Dataset Curation and Security co-located with the 34th Conference on Neural InformationProcessing Systems (NeurIPS 2020), Vancouver, Canada (Virtual Event).

2020 - Anelli Vito Walter, Deldjoo Yashar, Di Noia Tommaso, Malitesta Daniele

Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario
Proceedings of the IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2020)

2020 - Di Noia Tommaso, Malitesta Daniele, Merra Felice Antonio

TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems
Adversarial Machine Learning, Recommender SystemsThe 3rd International Workshop on Dependable and Secure Machine Learning – DSML 2020 Co-located with the 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020)