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YZ
Researcher

Yikai Zhao

Senior Applied Scientist at Amazon

LinkedInWebsite

Yikai Zhao is a researcher who has published work on networking and systems topics

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Yangkun ZhangResearcher
1 article
Ruoyu QinResearcher
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Weiran HeResearcher
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Weixiao HuangResearcher
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Yikai Zhao as author

Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning
arXivresearchpositiveNov 23, 2025

Seer, an online context learning system, improves synchronous LLM reinforcement learning throughput by 74-97% and reduces long-tail latency by 75-93% through divided rollout, context-aware scheduling, and adaptive speculative decoding.

“Author of "Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning" on arXiv”

Reinforcement LearningLLMsAI InfrastructureFoundation Models