| 2026 | AIME | Nutrilyzer: Vision-Based Nutritional Estimation for Postprandial Glucose Response Prediction. | El Arbi Belfarsi, Ahmed Amarak, Maria Valero, Valentina Nino, Katherine H. Ingram |
| 2026 | SIGCSE | Promoting Quantum-based Machine Learning through Multifaceted Activities. | Yong Shi, Dan C. Lo, Valentina Nino, Hongmei Chi, Kun Suo, Tu Nguyen |
| 2025 | ICCV | Sweating the Stress: GSR Insights into Cognitive Load and Distraction. | Santiago Clemente, Layla Varghese, Valentina Nino, Maria Valero |
| 2025 | RE | Technology Designed for Older Adults: You Can't Spell Stakeholder without Older! | Alicia M. Grubb, Valentina Nino, Israel Sanchez-Cardona, Paola Spoletini, Maria Valero |
| 2025 | RE | Designing Age-Friendly Apps: Mining Functional, Usability, and Privacy Requirements from Existing Mobile Applications. | Nancy Manasreh, Paola Spoletini, Maria Valero, Valentina Nino, Israel Sanchez-Cardona |
| 2023 | SIGITE | The Persisting Issue of Emergency Department (ED) Overcrowding: Enhancing the Application of Emergency Severity Index (ESI) through Data Analytics. | Lisero Mugula, Victoire Metuge, Maria Valero, Valentina Nino |