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Chengyu Zou
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Chengyu Zou12 visible / 12 total nodes / 54 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onCo-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 onWorks onWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipChengyu ZouAChengyu ZouResearcherWhere Does Long-Context Supervision Actually Go? Effective-Context Exposure BalancingWWhere Does Long-Context...preprint / 2026Learning Less Is More: Premature Upper-Layer Attention Specialization Hurts Language Model PretrainingWLearning Less Is More: ...preprint / 2026Jinchang ZhuAJinchang ZhuResearcherRong FuARong FuResearcherRong FuARong FuResearcherJindong LiAJindong LiResearcherMenglin YangAMenglin YangResearcherChao WangAChao WangResearcherHaowei HeAHaowei HeResearcherYuwen HaoAYuwen HaoResearcherComputation and LanguageTComputation and Language14115 works
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Chengyu Zou

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PaperWhere Does Long-Context Supervision Actually Go? Effective-Context Exposure BalancingAuthorship / preprint / 2026PaperLearning Less Is More: Premature Upper-Layer Attention Specialization Hurts Language Model PretrainingAuthorship / preprint / 2026PersonJinchang ZhuCo-authorship / ResearcherPersonRong FuCo-authorship / ResearcherPersonJindong LiCo-authorship / ResearcherPersonMenglin YangCo-authorship / ResearcherPersonRong FuCo-authorship / ResearcherPersonChao WangCo-authorship / Researcher

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