🚀 Vamana-based approximate k-nearest neighbor search with filtered extensions. Implements SIGMOD 2023 contest specifications with performance optimizations.
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Jul 16, 2025 - C++
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knn-graph
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Correspondence-free pipeline for validating genomic diversity maps of sweet potato collections. PCA/UMAP + kNN graphs on DArT SNP matrices; PCA-30D vs autoencoders in n≪p regimes. Conference poster.
visualization python bioinformatics latex genomics reproducible-research pca autoencoder dimensionality-reduction peru umap plant-breeding sweet-potato knn-graph
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Apr 9, 2026 - Jupyter Notebook
Infra2Graph prototype for bridge impact assessment in city scale. The system integrates heterogeneous graph analysis and HGNN-based closure-impact prediction, with Exp-4-lite (kNN, no edge attributes, weak quantile-based weighting) adopted as the reference MVP configuration.
use-case osm-data graph-neural-networks mvp-prototype heterogeneous-graphs hgnn infrastructure-resilience knn-graph bridge-impact-analysis city-scale-modeling quantile-weighting infra2graph geospatial-graphs city2graph
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Apr 4, 2026 - HTML
This repository is a full-stack tool designed for the automated analysis and visualization of student programming assignments (specifically Java). It uses a "Graph-as-a-Service" approach to compare student submissions, detect similarities, and group them into clusters based on different analysis dimensions.
nextjs cytoscape graph-visualization software-metrics similarity-detection fastapi java-analysis knn-graph code-clustering
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May 14, 2026 - Python
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