Gui, Zhipeng

1. Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect
   2023/12/31 by Dehua Peng, Zhipeng Gui, Peng, Dehua +3 · 6 citations
   Computer Science · #Advanced Clustering Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
2. Sampling-enabled scalable manifold learning unveils the discriminative cluster structure of high-dimensional data
   2024/01/02 by Peng, Dehua, Gui, Zhipeng, Wei, Wenzhang +4 · 2 citations
   #FOS: Computer and information sciences #I.5.3 #Machine Learning (cs.LG)
3. Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking
   2023/09/15 by Wenzhang Wei, Zhipeng Gui, Wei, Wenzhang +8 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
4. Can Large Language Models Generate Geospatial Code?
   2024/10/13 by Shuyang Hou, Zhangxiao Shen, Hou, Shuyang +11 · 4 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Natural Language Processing Techniques #Software Engineering (cs.SE) #Web Data Mining and Analysis
5. PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
   2025/01/10 by Huang, Yangyu, Gao, Tianyi, Xu, Haoran +8 · 3 citations
   #Artificial Intelligence (cs.AI) #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #and Science (cs.CE)
6. Research on the Spatial Data Intelligent Foundation Model
   2024/05/30 by Wang, Shaohua, Xie, Xing, Li, Yong +28 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions
   2025/04/21 by Zhao, Shuxian, Gui, Jie, Dong, Minjing +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)