4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.CY2026★ 4 cited
Who is Responsible? The Data, Models, Users or Regulations? A Comprehensive Survey on Responsible Generative AI for a Sustainable Future
Shaina Raza, Rizwan Qureshi, Anam Zahid +14
Generative AI is rapidly moving from research to deployment, elevating the need for responsible development, evaluation, and governance. We conduct a PRISMA guided review of 232 st…
cs.AI2026
ViLBias: Detecting and Reasoning about Bias in Multimodal Content
Shaina Raza, Caesar Saleh, Azib Farooq +11
Detecting bias in multimodal news requires models that reason over text--image pairs, not just classify text. In response, we present ViLBias, a VQA-style benchmark and framework f…
cs.LG2025
FairUDT: Fairness-aware Uplift Decision Trees
Anam Zahid, Abdur Rehman Ali, Shaina Raza +3
Training data used for developing machine learning classifiers can exhibit biases against specific protected attributes. Such biases typically originate from historical discriminat…