Scholar
Simon Zhang
Google Scholar ID: A1LUTGMAAAAJ
Ohio State University
Citations & Impact
Citations
133
H-index
5
i10-index
4
Publications
8
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Ph.D. Thesis: 'Computing and Learning on Combinatorial Data', Purdue University Graduate School, 2025
- Published in Transactions on Machine Learning Research (TMLR), 2024: 'Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking'
- ICML 2023 Workshop paper: 'Adversarial Data Augmentations for Out-of-Distribution Generalization'
- Learning on Graphs Conference (LoG), 2022: 'GEFL: extended filtration learning for graph classification'
- ALENEX 2022: 'Approximating 1-Wasserstein Distance between Persistence Diagrams by Graph Sparsification'
- SoCG 2020: 'GPU-Accelerated Computation of Vietoris-Rips Persistence Barcodes'
- ICS 2019: 'HYPHA: a framework based on separation of parallelisms to accelerate persistent homology matrix reduction'
Co-authors