Peiyu Liu

1. A Survey of Large Language Models
   2023/03/31 by Wayne Xin Zhao, Kun Zhou, Zhao, Wayne Xin +41 · 6 voices · 314 citations
   #cs.CL #cs.AI
2. Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
   2023/07/16 by Peiyu Liu, Zikang Liu, Liu, Peiyu +13 · 6 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
3. WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
   2021/03/11 by Yuqi Huo, Huo, Yuqi, Manli Zhang +66 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
4. Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents
   2024/10/18 by Zihan Liu, Liu, Zihan, Dongxia Wang +12 · 7 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Flexible and Reconfigurable Manufacturing Systems #Industrial Automation and Control Systems #Petri Nets in System Modeling #Software Engineering (cs.SE)
5. Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
   2025/04/09 by Dong, Zican, Han Peng, Peiyu Liu +10 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
6. LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness
   2025/02/17 by Tong Ye, Ye, Tong, Huang, Weigang +10 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
7. Understanding the AI-powered Binary Code Similarity Detection
   2024/10/10 by Lirong Fu, Fu, Lirong, Peiyu Liu +13 · 1 citation
   Computer Science · #Software Engineering Research
8. How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices
   2025/10/21 by Han Peng, Peng, Han, Peiyu Liu +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling