Vito Walter Anelli

153 papers A* 5A 30B 2C 2Misc 3Journal 52Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring Diversity, Novelty, and Popularity Bias in ChatGPT's Recommendations. CoRR Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2026	J	`jnl`	RUVA: Personalized Transparent On-Device Graph Reasoning. CoRR Gabriele Conte, Alessio Mattiace, Gianni Carmosino, Potito Aghilar, Giovanni Servedio, Francesco Musicco, Vito Walter Anelli, Tommaso Di Noia, Francesco Maria Donini
2026	J	`jnl`	The EpisTwin: A Knowledge Graph-Grounded Neuro-Symbolic Architecture for Personal AI. CoRR Giovanni Servedio, Potito Aghilar, Alessio Mattiace, Gianni Carmosino, Francesco Musicco, Gabriele Conte, Vito Walter Anelli, Tommaso Di Noia, Francesco Maria Donini
2026	J	`jnl`	WarpRec: Unifying Academic Rigor and Industrial Scale for Responsible, Reproducible, and Efficient Recommendation. CoRR Marco Avolio, Potito Aghilar, Sabino Roccotelli, Vito Walter Anelli, Chiara Mallamaci, Vincenzo Paparella, Marco Valentini, Alejandro Bellogín, Michelantonio Trizio, Joseph Trotta, Antonio Ferrara, Tommaso Di Noia
2025	A	`conf`	Adaptive User Modeling in Visual Merchandising: Balancing Brand Identity with Operational Efficiency. UMAP Potito Aghilar, Vito Walter Anelli, Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Sabino Roccotelli, Michelantonio Trizio
2025	—	`conf`	Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs. ACL (1) Giovanni Servedio, Alessandro De Bellis, Dario Di Palma, Vito Walter Anelli, Tommaso Di Noia
2025	J	`jnl`	Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs. CoRR Giovanni Servedio, Alessandro De Bellis, Dario Di Palma, Vito Walter Anelli, Tommaso Di Noia
2025	A	`conf`	Balancing Accuracy and Novelty with Sub-Item Popularity. RecSys Chiara Mallamaci, Aleksandr V. Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
2025	J	`jnl`	Balancing Accuracy and Novelty with Sub-Item Popularity. CoRR Chiara Mallamaci, Aleksandr Vladimirovich Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
2025	—	`conf`	Content-Based or Collaborative? Insights from Inter-List Similarity Analysis of ChatGPT Recommendations. UMAP (Adjunct Publication) Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	A*	`conf`	Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. SIGIR Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M. CoRR Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	—	`conf`	LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing. ACL (1) Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	J	`jnl`	LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing. CoRR Dario Di Palma, Alessandro De Bellis, Giovanni Servedio, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia
2025	A	`conf`	Legal but Unfair: Auditing the Impact of Data Minimization on Fairness and Accuracy Trade-off in Recommender Systems. UMAP Salvatore Bufi, Vincenzo Paparella, Vito Walter Anelli, Tommaso Di Noia
2025	—	`conf`	Less Data, More Questions: Fairness and Accuracy Under Data Minimization in Recommender Systems. IIR Salvatore Bufi, Vincenzo Paparella, Vito Walter Anelli, Tommaso Di Noia
2025	J	`jnl`	On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective. CoRR Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Alejandro Bellogín, Tommaso Di Noia
2025	—	`conf`	Semantic Containment in MLMs: A Prompt-Based Approach. SEBD Vito Walter Anelli, Alessandro De Bellis, Tommaso Di Noia, Eugenio Di Sciascio
2025	J	`jnl`	Training-Free Consistency Pipeline for Fashion Repose. CoRR Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio, Tommaso Di Noia
2025	J	`jnl`	Training-free, Identity-preserving Image Editing for Fashion Pose Alignment and Normalization. Expert Syst. Appl. Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio, Eugenio Di Sciascio, Tommaso Di Noia
2025	A*	`conf`	Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models. EMNLP Alessandro De Bellis, Salvatore Bufi, Giovanni Servedio, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
2025	J	`jnl`	Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models. CoRR Alessandro De Bellis, Salvatore Bufi, Giovanni Servedio, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
2024	A	`conf`	A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph. RecSys Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2024	J	`jnl`	A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph. CoRR Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2024	—	`conf`	Beyond Words: Can ChatGPT Support State-of-the-Art Recommender Systems? IIR Dario Di Palma, Giovanni Servedio, Vito Walter Anelli, Giovanni Maria Biancofiore, Fedelucio Narducci, Leonarda Carnimeo, Tommaso Di Noia
