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Bryan Hooi

19 papers · 1009 citations
Most-cited papers
  • Exploring Collaboration Mechanisms For LLM Agents: A Social Psychology View
    2023 · 246 citations
  • G-retriever: Retrieval-augmented Generation For Textual Graph Understanding And Question Answering
    2024 · 242 citations
  • Unitime: A Language-empowered Unified Model For Cross-domain Time Series Forecasting
    2023 · 197 citations
  • Fake News In Sheep's Clothing: Robust Fake News Detection Against Llm-empowered Style Attacks
    2023 · 138 citations
  • Fidelis: Faithful Reasoning In Large Language Model For Knowledge Graph Question Answering
    2024 · 48 citations
  • Evotest: Evolutionary Test-time Learning For Self-improving Agentic Systems
    2025
  • Guiding VLM Agents With Process Rewards At Inference Time For GUI Navigation
    2025
  • Klong: Training LLM Agent For Extremely Long-horizon Tasks
    2026
  • Learning To Learn-at-test-time: Language Agents With Learnable Adaptation Policies
    2026
  • Monte Carlo Tree Search For Comprehensive Exploration In Llm-based Automatic Heuristic Design
    2025
Topics
EvaluationModel ArchitectureRAGSafety & AlignmentPromptingAgenticReinforcement LearningTraining TechniquesFine-TuningEfficiency

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