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Junlin Liu
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Junlin Liu14 visible / 14 total nodes / 75 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipJunlin LiuAJunlin LiuResearcherThe Coupling Tax: How Shared Token Budgets Undermine Visible Chain-of-Thought Under Fixed Output LimitsWThe Coupling Tax: How S...preprint / 2026Gradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix WorksWGradient Starvation in ...preprint / 2026Jianan WuAJianan WuResearcherZhang ZijianAZhang ZijianResearcherJyh-Shing Roger JangAJyh-Shing Roger JangResearcherZiwei LiAZiwei LiResearcherWenhua NieAWenhua NieResearcherYilong FanAYilong FanResearcherHaoran ZhengAHaoran ZhengResearcherZheng LinAZheng LinResearcherZijie MengAZijie MengResearcherMachine LearningTMachine Learning49008 worksEnergon: Towards Efficient Acceleration of Transformers Using Dynamic Sparse AttentionWEnergon: Towards Effici...preprint / 2022
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Junlin Liu

Researcher

PaperThe Coupling Tax: How Shared Token Budgets Undermine Visible Chain-of-Thought Under Fixed Output LimitsAuthorship / preprint / 2026PaperGradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix WorksAuthorship / preprint / 2026PersonJianan WuCo-authorship / ResearcherPersonZhang ZijianCo-authorship / ResearcherPersonJyh-Shing Roger JangCo-authorship / ResearcherPersonWenhua NieCo-authorship / ResearcherPersonYilong FanCo-authorship / ResearcherPersonHaoran ZhengCo-authorship / Researcher

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