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• LISA: Layerwise Importance Sampling For Memory-efficient Large Language Model Fine-tuning
  2024 · 106 citations
• LongGenBench: Long-context Generation Benchmark
  2024 · 4 citations
• GlobalDentBench: A Multinational Benchmark for Evaluating LLM Clinical Reasoning in Dentistry with Expert Calibration
  2026
• MDN: Parallelizing Stepwise Momentum for Delta Linear Attention
  2026
• Position: LLM Inference Should Be Evaluated as Energy-to-Token Production
  2026
• δ-mem: Efficient Online Memory for Large Language Models
  2026
• MinT: Managed Infrastructure for Training and Serving Millions of LLMs
  2026
• Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
  2025
• ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
  2025
• Can LLMs Maintain Fundamental Abilities under KV Cache Compression?
  2025
• Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research