3 papers
cs.LG2026
Generating Intervention Hypotheses using Explainable Explanations on Graphs: G2I, a Two-Stage Greedy Framework
Mulin Tian, Ajitesh Srivastava
Real-world decision-making in public health and social science can greatly benefit from predictive models, yet translating predictions into effective interventions requires explain…
cs.LG2025
TrendGNN: Towards Understanding of Epidemics, Beliefs, and Behaviors
Mulin Tian, Ajitesh Srivastava
Epidemic outcomes have a complex interplay with human behavior and beliefs. Most of the forecasting literature has focused on the task of predicting epidemic signals using simple m…
cs.CV2024
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
Mulin Tian, Mahyar Khayatkhoei, Joe Mathai +1
Deepfake videos present an increasing threat to society with potentially negative impact on criminal justice, democracy, and personal safety and privacy. Meanwhile, detecting deepf…