Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2117 2143 2165 2178 4100
This examiner grants 72% of resolved cases
Xuyang Xia is an examiner in Art Unit 2117 of Tech Center 4100, with 488 resolved cases. The allowance rate is 72.5 percent, which indicates that a majority of applications are eventually granted. This rate suggests a predictable environment for applicants seeking patent protection in this technology area.
The interview lift is 52.3 percent, which is a high figure that highlights the importance of direct communication. This lift suggests that interviews are an effective tool for overcoming rejections in this examiner's docket. Practitioners should leverage the 52.3 percent lift to bridge the gap from the 72.5 percent base allowance rate.
The median days to allowance is 1173, reflecting a prosecution timeline for reaching a grant. This duration is consistent with the 72.5 percent allowance rate and the volume of cases handled. Applicants should plan for this 1173-day period when managing their expectations for a grant in Tech Center 4100, using the 52.3 percent interview lift to maintain progress.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18726731 | METHOD AND DEVICE FOR PERFORMING ERROR CORRECTION ON ASYMMETRIC PAULI CHANNEL IN QUANTUM COMMUNICATION SYSTEM | Non-Final OA | LG ELECTRONICS INC. |
| 18141031 | LEARNING ACTIVE TACTILE PERCEPTION THROUGH BELIEF-SPACE CONTROL | Non-Final OA | SAMSUNG ELECTRONICS CO,LTD. |
| 18486807 | DISTRIBUTED LEARNING METHOD AND APPARATUS | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 18238016 | CONVOLUTIONAL NEURAL NETWORK PRUNING PROCESSING METHOD, DATA PROCESSING METHOD, AND DEVICE | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 18543533 | HYBRID GENERATIVE ARTIFICIAL INTELLIGENCE MODELS | Non-Final OA | QUALCOMM Incorporated |
| 18238532 | COMPUTER-READABLE RECORDING MEDIUM STORING OUTPUT PROGRAM, OUTPUT METHOD, AND INFORMATION PROCESSING APPARATUS | Non-Final OA | Fujitsu Limited |
| 18249214 | METHOD AND SYSTEM FOR PREDICTING TRAJECTORIES FOR MANEUVER PLANNING BASED ON A NEURAL NETWORK | Final Rejection | Continental Automotive Technologies GmbH |
| 18276016 | BUILDING AN EXPLAINABLE MACHINE LEARNING MODEL | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 18021412 | Handling Training of a Machine Learning Model | Non-Final OA | Telefonaktiebolaget LM Ericsson (PUBL) |
| 18736746 | UNIVERSAL EMBEDDING BASED ENTITY RETRIEVAL MODEL | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18536306 | OPTIMIZING CONTENT SERVICE THROUGH FINITE STATE MACHINE | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18543439 | DETECTING OUTLIERS DURING MACHINE LEARNING SYSTEM TRAINING | Non-Final OA | International Business Machines Corporation |
| 18531983 | SELECTIVE BREEDING FOR DIVERGENT NEURAL NETWORKS IN AN EDGE COMPUTING ENVIRONMENT | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18311504 | TRAINING MACHINE LEARNING MODELS ON PRIVATE DATA IN UNTRUSTED ENVIRONMENT USING ANONYMIZED DATA AND ENCRYPTED DATA | Non-Final OA | International Business Machines Corporation |
| 18300977 | Method for Quickly Starting Application Service, and Terminal | Final Rejection | Honor Device Co., Ltd. |
| 18298844 | RULE BASED PROCESS FLOW PREDICTION | Final Rejection | SAP SE |
| 18667823 | Computing System with Functionality Related to a Machine-Learning Model Store | Non-Final OA | Roku, Inc. |
| 18535239 | METHOD OF FEDERATED ENSEMBLE LEARNING AND APPARATUS THEREOF | Final Rejection | Research & Business Foundation SUNGKYUNKWAN UNIVERSITY |
| 18646561 | NOISE ADDITION FOR DIFFERENTIAL PRIVACY WITH PRESERVATION OF DATA UTILITY | Non-Final OA | Palo Alto Networks, Inc. |
| 17661364 | RISK ANALYSIS FOR COMPUTER SERVICES | Non-Final OA | Dell Products L.P. |
| 18436799 | TRAINING AND EXECUTING MACHINE-LEARNING MODELS FOR BUILDING DATA CONVERSION | Non-Final OA | Johnson Controls Tyco IP Holdings LLP |
| 18510749 | METHOD FOR SUMMARIZING INFRASTRUCTURE ISSUES USING DIRECTED ACYCLIC GRAPHS | Non-Final OA | Hughes Network Systems, LLC |
| 17673259 | QUANTUM SYSTEM AND UNDESIRED INTERACTION PREVENTION MECHANISM THEREFORE | Non-Final OA | SOCPRA SCIENCES ET GENIE S.E.C. |
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