Graph-structured data are pervasive in the real-world such as social networks, molecular graphs and transaction networks.

Key questions about counterfactual thinking center on why and how they occur and what downstream cognitive and behavioral outcomes they engender. The functional theory of counterfactual thinking aims ...

As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice.

Counterfactual thinking -- considering a "turning point" moment in the past and alternate universes had it not occurred -- heightens one's perception of the moment as significant, and even fated ...

The power of counterfactual thinking is that forces us to step outside of our comfort zones. When we think about historical events, we have 20/20 hindsight -- so we forget how confusing and ...