Xiao-Yong Wei

Forget one-shot generation: Mol-Debate's iterative debate loop unlocks state-of-the-art molecular design by dynamically reconciling semantic intent with structural feasibility.

Sign language translation isn't just video-to-text – modeling it as cross-modal reasoning with latent "thoughts" dramatically improves accuracy and coherence.

LLMs struggle to maintain context and avoid distraction when reasoning about causality, leading to a significant performance drop as tasks increase in complexity.