2024	—	`conf`	DIVAN: Deep-Interest Virality-Aware Network to Exploit Temporal Dynamics in News Recommendation. RecSys Challenge Antonio Ferrara, Marco Valentini, Paolo Masciullo, Antonio De Candia, Davide Abbattista, Riccardo Fusco, Claudio Pomo, Vito Walter Anelli, Giovanni Maria Biancofiore, Ludovico Boratto, Fedelucio Narducci
2024	—	`conf`	Empowering Shilling Attacks with Katz and Exclusivity-based Relatedness. KaRS@RecSys Felice Antonio Merra, Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio
2024	A	`conf`	Enhancing Sequential Music Recommendation with Personalized Popularity Awareness. RecSys Davide Abbattista, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald, Aleksandr Vladimirovich Petrov
2024	J	`jnl`	Enhancing Sequential Music Recommendation with Personalized Popularity Awareness. CoRR Davide Abbattista, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald, Aleksandr Vladimirovich Petrov
2024	—	`conf`	PRONTO: Prompt-Based Detection of Semantic Containment Patterns in MLMs. ISWC (2) Alessandro De Bellis, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
2024	J	`jnl`	Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends. User Model. User Adapt. Interact. Vito Walter Anelli, Li Chen, Gerard de Melo, Julian J. McAuley, Fedelucio Narducci, Azzurra Ragone
2024	—	`ed.`	Proceedings of the Sixth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), Bari, Italy, October 18th, 2024. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2024	J	`jnl`	Scalable Cloud-Native Pipeline for Efficient 3D Model Reconstruction from Monocular Smartphone Images. CoRR Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio, Tommaso Di Noia
2024	A	`conf`	Sixth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2024	—	`conf`	Trustworthy User Modeling and Recommendation From Technical and Regulatory Perspectives. UMAP (Adjunct Publication) Markus Schedl, Vito Walter Anelli, Elisabeth Lex
2024	—	`conf`	Unveiling the Potential of Recommender Systems through Multi-Objective Metrics. IIR Vincenzo Paparella, Dario Di Palma, Vito Walter Anelli, Alessandro De Bellis, Tommaso Di Noia
2023	J	`jnl`	A Topology-aware Analysis of Graph Collaborative Filtering. CoRR Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Eugenio Di Sciascio, Tommaso Di Noia
2023	—	`conf`	An Out-of-the-Box Application for Reproducible Graph Collaborative Filtering extending the Elliot Framework. UMAP (Adjunct Publication) Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia, Antonio Ferrara
2023	—	`conf`	Auditing Consumer- and Producer-Fairness in Graph Collaborative Filtering. ECIR (1) Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Vincenzo Paparella, Claudio Pomo
2023	J	`jnl`	Auditing fairness under unawareness through counterfactual reasoning. Inf. Process. Manag. Giandomenico Cornacchia, Vito Walter Anelli, Giovanni Maria Biancofiore, Fedelucio Narducci, Claudio Pomo, Azzurra Ragone, Eugenio Di Sciascio
2023	A	`conf`	Broadening the Scope: Evaluating the Potential of Recommender Systems beyond prioritizing Accuracy. RecSys Vincenzo Paparella, Dario Di Palma, Vito Walter Anelli, Tommaso Di Noia
2023	A	`conf`	Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis. RecSys Vito Walter Anelli, Daniele Malitesta, Claudio Pomo, Alejandro Bellogín, Eugenio Di Sciascio, Tommaso Di Noia
2023	J	`jnl`	Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis. CoRR Vito Walter Anelli, Daniele Malitesta, Claudio Pomo, Alejandro Bellogín, Tommaso Di Noia, Eugenio Di Sciascio
2023	J	`jnl`	Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning. CoRR Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	A	`conf`	Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness Under Unawareness Setting. ECAI Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	J	`jnl`	Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting. CoRR Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	—	`conf`	Counterfactual Reasoning for Decision Model Fairness Assessment. WWW (Companion Volume) Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	—	`conf`	Counterfactual Reasoning for Responsible AI Assessment. Ital-IA Giandomenico Cornacchia, Vito Walter Anelli, Fedelucio Narducci, Azzurra Ragone, Eugenio Di Sciascio
2023	J	`jnl`	Data science for next-generation recommender systems. Int. J. Data Sci. Anal. Shoujin Wang, Yan Wang, Fikret Sivrikaya, Sahin Albayrak, Vito Walter Anelli
