Pengpeng Shao
- Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
2024/08/24 by Jinyang Wu, Shuai Zhang, Wu, Jinyang +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- DReSS: Data-driven Regularized Structured Streamlining for Large Language Models
2025/01/29 by Mingkuan Feng, Jinyang Wu, Feng, Mingkuan +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
2025/06/04 by Ruihan Jin, Jin, Ruihan, Pengpeng Shao +11 · 3 citations
Computer Science · Physics and Astronomy · #Natural Language Processing Techniques #Complex Network Analysis Techniques #Advanced Graph Neural Networks