The Power of Transfer Learning in Agricultural Applications: AgriNet. - Zahraa Al Sahili; Mariette Awad (CoRR, 2022)

Spatio-Temporal Graph Neural Networks: A Survey. - Zahraa Al Sahili; Mariette Awad (CoRR, 2023)

EquiPrompt: Debiasing Diffusion Models via Iterative Bootstrapping in Chain of Thoughts. - Zahraa Al Sahili; Ioannis Patras; Matthew Purver (CoRR, 2024)

Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges. - Zahraa Al Sahili; Ioannis Patras; Matthew Purver (CoRR, 2024)

Scaling for Fairness? Analyzing Model Size, Data Composition, and Multilinguality in Vision-Language Bias. - Zahraa Al Sahili; Ioannis Patras; Matthew Purver (CoRR, 2025)

Towards deployment-centric multimodal AI beyond vision and language. - Xianyuan Liu; Jiayang Zhang; Shuo Zhou; Thijs L. van der Plas; Avish Vijayaraghavan; Anastasiia Grishina; Mengdie Zhuang; Daniel Schofield; Christopher Tomlinson; Yuhan Wang; Ruizhe Li; Louisa van Zeeland; et al. (CoRR, 2025)

Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models. - Zahraa Al Sahili; Ioannis Patras; Matthew Purver (CoRR, 2025)