Shen, Yanming

1. How Can Large Language Models Understand Spatial-Temporal Data?
   2024/01/25 by Lei Liu, Liu, Lei, Shuo Yu +7 · 11 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Topic Modeling
2. HousE: Knowledge Graph Embedding with Householder Parameterization
   2022/02/16 by Rui Li, Li, Rui, Jianan Zhao +21 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
3. A New Perspective on the Effects of Spectrum in Graph Neural Networks
   2021/12/14 by Mingqi Yang, Yang, Mingqi, Yanming Shen +9 · 2 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization
   2024/05/14 by Rui Li, Chaozhuo Li, Li, Rui +7 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Rough Sets and Fuzzy Logic
5. Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
   2025/01/02 by Yu, Shuo, Wang, Yingbo, Li, Ruolin +7 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion
   2023/05/23 by Rui Li, Xu Chen, Li, Rui +19 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Bayesian Modeling and Causal Inference
7. Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things
   2025/01/17 by Mengran Li, Junzhou Chen, Li, Mengran +11 · 1 citation
   Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
8. Bridging Molecular Graphs and Large Language Models
   2025/03/05 by Runze Wang, Min Yang, Wang, Runze +3 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science