Somerville, MA, United States of America

Sijia Liu

USPTO Granted Patents = 22 (Patent Applications = 9)

Average Co-Inventor Count = 4.7

ph-index = 3

Forward Citations = 53(Granted Patents)

Location History:

Cambridge, MA (US) (2010 - 2023)
Somerville, MA (US) (2022 - 2024)

Company Filing History:

22 out of 164,108

International Business Machines Corporation

patents

3 out of 612

Rensselaer Polytechnic Institute

patents

2 out of 8,369

Massachusetts Institute of Technology

where one patent can have more than one assignee

Years Active: 2010-2025

where 'Filed Patents' based on already Granted Patents

22 patents (USPTO):Sort by Forward Citations

Abstract keywords

1. 12481874 - Distributed adversarial training for robust deep neural networks (2025-11-25),

2. 12437193 - Multi-relational graph convolutional network (GCN) in risk prediction (2025-10-07),

3. 12242980 - Machine learning with multiple constraints (2025-03-04),

4. 12182698 - Interpretable visualization system for graph neural network (2024-12-31),

5. 12182274 - Testing adversarial robustness of systems with limited access (2024-12-31),

6. 12061991 - Transfer learning with machine learning systems (2024-08-13),

7. 11875489 - Detecting hybdrid-distance adversarial patches (2024-01-16),

8. 11836256 - Testing adversarial robustness of systems with limited access (2023-12-05),

9. 11763084 - Automatic formulation of data science problem statements (2023-09-19),

10. 11687777 - Certifiably robust interpretation (2023-06-27),

11. 11625487 - Framework for certifying a lower bound on a robustness level of convolutional neural networks (2023-04-11),

12. 11443069 - Root cause analysis of vulnerability of neural networks to adversarial examples (2022-09-13),

13. 11442986 - Graph convolutional networks for video grounding (2022-09-13),

14. 11416775 - Training robust machine learning models (2022-08-16),

15. 11397891 - Interpretability-aware adversarial attack and defense method for deep learnings (2022-07-26),

Title: The Innovative Mind of Sijia Liu

Introduction: Sijia Liu, a talented inventor based in Somerville, MA, is known for her groundbreaking contributions to the field of technology and innovation.

Latest Patents: Sijia Liu holds several patents in the areas of artificial intelligence, renewable energy, and sustainable technologies, showcasing her diverse range of expertise and interests.

Career Highlights: With a background in engineering and a passion for creating solutions to complex problems, Sijia Liu has had a successful career marked by numerous accolades and awards for her innovative inventions.

Collaborations: Throughout her career, Sijia Liu has collaborated with leading research institutions, universities, and tech companies to further develop and implement her cutting-edge ideas, solidifying her reputation as a visionary in the industry.

Conclusion: Sijia Liu's relentless pursuit of innovation and her commitment to pushing the boundaries of what is possible make her a true trailblazer in the world of inventions.

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9 patents pending:

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