Yashar Deldjoo

158 papers A* 9A 18B 1C 3Misc 2Journal 78Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency. Trans. Recomm. Syst. Yashar Deldjoo
2025	A	`conf`	A Tutorial on Recent Advances in Generative Conversational Recommender Systems. RecSys Thomas Elmar Kolb, Ahmadou Wagne, Ashmi Banerjee, Fatemeh Nazary, Julia Neidhardt, Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation. CoRR Yashar Deldjoo, Nima Rafiee, Mahdyar Ravanbakhsh
2025	—	`conf`	AirTOWN: A Privacy-Preserving Mobile App for Real-Time Pollution-Aware POI Suggestion. ECIR (5) Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion. CoRR Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System. ACM Trans. Intell. Syst. Technol. Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism. CoRR Ashmi Banerjee, Fitri Nur Aisyah, Adithi Satish, Wolfgang Wörndl, Yashar Deldjoo
2025	A*	`conf`	GENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI. SIGIR Yashar Deldjoo, Scott Sanner, Enrico Palumbo, Hugues Bouchard, Shuai Zhang, Pablo Castells, Julian J. McAuley
2025	J	`jnl`	Introduction to the Special Issue on Trustworthy Recommender Systems. Trans. Recomm. Syst. Markus Schedl, Yashar Deldjoo, Pablo Castells, Emine Yilmaz
2025	—	`conf`	LLM4Good: The 1st Workshop on Sustainable and Trustworthy Large Language Models for Personalization. UMAP (Adjunct Publication) Thomas Elmar Kolb, Ashmi Banerjee, Ahmadou Wagne, Julia Neidhardt, Yashar Deldjoo
2025	A	`conf`	Multi-Agentic Recommender Systems: Foundations, Design Patterns, and E-Commerce Applications - An Industrial Tutorial. RecSys Reza Yousefi Maragheh, Yashar Deldjoo, Chi Wang, Jason Cho, Derek Cheng
2025	J	`jnl`	Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation. CoRR Elena V. Epure, Yashar Deldjoo, Bruno Sguerra, Markus Schedl, Manuel Moussallam
2025	—	`conf`	Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems. ECIR (4) Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems. CoRR Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia
2025	J	`jnl`	RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation. CoRR Ali Tourani, Fatemeh Nazary, Yashar Deldjoo
2025	—	`conf`	Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems. UMAP (Adjunct Publication) Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio
2025	J	`jnl`	Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems. CoRR Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio
2025	A*	`conf`	SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Data Generation for Personalized Tourism Recommenders. SIGIR Ashmi Banerjee, Adithi Satish, Fitri Nur Aisyah, Wolfgang Wörndl, Yashar Deldjoo
2025	J	`jnl`	SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Query Generation for Personalized Tourism Recommenders. CoRR Ashmi Banerjee, Adithi Satish, Fitri Nur Aisyah, Wolfgang Wörndl, Yashar Deldjoo
2025	J	`jnl`	The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems. CoRR Reza Yousefi Maragheh, Yashar Deldjoo
2025	A*	`conf`	Toward Holistic Evaluation of Recommender Systems Powered by Generative Models. SIGIR Yashar Deldjoo, Nikhil Mehta, Maheswaran Sathiamoorthy, Shuai Zhang, Pablo Castells, Julian J. McAuley
2025	J	`jnl`	Toward Holistic Evaluation of Recommender Systems Powered by Generative Models. CoRR Yashar Deldjoo, Nikhil Mehta, Maheswaran Sathiamoorthy, Shuai Zhang, Pablo Castells, Julian J. McAuley
2025	J	`jnl`	Towards Recommender Systems LLMs Playground (RecSysLLMsP): Exploring Polarization and Engagement in Simulated Social Networks. CoRR Ljubisa Bojic, Zorica A. Dodevska, Yashar Deldjoo, Nenad Pantelic
2025	A	`conf`	Trustworthy Knowledge Discovery and Data Mining (TrustKDD). CIKM Le Wu, Jindong Wang, Ling Chen, Xiangyu Zhao, Kui Yu, Yashar Deldjoo, Defu Lian
2025	A	`conf`	Tutorial on Recommendation with Generative Models (Gen-RecSys). WSDM Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2025	—	`conf`	Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion. WWW (Companion Volume) Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia, Bianca Lau, Sina Adham-Khiabani, Eric Morris, Xia Liu, Ganga Chinna Rao Devarapu, Liam O'Faolain
2025	J	`jnl`	Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion. CoRR Giuseppe Fasano, Yashar Deldjoo, Tommaso Di Noia, Bianca Lau, Sina Adham-Khiabani, Eric Morris, Xia Liu, G. Chinna R. Devarapu, Liam O'Faolain
2025	J	`jnl`	ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation. CoRR Fatemeh Nazary, Ali Tourani, Yashar Deldjoo, Tommaso Di Noia
