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Dongxin Guo
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Dongxin Guo17 visible / 17 total nodes / 80 links

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Co-authorshipCo-authorshipCo-authorshipRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextWorks onRelated contextWorks onRelated contextWorks onWorks onWorks onWorks onWorks onCo-authorshipCo-authorshipWorks onWorks onRelated contextWorks onWorks onWorks onRelated contextAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalDongxin GuoADongxin GuoResearcherEvoPref: Multi-Objective Evolutionary Optimization Discovers Diverse LLM Alignments Beyond Gradient DescentWEvoPref: Multi-Objectiv...preprint / 2026Parameter-Efficient Neuroevolution for Diverse LLM Generation: Quality-Diversity Optimization via Prompt Embedding EvolutionWParameter-Efficient Neu...preprint / 2026SAGA: Workflow-Atomic Scheduling for AI Agent Inference on GPU ClustersWSAGA: Workflow-Atomic S...preprint / 2026When Can Human-AI Teams Outperform Individuals? Tight Bounds with Impossibility GuaranteesWWhen Can Human-AI Teams...preprint / 2026When to Retrieve During Reasoning: Adaptive Retrieval for Large Reasoning ModelsWWhen to Retrieve During...preprint / 2026Bias by Necessity: Impossibility Theorems for Sequential Processing with Convergent AI and Human ValidationWBias by Necessity: Impo...preprint / 2026Siu Ming YiuASiu Ming YiuResearcherJikun WuAJikun WuResearcherJikun WuAJikun WuResearcherArtificial IntelligenceTArtificial Intelligence22915 worksComputation and LanguageTComputation and Language14115 worksMachine LearningTMachine Learning49008 worksNeural and Evolutionary ComputingTNeural and Evolutionary...2839 worksDistributed, Parallel, and Cluster ComputingTDistributed, Parallel, ...4102 worksOperating SystemsTOperating Systems170 worksInformation RetrievalTInformation Retrieval3870 works
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Dongxin Guo

Researcher

PaperEvoPref: Multi-Objective Evolutionary Optimization Discovers Diverse LLM Alignments Beyond Gradient DescentAuthorship / preprint / 2026PaperParameter-Efficient Neuroevolution for Diverse LLM Generation: Quality-Diversity Optimization via Prompt Embedding EvolutionAuthorship / preprint / 2026PaperSAGA: Workflow-Atomic Scheduling for AI Agent Inference on GPU ClustersAuthorship / preprint / 2026PaperWhen Can Human-AI Teams Outperform Individuals? Tight Bounds with Impossibility GuaranteesAuthorship / preprint / 2026PersonSiu Ming YiuCo-authorship / ResearcherPersonJikun WuCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 worksTopicComputation and LanguageWorks on / 14115 works

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