Runhua Zhao

This inventor holds 14 USPTO granted patents and 6 published patent applications, plus 2 CIPO patents. Top assignees: Intuit, Inc., Inuit, Inc.. Active years: 2020-2026.

USPTO Granted Patents = 14 (Patent Applications = 6)

% Patents Active = 100.0

CIPO Patents = 2 (Patent Applications = 2)

Average Co-Inventor Count = 1.9

ph-index = 1

Forward Citations = 6(Granted Patents)

Location History:

San Jose, CA (US) (2020 - 2024)
Mountain View, CA (US) (2023 - 2024)
Milpitas, CA (US) (2024)

Company Filing History:

Years Active: 2020-2026

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14 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12699854 - Adaptive confidence-based reasoning control for large language models (2026-08-04),

2. 12694210 - Multilingual, context-aware machine learning model configured for profanity detection and mitigation (2026-07-28),

3. 12657593 - Customer recognition system (2026-06-16),

4. 12229780 - Embedding service for unstructured data (2025-02-18),

5. 12038823 - Hierarchical attention time-series (HAT) model for behavior prediction (2024-07-16),

6. 12014429 - Calibrated risk scoring and sampling (2024-06-18),

7. 11954577 - Deep neural network based user segmentation (2024-04-09),

8. 11816718 - Heterogeneous graph embedding (2023-11-14),

9. 11741358 - Application recommendation machine learning system (2023-08-29),

10. 11568463 - Heterogeneous graph embedding (2023-01-31),

11. 11436119 - System and method for identifying at-risk users of a data management system and providing personalized attention to those users (2022-09-06),

12. 11379842 - Method and system for detecting fraudulent transactions using a fraud detection model trained based on dynamic time segments (2022-07-05),

13. 11113477 - Visualizing comment sentiment (2021-09-07),

14. 10789429 - Visualizing comment sentiment (2020-09-29),

Title: Runhua Zhao - Innovator in Behavior Prediction and Risk Scoring

Introduction

Runhua Zhao is a prominent inventor based in San Jose, CA (US). He has made significant contributions to the fields of behavior prediction and risk scoring, holding a total of 14 patents. His innovative work has garnered attention for its practical applications in technology and data analysis.

Latest Patents

One of Runhua Zhao's latest patents is the "Hierarchical attention time-series (HAT) model for behavior prediction." This invention provides techniques for predicting user behavior by analyzing activity data. The model segments user sessions and utilizes a hierarchical attention mechanism to generate predictions and explanatory information based on user actions. Another notable patent is for "Calibrated risk scoring and sampling." This method involves extracting features from records to generate risk scores using machine learning models. The records are then mapped to risk buckets, allowing for effective sampling and presentation of prepopulated forms to client devices.

Career Highlights

Runhua Zhao is currently employed at Intuit, Inc., where he continues to develop innovative solutions that enhance user experience and improve risk assessment processes. His work at Intuit has positioned him as a key player in the intersection of technology and data science.

Collaborations

Runhua has collaborated with talented individuals such as Chris Wang and Danni Jin, who contribute to the dynamic environment of innovation at Intuit.

Conclusion

Runhua Zhao's contributions to behavior prediction and risk scoring exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the field and improving user interactions through data-driven solutions.