Enter inventor name

Yihua Liao

USPTO Granted Patents = 18 (Patent Applications = 6)

Average Co-Inventor Count = 5.2

ph-index = 4

Forward Citations = 49(Granted Patents)

Location History:

East Palo Alto, CA (US) (2019)
Fremont, CA (US) (2017 - 2024)
Palo Alto, CA (US) (2024)

Company Filing History:

Years Active: 2017-2025

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18 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12361680 - Webpage categorization based on image classification of webpage screen capture (2025-07-15),

2. 12326957 - Detecting organization sensitive data in images via customized deep learning classifier (2025-06-10),

3. 12315231 - Image classification and accelerated classification training using deep learning image fingerprinting models and indexed embeddings (2025-05-27),

4. 12266209 - Image classifier automated testing and outlier detection (2025-04-01),

5. 12243294 - Image fingerprinting conversion between different image fingerprinting models (2025-03-04),

6. 12231464 - Detecting phishing websites via a machine learning-based system using URL feature hashes, HTML encodings and embedded images of content pages (2025-02-18),

7. 11983955 - Image matching using deep learning image fingerprinting models and embeddings (2024-05-14),

8. 11947682 - ML-based encrypted file classification for identifying encrypted data movement (2024-04-02),

9. 11481709 - Calibrating user confidence in compliance with an organization's security policies (2022-10-25),

10. 11475158 - Customized deep learning classifier for detecting organization sensitive data in images on premises (2022-10-18),

11. 11444978 - Machine learning-based system for detecting phishing websites using the URLS, word encodings and images of content pages (2022-09-13),

12. 11444951 - Reducing false detection of anomalous user behavior on a computer network (2022-09-13),

13. 11438377 - Machine learning-based systems and methods of using URLs and HTML encodings for detecting phishing websites (2022-09-06),

14. 11336689 - Detecting phishing websites via a machine learning-based system using URL feature hashes, HTML encodings and embedded images of content pages (2022-05-17),

15. 11310282 - Scoring confidence in user compliance with an organization's security policies (2022-04-19),

Title: Yihua Liao: Innovator in Image Classification Technology

Introduction

Yihua Liao is a prominent inventor based in Fremont, California, recognized for his significant contributions to the field of image classification technology. With an impressive portfolio of 16 patents, Liao has established himself as a thought leader in harnessing deep learning techniques to enhance image processing capabilities.

Latest Patents

Liao's most recent patents focus on advanced methodologies in image classification and accelerated classification training using deep learning models. One of his notable inventions is a system that generates image fingerprints, which are indexed using an approximate nearest neighbors (ANN) model. This innovative approach allows for identifying the most similar fingerprint even when images have been distorted, rotated, or cropped. The process involves clustering the indexed embeddings and labeling them, enabling users to input just a few images to facilitate quick classification based on similarity scores.

Additionally, he developed a system for image classifier automated testing and outlier detection. This system allows users to test an image classifier almost instantaneously by utilizing Leave One Out Cross Validation (LOOCV) methods, which yield quick quality indications. The system also provides real-time detection of outliers in provided images, enhancing the efficiency of image classification tasks.

Career Highlights

Throughout his career, Yihua Liao has worked with notable companies in the tech industry, including Netskope, Inc. and Facebook, Inc. His tenure at these organizations has allowed him to refine his skills and further his innovative pursuits in the realm of image processing.

Collaborations

Liao has collaborated with talented individuals such as Ari Azarafrooz and Yi Zhang, contributing to a wealth of ideas and inventions in the field. These collaborations reflect the dynamic environment in which he operates, fostering innovation and creativity.

Conclusion

Yihua Liao's contributions to image classification and deep learning technologies mark him as a key inventor in the industry. His pioneering patents and collaborative efforts continue to influence advancements in image processing, highlighting his vital role as an innovator in the tech landscape. As technology evolves, Liao's work stands as a testament to the power of innovation in solving complex challenges within the realm of image recognition and classification.

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