Scholar
Jacob Miller
Google Scholar ID: kggsAH0AAAAJ
Postdoctoral Fellow, TU Munich
Citations & Impact
Citations
56
H-index
5
i10-index
2
Publications
14
Co-authors
16
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Journal Papers:
- [1] Miller, Jacob, Dhruv Bhatia, Stephen Kobourov. "State of the Art of Graph Visualization in non-Euclidean Spaces" EuroVis STAR, CGF. 2024
- [2] Efrat, Alon, William Evans, Kassian Köck, Stephen Kobourov, Jacob Miller. "Visualization of Bipartite Graphs in Limited Window Size" Acta Informatica. 2025.
- Conference Papers:
- [1] Miller, Jacob, Stephen Kobourov, and Vahan Huroyan. "Browser-based hyperbolic visualization of graphs." 2022 IEEE 15th Pacific Visualization Symposium (PacificVis). IEEE, 2022.
- [2] Miller, Jacob, Vahan Huroyan, and Stephen Kobourov. "Spherical Graph Drawing by Multi-dimensional Scaling." International Symposium on Graph Drawing and Network Visualization. Cham: Springer International Publishing, 2022.
- [3] Miller, Jacob, Mohammad Ghoniem, Hsiang-Yun Wu, Helen Purchase. "On the Perception of Small Sub-graphs." International Symposium on Graph Drawing and Network Visualization. Cham: Springer Nature Switzerland, 2023.
- [4] Miller, Jacob, Vahan Huroyan, and Stephen Kobourov. "Balancing Between the Local and Global Structures (LGS) in Graph Embedding." International Symposium on Graph Drawing and Network Visualization. Cham: Springer Nature Switzerland, 2023.
- [5] Miller, Jacob, Vahan Huroyan, Raymundo Navarrete, Md Iqbal Hossain, Stephen Kobourov. "ENS-t-SNE: Embedding Neighborhoods Simultaneously t-SNE" 2024 IEEE 17th Pacific visualization Symposium (PacificVis). IEEE, 2024
- [6] Mooney, Gavin J., Helen Purchase, Michael Wybrow, Stephen Kobourov, and Jacob Miller. "The Perception of Stress in Graph Drawings" International Symposium on Graph Drawing and Network Visualization. 2024
- [7] Miller, Jacob, Dhruv Bhatia, Helen Purchase, Stephen Kobourov. "Euclidean, Hyperbolic, and Spherical Networks: An Empirical Study of Matching Network Structure to Best Visualizations" (to appear) EuroVis 2025.
- Short and Workshop Papers:
- [1] Mackey, Patric, Jacob Miller, Liz Faultersack. "Improving Property Graph Layouts by Leveraging Attribute Similarity for Structurally Equivalent Nodes" 2024 IEEE VIS Short Papers.
- [2] Smelser, Kiran, Jacob Miller, Stephen Kobourov. "'Normalized Stress' is Not Normalized: How to Interpret Stress Correctly" 2024 BELIV Workshop.
Research Experience
- Published papers in multiple international conferences and participated in several research projects.
Education
- Ph.D. in Computer Science from the University of Arizona (2024), Advisor: Stephen Kobourov; B.S. in Computer Science from Southwestern Oklahoma State University (2020).
Background
- Primary research interest: network visualization, particularly network layout. Currently a postdoctoral fellow at TU Munich.
Miscellany
- GitHub: https://github.com/JacobMiller