2023	A*	`conf`	Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries. SIGIR Felice Antonio Merra, Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Alberto Carlo Maria Mancino
2023	J	`jnl`	Evaluating ChatGPT as a Recommender System: A Rigorous Approach. CoRR Dario Di Palma, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, Eugenio Di Sciascio
2023	—	`conf`	Examining Fairness in Graph-Based Collaborative Filtering: A Consumer and Producer Perspective. IIR Dario Di Palma, Vito Walter Anelli, Daniele Malitesta, Vincenzo Paparella, Claudio Pomo, Yashar Deldjoo, Tommaso Di Noia
2023	A	`conf`	Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2023	J	`jnl`	KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs. Trans. Recomm. Syst. Antonio Ferrara, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2023	—	`conf`	Knowledge Graph Datasets for Recommendation. KaRS@RecSys Vincenzo Paparella, Alberto Carlo Maria Mancino, Antonio Ferrara, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia
2023	—	`conf`	Navigating the Legal Landscape: Developing Italy's Official Legal Knowledge Graph for Enhanced Legislative and Public Services. Ital-IA Vito Walter Anelli, Eros Brienza, Marco Recupero, Francesco Greco, Andrea De Maria, Tommaso Di Noia, Eugenio Di Sciascio
2023	A	`conf`	Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation. CIKM Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
2023	J	`jnl`	Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation. CoRR Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
2023	—	`ed.`	Proceedings of the Fifth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, September 19th, 2023. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2023	A	`conf`	Reproducibility of Multi-Objective Reinforcement Learning Recommendation: Interplay between Effectiveness and Beyond-Accuracy Perspectives. RecSys Vincenzo Paparella, Vito Walter Anelli, Ludovico Boratto, Tommaso Di Noia
2023	B	`conf`	Scalable Cloud-Native Pipeline for Efficient 3D Model Reconstruction from Monocular Smartphone Images. ECSA Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio, Tommaso Di Noia
2023	—	`conf`	Semantic Interpretation of BERT Embeddings with Knowledge Graphs. SEBD Alessandro De Bellis, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio
2023	A	`conf`	Trustworthy Recommender Systems: Technical, Ethical, Legal, and Regulatory Perspectives. RecSys Markus Schedl, Vito Walter Anelli, Elisabeth Lex
2022	—	`conf`	Addressing Privacy in Recommender Systems with Federated Learning. IIR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2022	—	`ch.`	Adversarial Recommender Systems: Attack, Defense, and Advances. Recommender Systems Handbook Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2022	—	`conf`	An Analysis of Local Explanation with LIME-RS. IIR Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
2022	A	`conf`	Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2022	—	`conf`	How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering. MORS@RecSys Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo
2022	—	`conf`	Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs. SEBD Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2022	A	`conf`	Interpretability of BERT Latent Space through Knowledge Graphs. CIKM Vito Walter Anelli, Giovanni Maria Biancofiore, Alessandro De Bellis, Tommaso Di Noia, Eugenio Di Sciascio
2022	—	`ed.`	Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, September 22nd, 2022. KaRS@RecSys Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
2022	—	`conf`	Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews. DL4SR@CIKM Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo
2022	J	`jnl`	Semantic Interpretation of Top-N Recommendations. IEEE Trans. Knowl. Data Eng. Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
2022	—	`conf`	The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models. SEBD Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Eugenio Di Sciascio, Tommaso Di Noia
2022	A	`conf`	Top-N Recommendation Algorithms: A Quest for the State-of-the-Art. UMAP Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Dietmar Jannach, Claudio Pomo
2022	J	`jnl`	Top-N Recommendation Algorithms: A Quest for the State-of-the-Art. CoRR Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Dietmar Jannach, Claudio Pomo
2022	J	`jnl`	User-controlled federated matrix factorization for recommender systems. J. Intell. Inf. Syst. Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	A	`conf`	A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders. CIKM Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2021	A*	`conf`	A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images. SIGIR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
