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Ran, Yide

  1. Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity
    2024/06/05 by Wentao Guo, Guo, Wentao, Jikai Long +21 · 9 citations
    Engineering · Mathematics · #Electromagnetic Simulation and Numerical Methods #Particle accelerators and beam dynamics #Numerical methods for differential equations
  2. ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency
    2024/07/23 by Yuhang Yao, Han Seung Jin, Yao, Yuhang +17 · 3 citations
    Business, Management and Accounting · Engineering · #Distributed #FOS: Computer and information sciences #Innovation and Socioeconomic Development #Machine Learning (cs.LG) #Parallel #Smart Grid Energy Management #and Cluster Computing (cs.DC)
  3. ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation
    2025/03/02 by Pan, Yanzhou, Lin, Huawei, Ran, Yide +5 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)