I am an Assistant Professor at Binghamton University, working at the intersection of Network Science and Representation Learning.
See my profile at 👉 skojaku.github.io
- Marimo Walkthough skill - a skill to generate marimo notebook to walk through results of an experiment.
- Snakemake skill - a skill to generate & organize reproducible pipeline for research.
| code | tags |
|---|---|
| Degree-corrected link prediction benchmark | #network-science/link-prediction |
| Stacking model for link prediction | #network-science/link-prediction |
| LFR network | #network-science/community-detection |
| Element-centric similarity | #network-science/community-detection |
| Planted partition model | #network-science/community-detection |
| Statistical test for community detection | #network-science/community-detection |
| Belief propagation algorithm | #network-science/community-detection |
| Constructing networks from correlations | #network-science/correlation-networks |
| Citation cartel detection | #projects/citation-cartels |
| Core-periphery detection | #projects/core-periphery |
| My collection of graph embedding | #network-science/graph-embedding |
| residual2vec | #network-science/graph-embedding |
| FastRP | #network-science/graph-embedding |
| code | tags |
|---|---|
| Practical guide to sentence embedding | #machine-learning/text-embedding |
| Multilabel classification algorithms based on k-nearest neighbor algorithms | #machine-learning/classification |
| Birch algorithm based on cosine similarity | #machine-learning/clustering |
| vec2vec | #machine-learning/embedding |
| Equivariant Buddy | #machine-learning/embedding |
| code | tags |
|---|---|
| Openalex | #science-of-science/data |
| arxiv | #science-of-science/data |
| Case Law | #science-of-science/data |
| Long-term citation model | #science-of-science #network-science/citation-dynamics |
| Author-Paper-Citation Model | #science-of-science #network-science/citation-dynamics |
| Disruption index | #science-of-science #network-science/disruption-index |
| code | tags |
|---|---|
| doi2bibtex | #latex |
| json2slide | #teaching |