He, Shenghua

1. PlanGenLLMs: A Modern Survey of LLM Planning Capabilities
   2025/02/16 by Zihao Zhang, Wei, Hui, Zhang, Zihao +7 · 26 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
2. Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates
   2024/08/23 by Hui Wei, Wei, Hui, Shenghua He +10 · 16 citations
   Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Legal Education and Practice Innovations
3. Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images
   2020/11/07 by He, Shenghua, Minn, Kyaw Thu, Solnica-Krezel, Lilianna +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
4. Response-Level Rewards Are All You Need for Online Reinforcement Learning in LLMs: A Mathematical Perspective
   2025/06/03 by He, Shenghua, Xia, Tian, Zhou, Xuan +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)