| 2026 | SAC | Memory Bank Compression for Continual Adaptation of Large Language Models. | Thomas Katraouras, Dimitrios Rafailidis |
| 2025 | SAC | RepAs: Iterative Refinement for Predicting Polyadenylation Site Usage. | Eleni Giovanoudi, Dimitrios Rafailidis |
| 2021 | RecSys | Sequence Adaptation via Reinforcement Learning in Recommender Systems. | Stefanos Antaris, Dimitrios Rafailidis |
| 2019 | ECIR | On Cross-Domain Transfer in Venue Recommendation. | Jarana Manotumruksa, Dimitrios Rafailidis, Craig Macdonald, Iadh Ounis |
| 2019 | ICTIR | Neural Attentive Cross-Domain Recommendation. | Dimitrios Rafailidis, Fabio Crestani |
| 2019 | SIGIR | Adversarial Training for Review-Based Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2018 | ICTIR | A Collaborative Ranking Model with Multiple Location-based Similarities for Venue Suggestion. | Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani |
| 2017 | CIKM | A Collaborative Ranking Model for Cross-Domain Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2017 | ECIR | Personalized Keyword Boosting for Venue Suggestion Based on Multiple LBSNs. | Mohammad Aliannejadi, Dimitrios Rafailidis, Fabio Crestani |
| 2017 | ICTIR | Recommendation with Social Relationships via Deep Learning. | Dimitrios Rafailidis, Fabio Crestani |
| 2017 | RecSys | Learning to Rank with Trust and Distrust in Recommender Systems. | Dimitrios Rafailidis, Fabio Crestani |
| 2016 | CIKM | Joint Collaborative Ranking with Social Relationships in Top-N Recommendation. | Dimitrios Rafailidis, Fabio Crestani |
| 2016 | SAC | Clustering nodes with attributes via graph alignment. | Dimitrios Rafailidis |
| 2016 | SAC | Modeling trust and distrust information in recommender systems via joint matrix factorization with signed graphs. | Dimitrios Rafailidis |
| 2016 | SIGIR | Cluster-based Joint Matrix Factorization Hashing for Cross-Modal Retrieval. | Dimitrios Rafailidis, Fabio Crestani |
| 2016 | SIGIR | Collaborative Ranking with Social Relationships for Top-N Recommendations. | Dimitrios Rafailidis, Fabio Crestani |
| 2015 | DEXA | Clustering Attributed Multi-graphs with Information Ranking. | Andreas Papadopoulos, Dimitrios Rafailidis, George Pallis, Marios D. Dikaiakos |
| 2015 | MEDI | Scalable Trajectory Similarity Search Based on Locations in Spatial Networks. | Eleftherios Tiakas, Dimitrios Rafailidis |
| 2015 | WWW | Crossing the Boundaries of Communities via Limited Link Injection for Information Diffusion In Social Networks. | Dimitrios Rafailidis, Alexandros Nanopoulos |
| 2015 | WWW | Repeat Consumption Recommendation Based on Users Preference Dynamics and Side Information. | Dimitrios Rafailidis, Alexandros Nanopoulos |
| 2015 | SAC | Parallel similarity search based on the dimensions value cardinalities of image descriptor vectors. | Dimitrios Rafailidis, Yannis Manolopoulos |
| 2014 | MEDI | Scalable Spectral Clustering with Weighted PageRank. | Dimitrios Rafailidis, Eleni Constantinou, Yannis Manolopoulos |
| 2014 | RecSys | Modeling the dynamics of user preferences in coupled tensor factorization. | Dimitrios Rafailidis, Alexandros Nanopoulos |