Prosecution Insights
Prosecution Insights
Listed by the USPTO as REN, ZHUBING
Tech Center 2600 • Art Units: 2483 2658
This examiner grants 72% of resolved cases
REN, ZHUBING is a USPTO patent examiner in tech center 2600 and art unit 2483. The profile covers 403 resolved cases, a 71.7% allowance rate, and a median of 1109 days to allowance. The interview lift is 42.1%, a substantial positive signal that distinguishes interview-associated prosecution from the overall allowance result.
Samsung Electronics Co., Ltd., Apple Inc., and Honda Motor Co., Ltd. are the listed companies. The listed firms are AMIN, TUROCY & WATSON, LLP, Artegis Law Group, LLP - Harman, and Command IP LLP. Counsel handling matters in this profile should give interviews a central role in prosecution planning, while recognizing that the median time to allowance indicates that interview strategy does not eliminate the need for extended case management.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18942767 | Adaptive Ambisonics Compression | Final Rejection | Samsung Electronics Co., Ltd. |
| 19060505 | MULTIMODAL REVERSAL OF TASKS | Non-Final OA | Apple Inc. |
| 19069469 | VOICE RECOGNITION DEVICE, VOICE RECOGNITION METHOD, AND STORAGE MEDIUM | Non-Final OA | HONDA MOTOR CO., LTD. |
| 19033295 | PERFORMING SPATIAL REASONING USING GENERATIVE LANGUAGE MODEL | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18885507 | DETECTION AND HANDLING OF ERRORS IN INPUT AND OUTPUT TO AND FROM A LARGE LANGUAGE MODEL | Final Rejection | Oracle International Corporation |
| 18948027 | ENABLING MULTI-LANGUAGE COLD START SEARCH USING A LARGE LANGUAGE MODEL | Final Rejection | Maplebear Inc. |
| 19037135 | METHOD AND SYSTEM FOR GENERATING TRAINING DATA FOR FINE-TUNING OF MACHINE LEARNING MODEL | Non-Final OA | HCL Technologies Limited |
| 18864789 | IN-VEHICLE GENERATION OF ROUTINES USING VOICE COMMANDS | Final Rejection | HARMAN INTERNATIONAL INDUSTRIES, INCORPORATED |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy71.7% of resolved applications examined by Zhubing Ren were allowed (403 resolved cases), compared with 63.2% across Art Unit 2483 over the last five years.
This examiner's interview lift is +42.1 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Zhubing Ren took 1,109 days on average from filing to allowance.
Zhubing Ren examines applications in Art Unit 2483 in Tech Center 2600 (Communications).