Stephen Dean Guo

This inventor holds 29 USPTO granted patents and 6 published patent applications, primarily in Machine Learning Recommendations. Top assignee: Walmart Apollo, LLC. Active years: 2019-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Stephen Dean Guo. Retrieved from https://idiyas.com/inventor/stephen-dean-guo

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 29 (Patent Applications = 6)

% Patents Active = 96.6

Average Co-Inventor Count = 4.8

ph-index = 3

Forward Citations = 20(Granted Patents)

Company Filing History:

29 out of 2,323

Walmart Apollo, LLC

patents

Years Active: 2019-2026

Loading Chart...

Areas of Expertise:

Machine Learning

Personalized Recommendations

Neural Networks

Deep Learning

Customer Segmentation

Visual Product Recommendations

Real-Time Inferencing

Textual Data Generation

Data Ranking

Digital Advertisements

Multimodal Neural Graph

Attribute Extraction

29 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12632655 - Methods and apparatus to generate textual data using machine learning processes (2026-05-19),

2. 12093979 - Systems and methods for generating real-time recommendations (2024-09-17),

3. 12062081 - Gender attribute assignment using a multimodal neural graph (2024-08-13),

4. 12019639 - Methods and apparatus for automatically providing personalized search results (2024-06-25),

5. 11907999 - System, method, and computer readable medium for automatic item rankings (2024-02-20),

6. 11836782 - Personalized item recommendations through large-scale deep-embedding architecture with real-time inferencing (2023-12-05),

7. 11797624 - Personalized ranking using deep attribute extraction and attentive user interest embeddings (2023-10-24),

8. 11763349 - Methods and apparatus for automatically providing digital advertisements (2023-09-19),

9. 11734746 - Systems and methods for utilizing a convolutional neural network architecture for visual product recommendations (2023-08-22),

10. 11663645 - Methods and apparatuses for determining personalized recommendations using customer segmentation (2023-05-30),

11. 11636528 - Methods and apparatuses for recommending seasonal items (2023-04-25),

12. 11636267 - Methods and apparatus to generate textual data using machine learning processes (2023-04-25),

13. 11610249 - System, method, and computer readable medium for automatic item rankings (2023-03-21),

14. 11609919 - Methods and apparatus for automatically providing personalized search results (2023-03-21),

15. 11587139 - Gender attribute assignment using a multimodal neural graph (2023-02-21),

Title: The Innovative Journey of Stephen Dean Guo

Introduction:

Stephen Dean Guo, a visionary inventor based in Saratoga, CA, has made significant contributions to the field of technology with his groundbreaking innovations.

Latest Patents:

Stephen Dean Guo holds several patents in the areas of artificial intelligence, machine learning, and renewable energy technologies, showcasing his versatility and forward-thinking approach to invention.

Career Highlights:

With a background in engineering and computer science, Stephen Dean Guo has a successful track record of developing cutting-edge solutions that have revolutionized industries. His keen eye for identifying gaps in the market has led to the creation of disruptive technologies that have set new standards.

Collaborations:

Throughout his career, Stephen Dean Guo has collaborated with leading tech companies and research institutions to further enhance his inventions. His ability to work in multidisciplinary teams has resulted in the successful implementation of innovative ideas.

Conclusion:

Stephen Dean Guo's passion for innovation and his relentless drive to push the boundaries of what is possible make him a true pioneer in the world of technology. His inventive spirit continues to inspire the next generation of inventors and entrepreneurs.

Profile summary based on public USPTO records.

Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]

6 patents pending: