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Breeze's Projects

asap icon asap

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

cgmn icon cgmn

CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning

cpp_primer_practice icon cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库,包括笔记和课后练习答案。

d2match-icml23 icon d2match-icml23

Implementation of paper "D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching"

gedgnn icon gedgnn

The code repository of paper "Computing Graph Edit Distance via Neural Graph Matching" for PVLDB 2023.

genn-astar icon genn-astar

Implementation of our CVPR 2021 paper "Combinatorial Learning of Graph Edit Distance via Dynamic Embedding".

glsearch icon glsearch

GLSearch: Maximum Common Subgraph Detection via Learning to Search

gnn-pytorch icon gnn-pytorch

GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.

gpse icon gpse

Graph Positional and Structural Encoder

graph-hashing icon graph-hashing

GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases

graphotsim icon graphotsim

Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings

mcsplit-rl icon mcsplit-rl

A Learning based Branch and Bound for Maximum Common Subgraph related Problems

noah-ged icon noah-ged

Source code of “Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance Computation”, accepted by ICDE 2021. Authors: Lei Yang, Lei Zou.

selectivity icon selectivity

Selectivity Functions of Range Queries are Learnable∗

siep icon siep

implementation of state-of-the-art subgraph matching algorithms (including BoostISO)

subgraphmatching icon subgraphmatching

In-Memory Subgraph Matching: An In-depth Study by Dr. Shixuan Sun and Prof. Qiong Luo

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