2021	J	`jnl`	A flexible framework for evaluating user and item fairness in recommender systems. User Model. User Adapt. Interact. Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia
2021	—	`conf`	Adherence and Constancy in LIME-RS Explanations for Recommendation (Long paper). KaRS/ComplexRec@RecSys Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
2021	J	`jnl`	Adherence and Constancy in LIME-RS Explanations for Recommendation. CoRR Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
2021	—	`conf`	Adversarial Attacks against Visual Recommendation: an Investigation on the Influence of Items' Popularity. OHARS@RecSys Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Daniele Malitesta, Felice Antonio Merra
2021	A*	`conf`	Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. SIGIR Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia
2021	J	`jnl`	Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. CoRR Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco M. Donini, Tommaso Di Noia
2021	—	`conf`	FedeRank: User Controlled Feedback with Federated Recommender Systems. ECIR (1) Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`conf`	Federated Recommender Systems with Learning to Rank. SEBD Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`conf`	How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation. IIR Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Eugenio Di Sciascio, Tommaso Di Noia
2021	Misc	`conf`	How to put users in control of their data in federated top-N recommendation with learning to rank. SAC Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2021	—	`ed.`	Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), Virtual Event, Amsterdam, The Netherlands, September 25, 2021. KaRS/ComplexRec@RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco Maria Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker, Himan Abdollahpouri, Toine Bogers, Bamshad Mobasher, Casper Petersen, Maria Soledad Pera
2021	Misc	`conf`	MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings. FLAIRS Vito Walter Anelli, Alejandro Bellogín, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2021	—	`ed.`	Proceedings of the 11th Italian Information Retrieval Workshop 2021, Bari, Italy, September 13-15, 2021 IIR Vito Walter Anelli, Tommaso Di Noia, Nicola Ferro, Fedelucio Narducci
2021	A	`conf`	Pursuing Privacy in Recommender Systems: the View of Users and Researchers from Regulations to Applications. RecSys Vito Walter Anelli, Luca Belli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci, Claudio Pomo
2021	A	`conf`	RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter's Home Timeline. RecSys Vito Walter Anelli, Saikishore Kalloori, Bruce Ferwerda, Luca Belli, Alykhan Tejani, Frank Portman, Alexandre Lung-Yut-Fong, Ben Chamberlain, Yuanpu Xie, Jonathan Hunt, Michael M. Bronstein, Wenzhe Shi
2021	J	`jnl`	Reenvisioning Collaborative Filtering vs Matrix Factorization. CoRR Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Claudio Pomo
2021	A	`conf`	Reenvisioning the comparison between Neural Collaborative Filtering and Matrix Factorization. RecSys Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Claudio Pomo
2021	J	`jnl`	Report on the 3rd workshop of knowledge-aware and conversational recommender systems (KARS/ComplexRec) at RecSys 2021. SIGIR Forum Vito Walter Anelli, Pierpaolo Basile, Toine Bogers, Tommaso Di Noia, Francesco Maria Donini, Bamshad Mobasher, Cataldo Musto, Fedelucio Narducci, Casper Petersen, Maria Soledad Pera, Markus Zanker
2021	—	`conf`	Sparse Embeddings for Recommender Systems with Knowledge Graphs. IIR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2021	A	`conf`	Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. RecSys Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2021	J	`jnl`	Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. CoRR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2021	—	`conf`	The 2021 RecSys Challenge Dataset: Fairness is not optional. RecSys Challenge Luca Belli, Alykhan Tejani, Frank Portman, Alexandre Lung-Yut-Fong, Ben Chamberlain, Yuanpu Xie, Kristian Lum, Jonathan Hunt, Michael M. Bronstein, Vito Walter Anelli, Saikishore Kalloori, Bruce Ferwerda, Wenzhe Shi
2021	J	`jnl`	The 2021 RecSys Challenge Dataset: Fairness is not optional. CoRR Luca Belli, Alykhan Tejani, Frank Portman, Alexandre Lung-Yut-Fong, Ben Chamberlain, Yuanpu Xie, Kristian Lum, Jonathan Hunt, Michael M. Bronstein, Vito Walter Anelli, Saikishore Kalloori, Bruce Ferwerda, Wenzhe Shi
