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Yixin Liu

16 papers · 857 citations
Most-cited papers
  • Metatool Benchmark For Large Language Models: Deciding Whether To Use Tools And Which To Use
    2023 · 184 citations
  • Benchmarking Generation And Evaluation Capabilities Of Large Language Models For Instruction Controllable Summarization
    2023 · 88 citations
  • Improving Large Language Model Fine-tuning For Solving Math Problems
    2023 · 69 citations
  • Docmath-eval: Evaluating Math Reasoning Capabilities Of Llms In Understanding Long And Specialized Documents
    2023 · 43 citations
  • Assemble Your Crew: Automatic Multi-agent Communication Topology Design Via Autoregressive Graph Generation
    2025 · 1 citations
  • Blindguard: Safeguarding Llm-based Multi-agent Systems Under Unknown Attacks
    2026
  • Goagent: Group-of-agents Communication Topology Generation For Llm-based Multi-agent Systems
    2026
  • Graph-augmented Large Language Model Agents: Current Progress And Future Prospects
    2025
Topics
Multi-AgentEvaluationPromptingFine-TuningCode AgentsAgenticTraining TechniquesPlanningMemory

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