Kuiyuan Yang

Future-aware geometry tokens enable autonomous vehicles to make safer and more efficient driving decisions, outperforming existing models.

Discrete-WAM enables compositional causal reasoning in autonomous driving, outperforming traditional methods that struggle with complex state-action dynamics.

Latent reasoning can beat explicit Chain-of-Thought – but only if you force it to learn causal dynamics via a visual world model, not just language.