Prosecution Insights
Last updated: May 29, 2026

Examiner: LI, LIANG Y

Tech Center 2100 • Art Units: 2143

This examiner grants 61% of resolved cases

Performance Statistics

61.3%
Allow Rate
+6.3% vs TC avg
303
Total Applications
+69.2%
Interview Lift
1207
Avg Prosecution Days
Based on 274 resolved cases, 2023–2026

Rejection Statute Breakdown

0.7%
§101 Eligibility
9.4%
§102 Novelty
89.6%
§103 Obviousness
0.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18207520 METHOD AND DEVICE FOR DOMAIN GENERALIZED INCREMENTAL LEARNING UNDER COVARIATE SHIFT Non-Final OA LG ELECTRONICS INC.
18327156 SYSTEMS AND METHODS FOR IDENTIFYING MARKOV DECISION PROCESS SOLUTIONS Non-Final OA International Business Machines Corporation
18161061 TIME SERIES FORECASTING USING MULTIVARIATE TIME SERIES DATA WITH MISSING VALUES Final Rejection International Business Machines Corporation
17477194 MODEL UPDATE DETERMINATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18321145 SYSTEMS AND METHODS FOR TAIL-SPECIFIC AIRCRAFT FUEL CONSUMPTION MODEL GENERATION Non-Final OA THE BOEING COMPANY
17627847 CONVERSION DEVICE, CONVERSION METHOD, PROGRAM, AND INFORMATION RECORDING MEDIUM Non-Final OA RIKEN
18610544 SYSTEMS AND METHODS TO GENERATE CORRESPONDENCES BETWEEN PORTIONS OF RECORDED AUDIO CONTENT AND RECORDS OF A COLLABORATION ENVIRONMENT Final Rejection Asana, Inc.
18077615 APPARATUS FOR PREDICTING BATTERY LIFESPAN AND METHOD PREDICTING BATTERY LIFESPAN Final Rejection Industry-Academic Cooperation Foundation, Yonsei University
17409188 SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING Non-Final OA Toyota Research Institute, Inc.
18189191 ENERGY-EFFICIENT CAPACITANCE EXTRACTION METHOD BASED ON MACHINE LEARNING Non-Final OA ZHEJIANG UNIVERSITY
18514866 LOCALIZED VISUAL GRAPH FILTERS FOR COMPLEX GRAPH QUERIES Non-Final OA Palo Alto Research Center Incorporated
18231551 INPUT-BASED ATTRIBUTION FOR CONTENT GENERATED BY AN ARTIFICIAL INTELLIGENCE (AI) Non-Final OA Sureel Inc.
17842656 SYSTEMS AND METHODS FOR MENTAL EXERCISES AND IMPROVED COGNITION Non-Final OA Think Now, Inc.
17577330 DEEP LEARNING GUIDE DEVICE AND METHOD Final Rejection ORIENTAL MIND (WUHAN) COMPUTING TECHNOLOGY CO., LTD.
17401096 SYSTEM AND METHOD FOR SELECTING COMPONENTS IN DESIGNING MACHINE LEARNING MODELS Non-Final OA DarwinAI ULC

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