Matteo Attimonelli PhD Student Publications (7) Publications 2025 - Attimonelli Matteo, Danese Danilo, Di Fazio Angela, Malitesta Daniele, Pomo Claudio, Di Noia Tommaso Large-scale Benchmarks for Multimodal Recommendation with Ducho Expert Systems With Applications DOI: 10.2139/ssrn.5349267 2024 - Attimonelli Matteo, Pomo Claudio, Jannach Dietmar, Di Noia Tommaso Toward Effective Fashion Item Compatibility Modelling 14th Italian Information Retrieval Workshop (IIR 2024) DOI: 10.2139/ssrn.5360287 2025 - Pomo Claudio, Attimonelli Matteo, Danese Danilo, Narducci Fedelucio, Di Noia Tommaso Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation 34th ACM International Conference on Information and Knowledge Management DOI: 10.1145/3746252.3761398 2025 - Attimonelli Matteo, De Bellis Alessandro, Pomo Claudio, Jannach Dietmar, Di Sciascio Eugenio, Di Noia Tommaso Do We Really Need Specialization? Evaluating Generalist Text Embeddings for Zero-Shot Recommendation and Search 19th ACM Conference on Recommender Systems DOI: 10.1145/3705328.3748040 2025 - Mancino Alberto Carlo Maria, Attimonelli Matteo, Di Fazio Angela, Malitesta Daniele, Di Noia Tommaso Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho 19th ACM Conference on Recommender Systems DOI: 10.1145/3705328.3748009 2024 - Attimonelli Matteo, Danese Danilo, Malitesta Daniele, Pomo Claudio, Gassi Giuseppe, Di Noia Tommaso Ducho 2.0: Towards a More Up-to-Date Feature Extraction and Processing Framework for Multimodal Recommendation Proceedings of the ACM Web Conference 2024 DOI: 10.1145/3589335.3651440 2022 - Attimonelli Matteo, Amatulli Gianluca, Di Gioia Leonardo, Malitesta Daniele, Deldjoo Yashar, Di Noia Tommaso Adversarial Attacks Against Visually Aware Fashion Outfit Recommender Systems Workshop on Recommender Systems in Fashion and Retail (RecSys 2022) DOI: 10.1007/978-3-031-22192-7_4
