The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 28, 2026

Filed:

Dec. 29, 2022
Applicant:

Tsinghua University, Beijing, CN;

Inventors:

Wenwu Zhu, Beijing, CN;

Xin Wang, Beijing, CN;

Zhikun Wei, Beijing, CN;

Assignee:

TSINGHUA UNIVERSITY, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/2453 (2019.01); G06N 3/04 (2023.01); G06N 3/096 (2023.01);
U.S. Cl.
CPC ...
G06F 16/2453 (2019.01); G06N 3/04 (2013.01); G06N 3/096 (2023.01);
Abstract

An integrated architecture searching system for a click-through rate prediction model is provided. The system includes a first search space configured to search for embedding vector dimensions of features and determine a matching embedding vector dimension for each pair of the features; a second search space configured to obtain a feature interaction result by searching for a feature interaction sub-network and a feature interaction combination; and a third search space configured to obtain a click-through rate prediction value by incorporating the feature interaction result into an high-order implicit feature interaction search space and performing high-order implicit feature interaction on deep networks of different layers.


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