Machine learning model training

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2023 - Google Patents
Abstract Systems and methods for efficiently training a machine learning model are
presented. More particularly, using information regarding the relevant neighborhoods of …

Efficient processing of neighborhood data

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2022 - Google Patents
US11232152B2 - Efficient processing of neighborhood data - Google Patents
US11232152B2 - Efficient processing of neighborhood data - Google Patents Efficient …

Stable data-processing in a distributed computing environment

G Meng - US Patent 10,044,505, 2018 - Google Patents
A node in a distributed computing environment can generate key-value pairs. The node can
categorize the key-value pairs into bins, with each key-value pair being categorized into a …

Generating neighborhood convolutions within a large network

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2022 - Google Patents
Systems and methods for generating embeddings for nodes of a corpus graph are
presented. More particularly, opera tions for generation of an aggregated embedding vector …

Secured transfer of data between datacenters

P Eldridge - US Patent 10,375,034, 2019 - Google Patents
In various embodiments, a method of transferring data between datacenters may be
performed. The method may include running a first plurality of host programs and a first …

Generating neighborhood convolutions according to relative importance

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2022 - Google Patents
Systems and methods for generating embeddings for nodes of a corpus graph are
presented. More particularly, embed ding information of a target node may be based on the …

Efficient generation of embedding vectors of nodes in a corpus graph

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2022 - Google Patents
US11227012B2 - Efficient generation of embedding vectors of nodes in a corpus graph -
Google Patents US11227012B2 - Efficient generation of embedding vectors of nodes in a …

Protection of databases, data transmissions and files without the use of encryption

RM Harstad - US Patent 11,741,259, 2023 - Google Patents
A permutation algorithm using modular arithmetic is applied to the cells of one or more
specific fields of a database or other file type. This permutation reorders the cells of the …

Zero trust system and method for securing data

D Zircher - US Patent 11,921,875, 2024 - Google Patents
Generally, systems and methods for securely establishing data transfer, storage, and
execution are presented. The system may comprise a computing device that comprises at …

Generating neighborhood convolutions within a large network

J Leskovec, C Eksombatchai, K Chen, R He… - US Patent …, 2024 - Google Patents
Abstract Systems and methods for generating embeddings for nodes of a corpus graph are
presented. More particularly, operations for generation of an aggregated embedding vector …