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Shengcai Liu
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Shengcai Liu15 visible / 15 total nodes / 45 links

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Related contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalRelated contextShengcai LiuAShengcai LiuResearcherNeural QAOA$^{2}$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial OptimizationWNeural QAOA$^{2}$: Diff...preprint / 2026AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic DesignWAHD Agent: Agentic Rein...preprint / 2026Zubin ZhengAZubin ZhengResearcherJiahao WuAJiahao WuResearcherHaoze LvAHaoze LvResearcherNing LuANing LuResearcherZiang ZhouAZiang ZhouResearcherArtificial IntelligenceTArtificial Intelligence22915 worksquant-phTquant-ph17817 worksNeural and Evolutionary ComputingTNeural and Evolutionary...2839 worksSaliency Attack: Towards Imperceptible Black-box Adversarial AttackWSaliency Attack: Toward...preprint / 2022Training Quantized Deep Neural Networks via Cooperative CoevolutionWTraining Quantized Deep...preprint / 2022Few-shots Parallel Algorithm Portfolio Construction via Co-evolutionWFew-shots Parallel Algo...preprint / 2021A New Knowledge Gradient-based Method for Constrained Bayesian OptimizationWA New Knowledge Gradien...preprint / 2021
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Shengcai Liu

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PaperNeural QAOA2^{2}: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial OptimizationAuthorship / preprint / 2026PaperAHD Agent: Agentic Reinforcement Learning for Automatic Heuristic DesignAuthorship / preprint / 2026PersonZubin ZhengCo-authorship / ResearcherPersonJiahao WuCo-authorship / ResearcherPersonHaoze LvCo-authorship / ResearcherPersonNing LuCo-authorship / ResearcherPersonZiang ZhouCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 works

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