2024	J	`jnl`	A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems. CoRR Hossein A. Rahmani, Mohammadmehdi Naghiaei, Yashar Deldjoo
2024	J	`jnl`	A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems. Trans. Recomm. Syst. Hossein A. Rahmani, Mohammadmehdi Naghiaei, Yashar Deldjoo
2024	J	`jnl`	A Review of Modern Fashion Recommender Systems. ACM Comput. Surv. Yashar Deldjoo, Fatemeh Nazary, Arnau Ramisa, Julian J. McAuley, Giovanni Pellegrini, Alejandro Bellogín, Tommaso Di Noia
2024	A*	`conf`	A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). KDD Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024	J	`jnl`	A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys). CoRR Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024	J	`jnl`	CAPRI: Context-aware point-of-interest recommendation framework. Softw. Impacts Ali Tourani, Hossein A. Rahmani, Mohammadmehdi Naghiaei, Yashar Deldjoo
2024	J	`jnl`	CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System. CoRR Yashar Deldjoo, Tommaso Di Noia
2024	J	`jnl`	Content-driven music recommendation: Evolution, state of the art, and challenges. Comput. Sci. Rev. Yashar Deldjoo, Markus Schedl, Peter Knees
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	J	`jnl`	FairEvalLLM. A Comprehensive Framework for Benchmarking Fairness in Large Language Model Recommender Systems. CoRR Yashar Deldjoo
2024	J	`jnl`	Fairness in recommender systems: research landscape and future directions. User Model. User Adapt. Interact. Yashar Deldjoo, Dietmar Jannach, Alejandro Bellogín, Alessandro Difonzo, Dario Zanzonelli
2024	J	`jnl`	Interactive Question Answering Systems: Literature Review. ACM Comput. Surv. Giovanni Maria Biancofiore, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci
2024	J	`jnl`	Large Language Model Driven Recommendation. CoRR Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Arnau Ramisa, René Vidal, Mahesh Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano, Francesco Ricci
2024	J	`jnl`	Multi-modal Generative Models in Recommendation System. CoRR Arnau Ramisa, René Vidal, Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci
2024	J	`jnl`	Recommendation with Generative Models. CoRR Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, René Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci
2024	A	`conf`	The 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN). RecSys Yashar Deldjoo, Julian J. McAuley, Scott Sanner, Pablo Castells, Shuai Zhang, Enrico Palumbo
2024	J	`jnl`	Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency. CoRR Yashar Deldjoo
2024	J	`jnl`	Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges. CoRR Lemei Zhang, Peng Liu, Yashar Deldjoo, Yong Zheng, Jon Atle Gulla
2024	—	`conf`	Understanding Modality Preferences in Search Clarification. MMSR@CIKM Leila Tavakoli, Giovanni Castiglia, Federica Calò, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas
2024	J	`jnl`	Understanding Modality Preferences in Search Clarification. CoRR Leila Tavakoli, Giovanni Castiglia, Federica Calò, Yashar Deldjoo, Hamed Zamani, Johanne R. Trippas
2024	J	`jnl`	XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare. CoRR Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio
2023	J	`jnl`	A unifying and general account of fairness measurement in recommender systems. Inf. Process. Manag. Enrique Amigó, Yashar Deldjoo, Stefano Mizzaro, Alejandro Bellogín
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`	CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework. CoRR Ali Tourani, Hossein A. Rahmani, Mohammadmehdi Naghiaei, Yashar Deldjoo
2023	—	`conf`	ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT. ECAI Workshops (1) Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia
2023	J	`jnl`	ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT. CoRR Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia
2023	A*	`conf`	Computational Versus Perceived Popularity Miscalibration in Recommender Systems. SIGIR Oleg Lesota, Gustavo Escobedo, Yashar Deldjoo, Bruce Ferwerda, Simone Kopeinik, Elisabeth Lex, Navid Rekabsaz, Markus Schedl
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	J	`jnl`	Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization - A Reproducibility Study. CoRR Giovanni Pellegrini, Vittorio Maria Faraco, Yashar Deldjoo
2023	J	`jnl`	Fairness of ChatGPT and the Role Of Explainable-Guided Prompts. CoRR Yashar Deldjoo
2023	—	`conf`	Fairness of ChatGPT and the Role of Explainable-Guided Prompts. PKDD/ECML Workshops (5) Yashar Deldjoo
