Prosecution Insights
Last updated: May 29, 2026

Examiner: XIA, XUYANG

Tech Center 2100 • Art Units: 2143 2178

This examiner grants 72% of resolved cases

Performance Statistics

71.5%
Allow Rate
+16.5% vs TC avg
507
Total Applications
+53.4%
Interview Lift
1160
Avg Prosecution Days
Based on 467 resolved cases, 2023–2026

Rejection Statute Breakdown

0.9%
§101 Eligibility
3.6%
§102 Novelty
95.4%
§103 Obviousness
0.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18300977 Method for Quickly Starting Application Service, and Terminal Non-Final OA Honor Device Co., Ltd.
18249214 METHOD AND SYSTEM FOR PREDICTING TRAJECTORIES FOR MANEUVER PLANNING BASED ON A NEURAL NETWORK Non-Final OA Continental Automotive Technologies GmbH
17686113 LARGE-SCALE POLICY EVALUATION IN MULTI-AGENT SYSTEMS Non-Final OA Huawei Technologies Co., Ltd.
18311504 TRAINING MACHINE LEARNING MODELS ON PRIVATE DATA IN UNTRUSTED ENVIRONMENT USING ANONYMIZED DATA AND ENCRYPTED DATA Final Rejection International Business Machines Corporation
18349198 MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM HAVING EMBODIED THEREON A MACHINE LEARNING PROGRAM Non-Final OA JVCKENWOOD Corporation
17869025 QUANTUM SIMULATION APPARATUS AND METHOD Non-Final OA Electronics and Telecommunications Research Institute
17243445 Learning Agent Non-Final OA Leela AI, Inc.
17902944 SYSTEM FOR USE-CASE CLASSIFICATION Non-Final OA THALES DIS CPL USA, INC.
18178225 SYSTEMS AND METHODS FOR MACHINE LEARNING TRANSFERABILITY Final Rejection ADOBE INC.
17033147 NEURAL NETWORK TRAINING USING ROBUST TEMPORAL ENSEMBLING Non-Final OA NVIDIA Corporation
17884170 MULTITASK LEARNING BASED ON HERMITIAN OPERATORS Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
18073196 SUPERDENSE NETWORK LINK OPTIMISER TO ADDRESS TRAFFIC PEAKS Final Rejection Red Hat, Inc.
17939544 SYSTEM AND METHOD FOR QUANTUM AND CLASSICAL NETWORK MANAGEMENT Non-Final OA AT&T Mobility II LLC
17991071 PROACTIVE MAINTENANCE IN AN AUTONOMOUS MOBILE ROBOT Non-Final OA iRobot Corporation
17517502 DYNAMIC VARIABLE QUANTIZATION OF MACHINE LEARNING INPUTS Non-Final OA VIANAI SYSTEMS, INC.
17517505 DYNAMIC VARIABLE QUANTIZATION OF MACHINE LEARNING PARAMETERS Non-Final OA VIANAI SYSTEMS, INC.
18061325 OBJECT DETECTION SENSOR AND AUTOMATIC DOOR SYSTEM Final Rejection OPTEX CO., LTD.
17811682 METHOD AND SYSTEM OF USING HIERARCHICAL VECTORISATION FOR REPRESENTATION OF HEALTHCARE DATA Non-Final OA KNOWTIONS RESEARCH INC.

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