Zhou, Youjia

1. Experimental Observations of the Topology of Convolutional Neural Network Activations
   2022/12/01 by Purvine, Emilie, Brown, Davis, Jefferson, Brett +6 · 5 citations
   #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data
   2020/11/06 by Youjia Zhou, Zhou, Youjia, Nithin Chalapathi +7 · 3 citations
   Computer Science · #Computational Geometry (cs.CG) #Data Visualization and Analytics #Digital Image Processing Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Topological and Geometric Data Analysis
3. MVF Designer: Design and Visualization of Morse Vector Fields
   2019/12/19 by Youjia Zhou, Jānis Lazovskis, Zhou, Youjia +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Algebraic Topology (math.AT) #Cell Image Analysis Techniques #Combinatorics (math.CO) #Computational Geometry (cs.CG) #Digital Image Processing Techniques #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Graphics (cs.GR) #Topological and Geometric Data Analysis
4. Interpreting Graph Drawing with Multi-Agent Reinforcement Learning
   2020/11/02 by Safarli, Ilkin, Zhou, Youjia, Wang, Bei · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Topological Simplifications of Hypergraphs
   2021/04/22 by Zhou, Youjia, Rathore, Archit, Purvine, Emilie +1 · 1 citation
   #Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Human-Computer Interaction (cs.HC)
6. Hypergraph Co-Optimal Transport: Metric and Categorical Properties
   2021/12/07 by Samir Chowdhury, Chowdhury, Samir, Tom Needham +7 · 1 citation
   Computer Science · #Computational Geometry (cs.CG) #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Topological and Geometric Data Analysis