Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2147 2164 2175 3656 4100
This examiner grants 75% of resolved cases
Hien Luongvan Duong is an examiner in Tech Center 4100, specifically Art Unit 2147. He has managed 665 resolved cases. This volume of work provides a significant sample size for evaluating his performance in the computer architecture and software fields. His experience in Art Unit 2147 suggests a specialized understanding of the technical challenges inherent in these sectors.
The examiner's allowance rate is 75.0 percent. He also shows a significant interview lift of 23.1 percent. This high lift indicates that engaging in an interview is a very effective strategy, providing a substantial increase in the probability of allowance. For practitioners, the 23.1 percent increase suggests that direct communication is a key tool for resolving complex issues and moving cases toward a grant in Duong's docket.
The median days to allowance for his cases is 1092. This duration indicates a standard prosecution cycle. When considered alongside the 75.0 percent allowance rate, the 1092-day median suggests that applicants can expect a predictable path to success. The 23.1 percent interview lift may be a critical factor in navigating this timeline and ensuring that the 75.0 percent likelihood of allowance is achieved as efficiently as possible.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18582246 | SYSTEMS AND METHODS FOR PREDICTING A SET OF PROBABLE CLASSES FOR TEST DATA | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17987905 | ARTIFICIAL INTELLIGENCE MODEL CONTROL SYSTEM | Non-Final OA | ASUSTeK COMPUTER INC. |
| 17651412 | SYSTEMS AND METHODS FOR CONTROLLING A SURGICAL PUMP USING ENDOSCOPIC VIDEO DATA | Non-Final OA | Stryker Corporation |
| 18087586 | GENERATING OBJECT DATA USING A DIFFUSION MODEL | Final Rejection | Zoox, Inc. |
| 17745715 | NEURAL NETWORKS WITH FEEDFORWARD SPATIAL TRANSFORMATION UNITS | Final Rejection | Google LLC |
| 17541091 | METHOD(S) AND SYSTEM(S) FOR IMPROVED EFFICIENCY IN FEDERATED LEARNING OF MACHINE LEARNING MODEL(S) | Final Rejection | GOOGLE LLC |
| 17456455 | MAINTENANCE COMPUTING SYSTEM AND METHOD FOR AIRCRAFT WITH PREDICTIVE CLASSIFIER | Final Rejection | The Boeing Company |
| 18731902 | SYSTEMS AND METHODS FOR SPARSE DATA MACHINE LEARNING | Non-Final OA | Walmart Apollo, LLC |
| 18279362 | METHOD AND APPARATUS FOR ENABLING ARTIFICIAL INTELLIGENCE SERVICE IN M2M SYSTEM | Final Rejection | Industry Academy Cooperation Foundation of Sejong University |
| 18570165 | Robotic Systems and Methods Used to Update Training of a Neural Network Based upon Neural Network Outputs | Non-Final OA | ABB Schweiz AG |
| 18381394 | FEDERATED LEARNING SYSTEM, FEDERATED LEARNING METHOD, AND FEDERATED LEARNING PROGRAM | Non-Final OA | Hitachi, Ltd. |
| 18518182 | Data Leak Detection in Generative Artificial Intelligence Model Output | Non-Final OA | Bank of America Corporation |
| 18342469 | GENERATING AND PROVIDING MORPHING ASSISTANT INTERFACES THAT TRANSFORM ACCORDING TO ARTIFICIAL INTELLIGENCE SIGNALS | Final Rejection | Dropbox, Inc. |
| 18225970 | INSTANCE RECOMMENDATIONS FOR MACHINE LEARNING WORKLOADS | Final Rejection | ADOBE INC. |
| 18581036 | METHOD FOR CLASSIFYING QUALITY OF BIOLOGICAL SENSOR DATA | Non-Final OA | Hoffmann-La Roche Inc. |
| 18522910 | SYSTEM AND METHOD OF CREATING INTERPRETABLE LATENT REPRESENTATIONS OF AN ARTIFICIAL INTELLIGENCE MODEL | Non-Final OA | AUTOBRAINS TECHNOLOGIES LTD. |
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