| Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... The 44th International ACM SIGIR Conference on Research and Development in …, 2021 | 59 | 2021 |
| TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems T Di Noia, D Malitesta, FA Merra the 50th Annual IEEE/IFIP International Conference on Dependable Systems and …, 2020 | 40 | 2020 |
| A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images VW Anelli, Y Deldjoo, T Di Noia, D Malitesta, FA Merra The 44th International ACM SIGIR Conference on Research and Development in …, 2021 | 19 | 2021 |
| V-elliot: Design, evaluate and tune visual recommender systems VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Proceedings of the 15th ACM Conference on Recommender Systems, 768-771, 2021 | 12 | 2021 |
| A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems Y Deldjoo, T Di Noia, D Malitesta, FA Merra Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 10 | 2021 |
| Leveraging Content-Style Item Representation for Visual Recommendation Y Deldjoo, T Di Noia, D Malitesta, FA Merra The 44th European Conference on Information Retrieval (ECIR'22), 2022 | 7 | 2022 |
| Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders (short paper). VW Anelli, T Di Noia, D Malitesta, FA Merra DP@ AI* IA, 49-56, 2020 | 6 | 2020 |
| Adversarial Attacks against Visual Recommendation: an Investigation on the Influence of Items’ Popularity VW Anelli, T Di Noia, E Di Sciascio, D Malitesta, FA Merra The 2nd Workshop on Online Misinformation- and Harm-Aware Recommender …, 2021 | 3 | 2021 |
| Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario VW Anelli, Y Deldjoo, T Di Noia, D Malitesta 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2020 | 3 | 2020 |
| Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders VW Anelli, T Di Noia, D Malitesta, FA Merra WDCS@NeurIPS 2020, The 1st Workshop on Dataset Curation and Security co …, 2020 | 2 | 2020 |
| Auditing Consumer- and Producer-Fairness in Graph Collaborative Filtering VW Anelli, Y Deldjoo, T Di Noia, D Malitesta, V Paparella, C Pomo The 45th European Conference on Information Retrieval (ECIR'23), 2023 | 1 | 2023 |
| How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, A Ferrara, D Malitesta, ... 2nd Workshop on Multi-Objective Recommender Systems (RecSys'22), 2022 | 1 | 2022 |
| How to perform reproducible experiments in the ELLIOT recommendation framework: data processing, model selection, and performance evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... The 11th Italian Information Retrieval Workshop (IIR '21), 2021 | 1 | 2021 |
| An Empirical Study of DNNs Robustification Inefficacy in Protecting Visual Recommenders VW Anelli, T Di Noia, D Malitesta, FA Merra arXiv preprint arXiv:2010.00984, 2020 | 1 | 2020 |
| An Out-of-the-Box Application for Reproducible Graph Collaborative Filtering extending the Elliot Framework D Malitesta, C Pomo, VW Anelli, T Di Noia, A Ferrara The 31st ACM Conference on User Modeling, Adaptation and Personalization …, 2023 | | 2023 |
| Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, A Ferrara, D Malitesta, ... Workshop on Deep Learning for Search and Recommendation (CIKM'22), 2022 | | 2022 |
| Adversarial Attacks against Visually-aware Fashion Outfit Recommender Systems M Attimonelli, G Amatulli, L Di Gioia, D Malitesta, Y Deldjoo, T Di Noia 4th Workshop on Recommender Systems in Fashion (RecSys'22), 2022 | | 2022 |
| The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... 30th Symposium on Advanced Database System, 2022 | | 2022 |
| V-Elliot: Speeding up Visual Recommendation via a GPU-powered Data Input Pipeline VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... NVIDIA GTC 2022, 2022 | | 2022 |
| How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation A Vito Walter, A Bellogin Kouki, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Italian Information Retrieval Workshop, 2021 | | 2021 |
Tommaso Di NoiaFull Professor, Polytechnic University of BariΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα poliba.it
