Siyuan Huang

Spotlight on Token Perception for Multimodal Reinforcement Learning

FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting

Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding