Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2122 2124 2142 2144 2175 4100
This examiner grants 63% of resolved cases
Hwei-Min Lu serves in Tech Center 4100 and Art Unit 2122. The examiner has 240 resolved cases and an allowance rate of 63.3 percent. This 63.3 percent rate reflects the level of difficulty for the unit. The median days to allowance is 1083, providing a specific timeline for applicants to anticipate when seeking a grant.
The interview lift is 40.2 percent, which is a substantial increase over the baseline. This 40.2 percent lift suggests that interviews are highly effective at moving cases toward allowance. Given the 240 resolved cases, this metric is a reliable indicator that verbal communication can significantly improve prosecution results. The 63.3 percent allowance rate is a strong foundation that is further bolstered by these interactions.
In Art Unit 2122, the 1083-day median pendency can be navigated more successfully by employing the 40.2 percent interview lift. Practitioners should prioritize interviews with Hwei-Min Lu to leverage this advantage. These figures from Tech Center 4100 offer a clear strategic path for securing patent rights based on the 240 resolved cases.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18399061 | ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18012292 | Portion-Specific Model Compression for Optimization of Machine-Learned Models | Non-Final OA | Google LLC |
| 18633947 | HAND GESTURE INPUT FOR WEARABLE SYSTEM | Non-Final OA | Magic Leap, Inc. |
| 18636878 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM OF DATA LABELING | Non-Final OA | Beijing Zitiao Network Technology Co., Ltd. |
| 18652008 | Computer-Implemented Method to Execute a Softmax Function Using Piecewise Approximation | Non-Final OA | Aptiv Technologies AG |
| 18204247 | DIRECTED MANAGEMENT OF INTERACTIVE ELEMENTS IN AN INTERACTIVE ENVIRONMENT UTILIZING MACHINE LEARNING | Final Rejection | Microsoft Technology Licensing, LLC |
| 18548906 | MACHINING CONDITION ESTIMATION DEVICE | Final Rejection | FANUC CORPORATION |
| 18405462 | PROCESS CONTROL BASED ON SIMULTANEOUS MACHINE LEARNING OF SPATIAL AND TEMPORAL RELATIONS OF TIME SERIES DATA | Non-Final OA | International Business Machines Corporation |
| 18228415 | Multi-Modality Aware Transformer | Final Rejection | International Business Machines Corporation |
| 18343104 | CONTEXTUAL BANDIT WITH TRENDING REWARD FUNCTION | Non-Final OA | International Business Machines Corporation |
| 18331400 | MACHINE LEARNING FOR SEMI-SUPERVISED WORKLOAD CLASSIFICATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18576651 | COMPUTER-IMPLEMENTED METHOD FOR GENERATING A COMBINED MACHINE LEARNING MODEL | Non-Final OA | Siemens Aktiengesellschaft |
| 18441328 | TEXT ERROR CORRECTION METHOD AND SYSTEM, ELECTRONIC DEVICE, AND MEDIUM | Non-Final OA | Beijing Youzhuju Network Technology Co., Ltd. |
| 18585797 | Microwave Pulse Generator and Quantum Computer | Non-Final OA | Hitachi, Ltd. |
| 18232063 | METHOD FOR GENERALIZED AND ALIGNMENT MODEL FOR REPAIR RECOMMENDATION | Non-Final OA | HITACHI, Ltd. |
| 18077410 | FEDERATED LEARNING FOR MEDIA CONTENT RECOMMENDATION | Non-Final OA | Lemon Inc. |
| 17761504 | LIST FLOW IMPLEMENTATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | Final Rejection | Beijing Bytedance Network Technology Co., Ltd. |
| 18654953 | SYSTEMS AND METHODS OF RESOURCE CONFIGURATION OPTIMIZATION FOR MACHINE LEARNING WORKLOADS | Non-Final OA | HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP |
| 17999402 | INSTRUCTION FOR UE TO START AI, ML BY BASE STATION | Non-Final OA | RAKUTEN MOBILE, INC. |
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