Prosecution Insights
Last updated: April 19, 2026

Examiner: XIA, XUYANG

Tech Center 2100 • Art Units: 2143 2178

This examiner grants 71% of resolved cases

Performance Statistics

71.1%
Allow Rate
+16.1% vs TC avg
504
Total Applications
+53.8%
Interview Lift
1216
Avg Prosecution Days
Based on 460 resolved cases, 2023–2026

Rejection Statute Breakdown

14.4%
§101 Eligibility
15.0%
§102 Novelty
59.2%
§103 Obviousness
3.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18332205 Predicting a Suspension Time Period Using Artificial Intelligence Non-Final OA Saudi Arabian Oil Company
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
18276016 BUILDING AN EXPLAINABLE MACHINE LEARNING MODEL Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18238016 CONVOLUTIONAL NEURAL NETWORK PRUNING PROCESSING METHOD, DATA PROCESSING METHOD, AND DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17686113 LARGE-SCALE POLICY EVALUATION IN MULTI-AGENT SYSTEMS Non-Final OA Huawei Technologies Co., Ltd.
17394048 SYSTEM, DEVICES AND/OR PROCESSES FOR DESIGNING NEURAL NETWORK PROCESSING DEVICES Final Rejection Arm Limited
17807685 SYSTEMS AND METHODS FOR EMISSION SOURCE ATTRIBUTION Final Rejection Microsoft Technology Licensing, LLC
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
18371147 HIGH-DIMENSIONAL COMPUTING BASED TRAINING AND INFERENCING Non-Final OA International Business Machines Corporation
17869025 QUANTUM SIMULATION APPARATUS AND METHOD Final Rejection Electronics and Telecommunications Research Institute
17243445 Learning Agent Non-Final OA Leela AI, Inc.
18298844 RULE BASED PROCESS FLOW PREDICTION Non-Final OA SAP SE
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.
17661364 RISK ANALYSIS FOR COMPUTER SERVICES Non-Final OA Dell Products L.P.
18073196 SUPERDENSE NETWORK LINK OPTIMISER TO ADDRESS TRAFFIC PEAKS Final Rejection Red Hat, Inc.
17591684 OPTIMIZING A QUANTUM REQUEST Non-Final OA Red Hat, 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.
17797702 METHOD AND APPARATUS FOR TRANSFER LEARNING USING SAMPLE-BASED REGULARIZATION Final Rejection SK TELECOM CO., LTD.
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.
17673259 QUANTUM SYSTEM AND UNDESIRED INTERACTION PREVENTION MECHANISM THEREFORE Final Rejection SOCPRA SCIENCES ET GENIE S.E.C.
18061325 OBJECT DETECTION SENSOR AND AUTOMATIC DOOR SYSTEM Non-Final OA OPTEX CO., LTD.
17908210 QUANTUM COMPUTING SYSTEM AND METHOD FOR TIME EVOLUTION OF BIPARTITE HAMILTONIANS ON A LATTICE Final Rejection Zapata Computing, Inc.
17811682 METHOD AND SYSTEM OF USING HIERARCHICAL VECTORISATION FOR REPRESENTATION OF HEALTHCARE DATA Non-Final OA KNOWTIONS RESEARCH INC.
17806860 SYSTEMS AND METHODS FOR GENERATING TEMPORARY IN-CONTEXT DATA Non-Final OA c/o Strategy Inc

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