Publications

since 2001

Publications in 2020

Adversarial Learning for Recommendation: Applications for Security and Generative Tasks - Concept to Code. AML-RS_RecSys2020.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
The 14th ACM Conference on Recommender Systems, September 21--26, 2020, Virtual Event, Brazil - September 2020


Adversarial Machine Learning in Recommender Systems (AML-RecSys). WSDM2020_AdversarialMachineLearning.pdf

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
WSDM'20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020 - 2020



Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario. IEEE_EAIS_2020_paper_70_ADDM20.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta
Proceedings of the IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2020) - may 2020


How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models. SIGIR_2020___FULL___ATTACK_RecSys___CamreaReady.pdf

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Eugenio Di Sciascio
Proc. of ACM SIGIR 2020 - 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval - 2020


Knowledge-enhanced Shilling Attacks for recommendation. SEBD2020___Knowledge_enhanced_Shilling_Attacks_for_recommendation.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio
The 28th Italian Symposium on Advanced Database Systems (SEBD 2020), Villasimius (CA), Italy, June 21-24, 2020 - 2020



Recommender Systems Leveraging Multimedia Content.

Yashar Deldjoo, Markus Schedl , Paolo Cremonesi, Gabriella Pasi
ACM Computing Surveys - July 2020



Publications in 2019

Assessing the Impact of a User-Item Collaborative Attack on Class of Users.

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
In Proceedings of the 13th ACM RecSys Workshop on Impact of Recommender Systems, (ImpactRS@RecSys'19) - 2019


Recommender Systems Fairness Evaluation via Generalized Cross Entropy. 2019_Anelli_RMSE-RECSYS2019.pdf

Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogin, Tommaso Di Noia
In Proceedings of the 13th ACM RecSys Workshop on Recommendation in Multistakeholder Environments (RMSE@RecSys'19) - September 2019


Towards Effective Device-Aware Federated Learning. 2019_Anelli_AIIA2019.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
In Proceedings of the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019) - November 2019


SisInf Lab - Information Systems Laboratory

Research group of Politecnico di Bari
Edoardo Orabona St, 4 Bari, Italy