2023	J	`jnl`	Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids. CoRR Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary, Giovanni Servedio
2023	—	`conf`	Multiobjective Hyperparameter Optimization of Recommender Systems. Perspectives@RecSys Marta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, Markus Schedl
2023	—	`conf`	Smart Electrical Grids Under the Lens of Adversarial Attacks. Ital-IA Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Carmelo Ardito, Eugenio Di Sciascio
2022	J	`jnl`	A Review of Modern Fashion Recommender Systems. CoRR Yashar Deldjoo, Fatemeh Nazary, Arnau Ramisa, Julian J. McAuley, Giovanni Pellegrini, Alejandro Bellogín, Tommaso Di Noia
2022	J	`jnl`	A Survey of Research on Fair Recommender Systems. CoRR Yashar Deldjoo, Dietmar Jannach, Alejandro Bellogín, Alessandro Difonzo, Dario Zanzonelli
2022	J	`jnl`	A Survey on Adversarial Recommender Systems: From Attack/Defense Strategies to Generative Adversarial Networks. ACM Comput. Surv. Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2022	—	`ch.`	Adversarial Recommender Systems: Attack, Defense, and Advances. Recommender Systems Handbook Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2022	A*	`conf`	CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems. SIGIR Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo
2022	J	`jnl`	CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems. CoRR Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo
2022	A	`conf`	Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation. RecSys Hossein A. Rahmani, Mohammadmehdi Naghiaei, Ali Tourani, Yashar Deldjoo
2022	J	`jnl`	Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation. CoRR Hossein A. Rahmani, Mohammadmehdi Naghiaei, Ali Tourani, Yashar Deldjoo
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	A	`conf`	IEEE13-AdvAttack A Novel Dataset for Benchmarking the Power of Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grid. CIKM Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary
2022	J	`jnl`	Interactive Question Answering Systems: Literature Review. CoRR Giovanni Maria Biancofiore, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci
2022	—	`conf`	Leveraging Content-Style Item Representation for Visual Recommendation. ECIR (2) Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
2022	—	`ch.`	Multimedia Recommender Systems: Algorithms and Challenges. Recommender Systems Handbook Yashar Deldjoo, Markus Schedl, Balázs Hidasi, Yinwei Wei, Xiangnan He
2022	A	`conf`	Music4All-Onion - A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset. CIKM Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, Eva Zangerle, Markus Schedl
2022	—	`conf`	Nudging Towards Health in a Conversational Food Recommender System Using Multi-Modal Interactions and Nutrition Labels. KaRS@RecSys Giovanni Castiglia, Ayoub El Majjodi, Federica Calò, Yashar Deldjoo, Fedelucio Narducci, Alain Starke, Christoph Trattner
2022	J	`jnl`	PyCPFair: A framework for consumer and producer fairness in recommender systems. Softw. Impacts Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo
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	—	`conf`	The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation. BIAS Hossein A. Rahmani, Yashar Deldjoo, Ali Tourani, Mohammadmehdi Naghiaei
2022	J	`jnl`	The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation. CoRR Hossein A. Rahmani, Yashar Deldjoo, Ali Tourani, Mohammadmehdi Naghiaei
2022	J	`jnl`	The role of context fusion on accuracy, beyond-accuracy, and fairness of point-of-interest recommendation systems. Expert Syst. Appl. Hossein A. Rahmani, Yashar Deldjoo, Tommaso Di Noia
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
2022	J	`jnl`	Visual inspection of fault type and zone prediction in electrical grids using interpretable spectrogram-based CNN modeling. Expert Syst. Appl. Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary
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	—	`conf`	A Regression Framework to Interpret the Robustness of Recommender Systems Against Shilling Attacks. IIR Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, 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	—	`conf`	A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems. CVPR Workshops 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	J	`jnl`	Content-driven Music Recommendation: Evolution, State of the Art, and Challenges. CoRR Yashar Deldjoo, Markus Schedl, Peter Knees