2021	A	`conf`	The Idiosyncratic Effects of Adversarial Training on Bias in Personalized Recommendation Learning. RecSys Vito Walter Anelli, Tommaso Di Noia, Felice Antonio Merra
2021	A	`conf`	Third Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys Vito Walter Anelli, Pierpaolo Basile, Tommaso Di Noia, Francesco M. Donini, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2021	J	`jnl`	Understanding the Effects of Adversarial Personalized Ranking Optimization Method on Recommendation Quality. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2021	A	`conf`	V-Elliot: Design, Evaluate and Tune Visual Recommender Systems. RecSys Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Francesco Maria Donini, Tommaso Di Noia
2020	A	`conf`	Adversarial Learning for Recommendation: Applications for Security and Generative Tasks - Concept to Code. RecSys Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2020	J	`jnl`	An Empirical Study of DNNs Robustification Inefficacy in Protecting Visual Recommenders. CoRR Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
2020	—	`conf`	Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders (short paper). DP@AI*IA Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
2020	J	`jnl`	Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting. Semantic Web Vito Walter Anelli, Renato De Leone, Tommaso Di Noia, Thomas Lukasiewicz, Jessica Rosati
2020	—	`conf`	Deep Learning-Based Adaptive Image Compression System for a Real-World Scenario. EAIS Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta
2020	J	`jnl`	FedeRank: User Controlled Feedback with Federated Recommender Systems. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2020	J	`jnl`	How to Put Users in Control of their Data via Federated Pair-Wise Recommendation. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci
2020	—	`ch.`	Knowledge-Aware Interpretable Recommender Systems. Knowledge Graphs for eXplainable Artificial Intelligence Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Eugenio Di Sciascio
2020	—	`—`	Knowledge-Enabled Recommender Systems in the Linked Data Era. Vito Walter Anelli
2020	—	`conf`	Knowledge-enhanced Shilling Attacks for Recommendation. SEBD Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio
2020	J	`jnl`	Multi-Step Adversarial Perturbations on Recommender Systems Embeddings. CoRR Vito Walter Anelli, Alejandro Bellogín, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2020	J	`jnl`	Prioritized Multi-Criteria Federated Learning. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
2020	J	`jnl`	Prioritized multi-criteria federated learning. Intelligenza Artificiale Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
2020	J	`jnl`	Privacy-Preserving Recommender Systems Challenge on Twitter's Home Timeline. CoRR Luca Belli, Sofia Ira Ktena, Alykhan Tejani, Alexandre Lung-Yut-Fong, Frank Portman, Xiao Zhu, Yuanpu Xie, Akshay Gupta, Michael M. Bronstein, Amra Delic, Gabriele Sottocornola, Vito Walter Anelli, Nazareno Andrade, Jessie Smith, Wenzhe Shi
2020	—	`ed.`	Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, co-located with 28th ACM International Conference on Information and Knowledge Management, KaRS@CIKM 2019, Beijing, China, November 7, 2019. KaRS@CIKM Vito Walter Anelli, Tommaso Di Noia
2020	A	`conf`	RecSys 2020 Challenge Workshop: Engagement Prediction on Twitter's Home Timeline. RecSys Vito Walter Anelli, Amra Delic, Gabriele Sottocornola, Jessie Smith, Nazareno Andrade, Luca Belli, Michael M. Bronstein, Akshay Gupta, Sofia Ira Ktena, Alexandre Lung-Yut-Fong, Frank Portman, Alykhan Tejani, Yuanpu Xie, Xiao Zhu, Wenzhe Shi
2020	B	`conf`	SAShA: Semantic-Aware Shilling Attacks on Recommender Systems Exploiting Knowledge Graphs. ESWC Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra
2019	A	`conf`	2nd Workshop on Knowledge-aware and Conversational Recommender Systems - KaRS. CIKM Vito Walter Anelli, Tommaso Di Noia
2019	J	`jnl`	Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization. User Model. User Adapt. Interact. Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo, Vito Walter Anelli, Tommaso Di Noia
2019	—	`conf`	Anna: A Virtual Assistant to Interact with Puglia Digital Library. SEBD Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone
2019	—	`conf`	How to Make Latent Factors Interpretable by Feeding Factorization Machines with Knowledge Graphs. ISWC (1) Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
