| 2026 | MDM | Learning Compressed AIS Trajectories with VQ-VAE for Activity Classification. | Christos Chronis, Spyridon Chatziargyros, Magdalini Eirinaki, Konstantinos Tserpes, Iraklis Varlamis |
| 2021 | HCI | Viva: A Virtual Assistant for the Visually Impaired. | Zeeshan Ahmed Pachodiwale, Yugeshwari Brahmankar, Neha Parakh, Dhruvil Patel, Magdalini Eirinaki |
| 2020 | HCI | CollegeBot: A Conversational AI Approach to Help Students Navigate College. | Mohinish Daswani, Kavina Desai, Mili Patel, Reeya Vani, Magdalini Eirinaki |
| 2020 | RecSys | Reducing energy waste in households through real-time recommendations. | Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare, Magdalini Eirinaki, Iraklis Varlamis |
| 2019 | IDEAS | Exploratory data analysis and crime prediction for smart cities. | Isha Pradhan, Katerina Potika, Magdalini Eirinaki, Petros Potikas |
| 2019 | WWW | With a Little Help from My Friends (and Their Friends): Influence Neighborhoods for Social Recommendations. | Avni Gulati, Magdalini Eirinaki |
| 2016 | ICDM | Time-Based Ensembles for Prediction of Rare Events in News Stream. | Nuno Moniz, Lus Torgo, Magdalini Eirinaki |
| 2016 | SEKE | PRO-Fit: A personalized fitness assistant framework. | Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Shaurya Chawla, Magdalini Eirinaki |
| 2015 | RecSys | HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems. | Pigi Kouki, Shobeir Fakhraei, James R. Foulds, Magdalini Eirinaki, Lise Getoor |
| 2014 | RecSys | Aspect-based opinion mining and recommendationsystem for restaurant reviews. | Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki |
| 2014 | RecSys | Using Social Data for Personalizing Review Rankings. | Vaishak Suresh, Syeda Roohi, Magdalini Eirinaki, Iraklis Varlamis |
| 2012 | SEKE | A Mobile Application for Stock Market Prediction Using Sentiment Analysis. | Kushal Jangid, Pratik Paul, Magdalini Eirinaki |
| 2011 | ICDM | AskUs: An Opinion Search Engine. | Shamita Pisal, Japinder Singh, Magdalini Eirinaki |
| 2011 | WEBIST | A Personalized Forum Environment. | Anna Stavrianou, Magdalini Eirinaki |
| 2010 | ICDM | QueRIE: A Query Recommender System Supporting Interactive Database Exploration. | Sarika Mittal, Jothi Swarubini Vindhiya Varman, Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis |
| 2009 | SSDBM | Query Recommendations for Interactive Database Exploration. | Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis |
| 2005 | ICDM | Usage-Based PageRank for Web Personalization. | Magdalini Eirinaki, Michalis Vazirgiannis |
| 2003 | IJCAI | IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior. | Magdalini Eirinaki, Joannis Vlachakis, Sarabjot S. Anand |
| 2003 | KDD | SEWeP: using site semantics and a taxonomy to enhance the Web personalization process. | Magdalini Eirinaki, Michalis Vazirgiannis, Iraklis Varlamis |