Liming Pan
- Competing spreading dynamics in simplicial complex
2021/05/18 by Wenyao Li, Li, Wenyao, Xiaoyu Xue +6 · 4 citations
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Evolutionary Game Theory and Cooperation
- Homophily modulates double descent generalization in graph convolution networks
2022/12/26 by Cheng Shi, Shi, Cheng, Liming Pan +5 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence
- Neural Link Prediction with Walk Pooling
2021/10/08 by Liming Pan, Pan, Liming, Shi, Cheng +2 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Spring-block theory of feature learning in deep neural networks
2024/07/28 by Shi, Cheng, Liming Pan, Ivan Dokmanić +2 · 1 citation
Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Mechanics (cond-mat.stat-mech)