Projects

A Survey on Non-black-box Simulator of Zero-knowledge Interactive proofs
Surveys over FLS-type protocal and its application over non-black-box simulator in zero-knowledge proof.
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A Survey on Non-black-box Simulator of Zero-knowledge Interactive proofs
Improvement of Random Matrix Factorization of Large-scale Network Embedding
It improves NetMF embedding algorithm by single-view SVD, avoids storage of dense matrix and saves space. Besides, it sets the decay rate of singular value and uses freigs algorithm to speed up the factorization, achieves linear bound.
Code
Improvement of Random Matrix Factorization of Large-scale Network Embedding
Comprehensive and distinguishable graph-linked embedding for multi-omics single-cell data integration
It solve the indistinguishability of aggregating multi-omics data on the graph for the graph-linked embedding. Besides, it enriches the multi-omics information of graph embedding by using multiple aggregators in the GNN
Code
Comprehensive and distinguishable graph-linked embedding for multi-omics single-cell data integration