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Xia Hu

19 papers · 343 citations
Most-cited papers
  • LLM Maybe Longlm: Self-extend LLM Context Window Without Tuning
    2024 · 165 citations
  • Learning To Compress Prompt In Natural Language Formats
    2024 · 51 citations
  • KV Cache Compression, But What Must We Give In Return? A Comprehensive Benchmark Of Long Context Capable Approaches
    2024 · 44 citations
  • Crisissense-llm: Instruction Fine-tuned Large Language Model For Multi-label Social Media Text Classification In Disaster Informatics
    2024 · 29 citations
  • Growlength: Accelerating Llms Pretraining By Progressively Growing Training Length
    2023 · 16 citations
  • Training-free Time Series Classification Via In-context Reasoning With LLM Agents
    2026
  • Lps-bench: Benchmarking Safety Awareness Of Computer-use Agents In Long-horizon Planning Under Benign And Adversarial Scenarios
    2026
  • Benchmarks For Trajectory Safety Evaluation And Diagnosis In Openclaw And Codex: Atbench-claw And Atbench-codex
    2026
  • BLASST: Dynamic Blocked Attention Sparsity Via Softmax Thresholding
    2026
Topics
EfficiencyEvaluationFine-TuningModel ArchitectureIn-Context LearningMulti-AgentSafetyBenchmarksCode AgentsCode

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