Listed by the USPTO as ZENG, WENWEI
Tech Center 4100 • Art Units: 2146 4100
This examiner grants 0% of resolved cases
ZENG, WENWEI has resolved 1 case in Tech Center 4100 and Art Unit 2146. The allowance rate is 0.0%, and the interview lift is also 0.0%. The median time to allowance is 1348 days. Because the resolved-case record is limited, these figures provide a narrow basis for evaluating prosecution tendencies, but they do identify a proceeding that did not result in an allowance within the reported record.
The listed companies are International Business Machines Corporation, Samsung Electronics Co., Ltd., and Canon Inc. The listed firms are Bayramoglu Law Offices LLC, BIRCH STEWART KOLASCH & BIRCH, LLP, and BROOKS, CAMERON & HUEBSCH, PLLC. These names may help practitioners locate comparable representation and technology portfolios in the art unit.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18210967 | ELECTRONIC DEVICE FOR DETERMINING INFERENCE DISTRIBUTION RATIO OF ARTIFICIAL NEURAL NETWORK AND OPERATING METHOD OF THE ELECTRONIC DEVICE | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18361238 | KNOWLEDGE DISTILLATION FOR FAST ULTRASOUND HARMONIC IMAGING | Final Rejection | Canon Kabushiki Kaisha |
| 18424689 | NOISE SCHEDULING FOR DIFFUSION NEURAL NETWORKS | Non-Final OA | Google LLC |
| 18360234 | OPERATIONS RESEARCH AND OPTIMIZATION METHOD, APPARATUS, AND COMPUTING DEVICE | Final Rejection | HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD. |
| 18664531 | QUANTIZATION-AWARE TRAINING FOR MACHINE LEARNING MODEL ADAPTERS | Non-Final OA | QUALCOMM Incorporated |
| 18526561 | MONITORING HEALTH OF NETWORK APPLICATION BY COMBINING PREDICTIONS FROM DISPARATE DATA SOURCES | Non-Final OA | Royal Bank of Canada |
| 18243514 | APPARATUS FOR ESTIMATING UNCERTAINTY OF AN ARTIFICIAL NEURAL NETWORK MODEL AND A METHOD THEREOF | Final Rejection | KIA CORPORATION |
| 18392732 | DATA PROCESSING DEVICE AND DATA PROCESSING METHOD | Non-Final OA | Mitsubishi Electric Corporation |
| 18393357 | MACHINE LEARNING MODEL AGGREGATION | Non-Final OA | Micron Technology, Inc. |
| 18303525 | SYSTEMS AND METHODS FOR GENERATING MODEL ARCHITECTURES FOR TASK-SPECIFIC MODELS IN ACCELERATED TRANSFER LEARNING | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18633992 | TRAINING AND USING AN EXTRACTION MACHINE LEARNING MODEL BASED ON PREDICTING ANNOTATION QUALITY | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18451394 | QUESTION ANSWERING SYSTEM WITH USER CONTEXT | Final Rejection | International Business Machines Corporation |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy0.0% of resolved applications examined by Wenwei Zeng were allowed (1 resolved cases), compared with 71.7% across Art Unit 2146 over the last five years.
This examiner's interview lift is +0.0 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Wenwei Zeng took 1,348 days on average from filing to allowance.
Wenwei Zeng examines applications in Art Unit 2146 in Tech Center 4100.
