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For the Inventor, By the Inventor

San Jose, CA, United States of America

Liang Gou

USPTO Granted Patents = 25 

Average Co-Inventor Count = 4.2

ph-index = 3

Forward Citations = 21(Granted Patents)


Location History:

  • Foster City, CA (US) (2021)
  • San Jose, CA (US) (2017 - 2024)

Company Filing History:

goldMedal9 out of 164,108 
 
International Business Machines Corporation
 patents
silverMedal9 out of 2,512 
 
Visa International Service Association
 patents
bronzeMedal6 out of 29,302 
 
Robert Boschgmbh
 patents
4. 1 out of 1 
 
Visa International Service Application
 patent

Years Active: 2017-2025

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25 patents (USPTO):
1. 12205044 - Dynamic graph representation learning via attention networks (2025-01-21),
2. 12145592 - Systems and methods for multi-modal data augmentation for perception tasks in autonomous driving (2024-11-19),
3. 12118439 - Mixed-initiative machine learning systems and methods for determining segmentations (2024-10-15),
4. 12051238 - System and method with visual concept framework for self-supervised semantic segmentation (2024-07-30),
5. 12039458 - System, method, and computer program product for incorporating knowledge from more complex models in simpler models (2024-07-16),
6. 11978246 - Method, system, and computer program product for implementing reinforcement learning (2024-05-07),
7. 11836159 - System, method, and computer program product for analyzing a relational database using embedding learning (2023-12-05),
8. 11803616 - Function testing for movable objects in safety critical applications with spatial representation learning and adversarial generation (2023-10-31),
9. 11763135 - Concept-based adversarial generation method with steerable and diverse semantics (2023-09-19),
10. 11694064 - Method, system, and computer program product for local approximation of a predictive model (2023-07-04),
11. 11593659 - Method, system, and computer program product for implementing reinforcement learning (2023-02-28),
12. 11587330 - Visual analytics platform for updating object detection models in autonomous driving applications (2023-02-21),
13. 11487997 - Method, system, and computer program product for local approximation of a predictive model (2022-11-01),
14. 11315149 - Brand personality inference and recommendation system (2022-04-26),
15. 11301724 - Semantic adversarial generation based function testing method in autonomous driving (2022-04-12),

Title: Liang Gou: Innovating the Future of Autonomous Driving and Data Analysis

Introduction: Liang Gou is a prominent inventor based in San Jose, California, with an impressive portfolio of 25 patents. His work primarily focuses on advanced techniques in data analysis and perception tasks, specifically in the realms of machine learning and autonomous driving.

Latest Patents: Liang's latest patents showcase his innovative contributions to technology. One of his significant inventions is titled "Dynamic Graph Representation Learning via Attention Networks." This method involves an analysis computer that extracts multiple datasets from graph snapshots using a structural self-attention module. Furthermore, it allows the extraction of a second dataset through a temporal self-attention module, culminating in graph context prediction.

Another notable invention is "Systems and Methods for Multi-Modal Data Augmentation for Perception Tasks in Autonomous Driving." This method involves a detailed approach to enhance perception tasks related to autonomous vehicle control by analyzing current statistical distributions of object types and generating augmented datasets as needed.

Career Highlights: Liang Gou has worked with renowned companies such as IBM and Visa International Service Association. His experience in these organizations has contributed significantly to his innovative ideas and expertise in applying advanced techniques in real-world applications.

Collaborations: Throughout his career, Liang has collaborated with notable individuals such as Hao Yang and Wei Zhang. These partnerships have likely enhanced his ability to develop cutting-edge innovations that push the boundaries of technology.

Conclusion: Liang Gou's contributions to innovations in data analysis and autonomous driving are noteworthy. With his 25 patents, he continues to influence the future of technology significantly, establishing himself as a key player in the field. His work not only showcases technological advancements but also inspires future innovations that will shape various industries.

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