2021	J	`jnl`	Explaining recommender systems fairness and accuracy through the lens of data characteristics. Inf. Process. Manag. Yashar Deldjoo, Alejandro Bellogín, 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	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	—	`conf`	ISCADA: Towards a Framework for Interpretable Fault Prediction in Smart Electrical Grids. INTERACT (5) Carmelo Ardito, Yashar Deldjoo, Eugenio Di Sciascio, Fatemeh Nazary, Gianluca Sapienza
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	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	J	`jnl`	Recommender Systems Leveraging Multimedia Content. ACM Comput. Surv. Yashar Deldjoo, Markus Schedl, Paolo Cremonesi, Gabriella Pasi
2021	—	`conf`	Revisiting Security Threat on Smart Grids: Accurate and Interpretable Fault Location Prediction and Type Classification. ITASEC Carmelo Ardito, Yashar Deldjoo, Eugenio Di Sciascio, Fatemeh Nazary
2021	J	`jnl`	Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019. ACM Trans. Intell. Syst. Technol. Jens Adamczak, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Peter Knees, Gerard Paul Leyson, Philipp Monreal
2021	J	`jnl`	Simulations for novel problems in recommendation: analyzing misinformation and data characteristics. CoRR Alejandro Bellogín, Yashar Deldjoo
2021	—	`conf`	Towards Improving Car Point-Cloud Tracking Via Detection Updates. IPMV Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Gaetano Pernisco, Vito Renò, Ettore Stella
2021	A*	`conf`	Towards Multi-Modal Conversational Information Seeking. SIGIR Yashar Deldjoo, Johanne R. Trippas, Hamed Zamani
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
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	A	`conf`	Adversarial Machine Learning in Recommender Systems (AML-RecSys). WSDM Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2020	J	`jnl`	Adversarial Machine Learning in Recommender Systems: State of the art and Challenges. CoRR Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
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	A*	`conf`	How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models. SIGIR Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra
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	—	`conf`	Interacting with Features: Visual Inspection of Black-box Fault Type Classification Systems in Electrical Grids. XAI.it@AI*IA Carmelo Ardito, Yashar Deldjoo, Eugenio Di Sciascio, Fatemeh Nazary
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	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	—	`conf`	A Regression Approach to Movie Rating Prediction Using Multimedia Content and Metadata. MediaEval Hossein A. Rahmani, Yashar Deldjoo, Markus Schedl
2019	—	`conf`	Assessing the Impact of a User-Item Collaborative Attack on Class of Users. ImpactRS@RecSys Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2019	J	`jnl`	Assessing the Impact of a User-Item Collaborative Attack on Class of Users. CoRR Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
2019	C	`conf`	Movie Genome Recommender: A Novel Recommender System Based on Multimedia Content. CBMI Yashar Deldjoo, Markus Schedl, Mehdi Elahi
2019	J	`jnl`	Movie genome: alleviating new item cold start in movie recommendation. User Model. User Adapt. Interact. Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Stefano Cereda, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi
2019	J	`jnl`	Next Generation Indexing for Genomic Intervals. IEEE Trans. Knowl. Data Eng. Vahid Jalili, Matteo Matteucci, Jeremy Goecks, Yashar Deldjoo, Stefano Ceri
2019	—	`ed.`	Proceedings of the Workshop on ACM Recommender Systems Challenge, Copenhagen, Denmark, September 2019. RecSys Challenge Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal
2019	A	`conf`	RecSys challenge 2019: session-based hotel recommendations. RecSys Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal
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	C	`conf`	Retrieving Relevant and Diverse Movie Clips Using the MFVCD-7K Multifaceted Video Clip Dataset. CBMI Yashar Deldjoo, Markus Schedl
2019	J	`jnl`	Session-Based Hotel Recommendations: Challenges and Future Directions. CoRR Jens Adamczak, Gerard Paul Leyson, Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Julia Neidhardt, Wolfgang Wörndl, Philipp Monreal
2019	—	`conf`	The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval. MediaEval Yashar Deldjoo, Benny Kille, Markus Schedl, Andreas Lommatzsch, Jialie Shen
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
2019	—	`conf`	Towards Evaluating User Profiling Methods Based on Explicit Ratings on Item Features. IntRS@RecSys Luca Luciano Costanzo, Yashar Deldjoo, Maurizio Ferrari Dacrema, Markus Schedl, Paolo Cremonesi
2019	J	`jnl`	Towards Evaluating User Profiling Methods Based on Explicit Ratings on Item Features. CoRR Luca Luciano Costanzo, Yashar Deldjoo, Maurizio Ferrari Dacrema, Markus Schedl, Paolo Cremonesi
2018	A	`conf`	Audio-visual encoding of multimedia content for enhancing movie recommendations. RecSys Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi
2018	—	`conf`	Content-Based Multimedia Recommendation Systems: Definition and Application Domains. IIR Yashar Deldjoo, Markus Schedl, Paolo Cremonesi, Gabriella Pasi
2018	J	`jnl`	Current challenges and visions in music recommender systems research. Int. J. Multim. Inf. Retr. Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
2018	A	`conf`	MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval. MMSys Yashar Deldjoo, Mihai Gabriel Constantin, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi
2018	—	`conf`	Movie Rating Prediction Using Multimedia Content and Modeling as a Classification Problem. MediaEval Fatemeh Nazary, Yashar Deldjoo
2018	A	`conf`	Multimedia recommender systems. RecSys Yashar Deldjoo, Markus Schedl, Balázs Hidasi, Peter Knees
2018	—	`conf`	The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content. MediaEval Yashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl
2018	J	`jnl`	Using visual features based on MPEG-7 and deep learning for movie recommendation. Int. J. Multim. Inf. Retr. Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi
2018	—	`—`	Video recommendation by exploiting the multimedia content. Yashar Deldjoo
2017	J	`jnl`	Current Challenges and Visions in Music Recommender Systems Research. CoRR Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi
2017	A	`conf`	Exploring the Semantic Gap for Movie Recommendations. RecSys Mehdi Elahi, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Leonardo Cella, Stefano Cereda, Paolo Cremonesi
2017	—	`conf`	Letting Users Assist What to Watch: An Interactive Query-by-Example Movie Recommendation System. IIR Yashar Deldjoo, Cristina Frà, Massimo Valla, Paolo Cremonesi
2017	A	`conf`	RecSys Challenge 2017: Offline and Online Evaluation. RecSys Fabian Abel, Yashar Deldjoo, Mehdi Elahi, Daniel Kohlsdorf
2017	C	`conf`	The effect of different video summarization models on the quality of video recommendation based on low-level visual features. CBMI Yashar Deldjoo, Paolo Cremonesi, Markus Schedl, Massimo Quadrana
2017	J	`jnl`	Using Mise-En-Scène Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation. CoRR Yashar Deldjoo, Massimo Quadrana, Mehdi Elahi, Paolo Cremonesi
2016	J	`jnl`	A low-cost infrared-optical head tracking solution for virtual 3D audio environment using the Nintendo Wii-remote. Entertain. Comput. Yashar Deldjoo, Reza Ebrahimi Atani
2016	J	`jnl`	Content-Based Video Recommendation System Based on Stylistic Visual Features. J. Data Semant. Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Franca Garzotto, Pietro Piazzolla, Massimo Quadrana
2016	—	`conf`	How to Combine Visual Features with Tags to Improve Movie Recommendation Accuracy? EC-Web Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Farshad Bakhshandegan Moghaddam, Andrea Luigi Edoardo Caielli
2016	—	`conf`	Recommending Movies Based on Mise-en-Scene Design. CHI Extended Abstracts Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi, Franca Garzotto, Pietro Piazzolla
2016	J	`jnl`	Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking? CoRR Yashar Deldjoo, Shengping Zhang, Bahman Zanj, Paolo Cremonesi, Matteo Matteucci
2016	—	`conf`	Using Visual Features and Latent Factors for Movie Recommendation. CBRecSys@RecSys Yashar Deldjoo, Mehdi Elahi, Paolo Cremonesi
2015	J	`jnl`	Application of connected dominating sets in wildfire detection based on wireless sensor networks. Int. J. Inf. Technol. Commun. Convergence Saman Tahouri, Reza Ebrahimi Atani, Amir Hassani Karbasi, Yashar Deldjoo
2015	—	`conf`	Toward Building a Content-Based Video Recommendation System Based on Low-Level Features. EC-Web Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi
2015	—	`conf`	Toward Effective Movie Recommendations Based on Mise-en-Scène Film Styles. CHItaly Yashar Deldjoo, Mehdi Elahi, Massimo Quadrana, Paolo Cremonesi, Franca Garzotto