Siyuan Huang

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authored 4 papers 2 days ago

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 52

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Paper • 2602.03036 • Published Feb 3 • 14

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published 4 days ago • 78

authored 3 papers 6 months ago

Spotlight on Token Perception for Multimodal Reinforcement Learning

Paper • 2510.09285 • Published Oct 10, 2025 • 37

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

Paper • 2509.24304 • Published Sep 29, 2025 • 5

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

Paper • 2503.01422 • Published Mar 3, 2025