2019	J	`jnl`	How to make latent factors interpretable by feeding Factorization machines with knowledge graphs. CoRR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
2019	—	`conf`	Local Popularity and Time in top-N Recommendation. ECIR (1) Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
2019	J	`jnl`	On the discriminative power of Hyper-parameters in Cross-Validation and how to choose them. CoRR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Claudio Pomo, Azzurra Ragone
2019	A	`conf`	On the discriminative power of hyper-parameters in cross-validation and how to choose them. RecSys Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Claudio Pomo, Azzurra Ragone
2019	—	`ed.`	Proceedings of the Workshop on Knowledge-aware and Conversational Recommender Systems 2018 co-located with 12th ACM Conference on Recommender Systems, KaRS@RecSys 2018, Vancouver, Canada, October 7, 2018. KaRS@RecSys Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Markus Zanker, Pierpaolo Basile, Derek G. Bridge, Fedelucio Narducci
2019	—	`conf`	Recommender Systems Fairness Evaluation via Generalized Cross Entropy. RMSE@RecSys Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín Kouki, Tommaso Di Noia
2019	J	`jnl`	Recommender Systems Fairness Evaluation via Generalized Cross Entropy. CoRR Yashar Deldjoo, Vito Walter Anelli, Hamed Zamani, Alejandro Bellogín, Tommaso Di Noia
2019	—	`conf`	Semantic interpretability of latent factors for recommendation. IIR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Claudio Pomo
2019	Misc	`conf`	The importance of being dissimilar in recommendation. SAC Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, Joseph Trotta
2019	—	`conf`	Towards Effective Device-Aware Federated Learning. AI*IA Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
2019	J	`jnl`	Towards Effective Device-Aware Federated Learning. CoRR Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara
2018	A	`conf`	Knowledge-aware and conversational recommender systems. RecSys Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker
2018	—	`conf`	Moving from Item Rating to Features Relevance in Top-N Recommendation. IIR Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Pasquale Lops, Joseph Trotta
2018	—	`conf`	Ontology-based Linked Data Summarization in Semantics-aware Recommender Systems. SEBD Vito Walter Anelli, Tommaso Di Noia, Andrea Maurino, Matteo Palmonari, Anisa Rula
2018	J	`jnl`	The importance of being dissimilar in Recommendation. CoRR Vito Walter Anelli, Joseph Trotta, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone
2018	J	`jnl`	Time and Local Popularity in top-N Recommendation. CoRR Vito Walter Anelli, Joseph Trotta, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone
2017	A	`conf`	An Analysis on Time- and Session-aware Diversification in Recommender Systems. UMAP Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda La Bruna, Paolo Tomeo, Eugenio Di Sciascio
2017	—	`conf`	Auto-Encoding User Ratings via Knowledge Graphs in Recommendation Scenarios. DLRS@RecSys Vito Bellini, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
2017	J	`jnl`	Auto-Encoding User Ratings via Knowledge Graphs in Recommendation Scenarios. CoRR Vito Bellini, Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio
2017	—	`conf`	Etytree: A Graphical and Interactive Etymology Dictionary based on Wiktionary. WWW (Companion Volume) Ester Pantaleo, Vito Walter Anelli, Tommaso Di Noia, Gilles Sérasset
2017	—	`conf`	Feature Factorization for Top-N Recommendation: From Item Rating to Features Relevance. RecSysKTL Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Eugenio Di Sciascio
2017	—	`conf`	On the Role of Time and Sessions in Diversifying Recommendation Results. IIR Vito Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda La Bruna, Paolo Tomeo, Eugenio Di Sciascio
2017	—	`conf`	Querying deep web data sources as linked data. WIMS Vito Walter Anelli, Vito Bellini, Andrea Calì, Giuseppe De Santis, Tommaso Di Noia, Eugenio Di Sciascio
2016	C	`conf`	Exposing Open Street Map in the Linked Data Cloud. IEA/AIE Vito Walter Anelli, Andrea Calì, Tommaso Di Noia, Matteo Palmonari, Azzurra Ragone
2016	—	`conf`	Exposing Open Street Map in the Linked Data cloud. SEBD Vito Walter Anelli, Andrea Calì, Tommaso Di Noia, Andrea Maurino, Matteo Palmonari, Azzurra Ragone
2015	C	`conf`	Efficient implementation of InSAR time-consuming algorithm kernels on GPU environment. IGARSS Andrea Guerriero, Vito Walter Anelli, Alessandro Pagliara, Raffaele Nutricato, Davide Oscar Nitti