Felice Antonio Merra
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
10
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CIKM | SmaLLEXT: 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction. | Felice Antonio Merra, Kristian Skracic, Daniele Malitesta, Jacek Golebiowski, Pasquale Minervini |
| 2025 | ICML | Hyperband-based Bayesian Optimization for Black-box Prompt Selection. | Lennart Schneider, Martin Wistuba, Aaron Klein, Jacek Golebiowski, Giovanni Zappella, Felice Antonio Merra |
| 2025 | SIGIR | Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. | Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia |
| 2023 | WWW | Improving the Relevance of Product Search for Queries with Negations. | Felice Antonio Merra, Omar Zaidan, Fabricio de Sousa Nascimento |
| 2023 | SIGIR | Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries. | Felice Antonio Merra, Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Alberto Carlo Maria Mancino |
| 2022 | ECIR | Leveraging Content-Style Item Representation for Visual Recommendation. | Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra |
| 2022 | WWW | Search Filter Ranking with Language-Aware Label Embeddings. | Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann |
| 2021 | CIKM | A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders. | Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |
| 2021 | CVPR | A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems. | Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra |
| 2021 | FlAIRS | MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings. | Vito Walter Anelli, Alejandro Bellogn, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |
| 2021 | RecSys | V-Elliot: Design, Evaluate and Tune Visual Recommender Systems. | Vito Walter Anelli, Alejandro Bellogn, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia |
| 2021 | RecSys | The Idiosyncratic Effects of Adversarial Training on Bias in Personalized Recommendation Learning. | Vito Walter Anelli, Tommaso Di Noia, Felice Antonio Merra |
| 2021 | RecSys | Adversarial Attacks against Visual Recommendation: an Investigation on the Influence of Items' Popularity. | Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Daniele Malitesta, Felice Antonio Merra |
| 2021 | SIGIR | Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. | Vito Walter Anelli, Alejandro Bellogn, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia |
| 2021 | SIGIR | A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images. | Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra |
| 2020 | DSN | TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems. | Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra |
| 2020 | RecSys | Adversarial Learning for Recommendation: Applications for Security and Generative Tasks - Concept to Code. | Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |
| 2020 | SIGIR | How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models. | Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra |
| 2020 | WSDM | Adversarial Machine Learning in Recommender Systems (AML-RecSys). | Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |
| 2019 | RecSys | Assessing the Impact of a User-Item Collaborative Attack on Class of Users. | Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra |