USPTO Examiner LU KUEN S - Art Unit 2156

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18809636GRAPH DATABASE SYSTEM WITH PARALLELIZED GRAPH PARTITIONINGAugust 2024April 2025Allow800NoNo
18679518MACHINE LEARNING AUTOMATION OF NETWORK RESOURCE WORKFLOWSMay 2024March 2025Allow900YesNo
18642150System and Method for Monitoring a Sentiment ScoreApril 2024May 2025Allow1320NoNo
18611297PROCESS FLOW DATA PARAMETERSMarch 2024April 2025Allow1210NoNo
18594413PLANAR FILE SYSTEM FOR ORGANIZING AND INTERRELATING LARGE DATA SETSMarch 2024February 2025Allow1210NoNo
18440384Secure Data Interactions Performed by an Internet of Things (IoT) DeviceFebruary 2024November 2024Allow910NoNo
18415836INFORMATION SYSTEM FOR GENERATION OF COMPLEX MOLECULE BY USING GRAPH REPRESENTING MOLECULEJanuary 2024June 2025Abandon1720YesNo
18414526INFORMATION SYSTEM FOR GENERATION OF NEW MOLECULE BY USING GRAPH REPRESENTING MOLECULEJanuary 2024June 2025Abandon1720YesNo
18540820Information Monitoring System and MethodDecember 2023February 2025Allow1410NoNo
18376369DATASET SUMMARY METADATA PROVIDING IMPROVED QUERY PERFORMANCEOctober 2023November 2024Allow1410YesNo
18473752RUNTIME STATISTICS FEEDBACK FOR QUERY PLAN COST ESTIMATIONSeptember 2023May 2025Allow2020YesNo
18239727METHODS AND SYSTEMS FOR PRESENTING PRIVACY FRIENDLY QUERY ACTIVITY BASED ON ENVIRONMENTAL SIGNAL(S)August 2023March 2025Allow1910NoNo
18232530ENHANCED SEARCH WITH MORPHED IMAGESAugust 2023January 2025Abandon1820YesNo
18355452Systems and Methods for Providing Expert Thread Search ResultsJuly 2023May 2025Allow2120YesNo
18353393METHODS AND APPARATUS TO ESTIMATE DE-DUPLICATED UNKNOWN TOTAL AUDIENCE SIZES BASED ON PARTIAL INFORMATION OF KNOWN AUDIENCESJuly 2023April 2025Allow2120NoNo
18218462WEB CONTENT RELIABILITY CLASSIFICATIONJuly 2023June 2024Allow1110YesNo
18255928SECRET HASH TABLE CONSTRUCTION APPARATUS, SECRET HASH TABLE CONSTRUCTION SYSTEM, SECRET HASH TABLE CONSTRUCTION METHOD AND PROGRAMJune 2023October 2024Allow1620NoNo
18255528DIGITAL DATA TRACING METHODJune 2023July 2024Allow1410NoNo
18204568GRADIENT FLOWS IN DATASET SPACEJune 2023August 2024Allow1520YesNo
18255020Data Transmission Method, Electronic Device, and Computer-Readable Storage MediumMay 2023March 2024Allow1000NoNo
18203185MAPPER COMPONENT FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEMMay 2023February 2025Abandon2021NoNo
18201232CLOUD PLATFORM BASED ARCHITECTURE FOR CONTINUOUS DEPLOYMENT AND EXECUTION OF MODULAR DATA PIPELINESMay 2023June 2024Allow1310NoNo
18200860AUTO FAULT TREE GENERATION SYSTEMMay 2023November 2024Allow1810NoNo
18133751ERROR MESSAGE REPLACEMENT SYSTEMApril 2023April 2024Allow1210YesNo
18027035File Generation Method and Electronic DeviceMarch 2023March 2025Allow2420NoNo
18183313BRIDGING HETEROGENEOUS SETS OF CLOUD APPLICATIONS AND STORAGEMarch 2023December 2024Allow2120NoNo
18181221Secure data interactions performed by an Internet of Things (IoT) deviceMarch 2023January 2024Allow1100NoNo
18181280METHOD AND APPARATUS FOR KNOWLEDGE REPRESENTATION AND REASONING IN ACCOUNTINGMarch 2023October 2024Allow1911NoNo
18115569MULTI-TENANT SYSTEM FOR PROVIDING ARBITRARY QUERY SUPPORTFebruary 2023July 2023Allow510NoNo
18175597ENUMERATION OF TREES FROM FINITE NUMBER OF NODESFebruary 2023June 2024Abandon1610NoNo
18167088INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAMFebruary 2023February 2024Allow1210NoNo
18167082SYSTEMS AND METHODS FOR REPORT GENERATIONFebruary 2023December 2024Allow2230NoNo
18106856DETERMINING WHETHER AND/OR HOW TO IMPLEMENT REQUEST TO PREVENT PROVISION OF SEARCH RESULT(S)February 2023March 2024Allow1301NoNo
18162160DATA OPERATIONS ACCELERATIONJanuary 2023December 2024Allow2230YesNo
18103151COMPUTER-IMPLEMENTED RECOMMENDATION OF SIDE-BY-SIDE PLANTING IN AGRICULTURAL FIELDSJanuary 2023August 2023Allow710NoNo
18094598System and Method for Monitoring a Sentiment ScoreJanuary 2023February 2024Abandon1320NoNo
18145082DYNAMICALLY PROCESSING REQUESTS FOR DATA ITEMS BASED ON RESOURCE CONSTRAINTSDecember 2022April 2025Allow2710NoNo
18084001VIRTUAL FOREIGN KEYSDecember 2022June 2024Allow1820YesNo
18058568OUTPUT VALIDATION OF DATA PROCESSING SYSTEMSNovember 2022November 2023Allow1220YesNo
17924203BROWSER-BASED FRAME EXTRACTION METHOD AND SYSTEMNovember 2022March 2025Allow2920NoNo
17959049CHANGE DATA CAPTURE ON NO-MASTER DATA STORESOctober 2022October 2024Allow2430YesNo
17957918PROVIDING ACCESS TO STATE INFORMATION ASSOCIATED WITH OPERATORS IN A DATA PROCESSING SYSTEMSeptember 2022December 2023Allow1411YesNo
17935107NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR TERMINAL DEVICE, AND METHOD EXECUTED BY TERMINAL DEVICESeptember 2022December 2023Allow1510YesNo
17949335METHOD AND SYSTEM FOR INITIATING A LOCATION-BASED TOPICSeptember 2022August 2024Allow2320YesNo
17946915AUTOMATED COVER SONG IDENTIFICATIONSeptember 2022July 2024Allow2230NoYes
17940411GATEWAY SYSTEM THAT MAPS POINTS INTO A GRAPH SCHEMASeptember 2022January 2024Allow1620YesNo
17903626Reducing Query Optimizer Plan Regressions with Machine Learning ClassificationSeptember 2022February 2024Allow1710NoNo
17879680SERVER SYSTEMS AND METHODS FOR MERCHANT DATA CLEANSING IN PAYMENT NETWORKAugust 2022January 2024Allow1710NoNo
17878821No-Code Configuration of Data Visualization Actions for Execution of Parameterized Remote Workflows with Data Context via APIAugust 2022October 2024Allow2720YesNo
17877671METHODS AND APPARATUS TO ESTIMATE CARDINALITY THROUGH ORDERED STATISTICSJuly 2022August 2024Allow2510YesNo
17815023Systems and Methods of Determining Web Resource RelevanceJuly 2022February 2024Abandon1920YesNo
17814741SYSTEM AND METHOD FOR REDUCING CLIENT-SERVER NETWORK TRAFFIC FOR INTERNET DATABASE QUERIESJuly 2022January 2024Allow1830YesYes
17867557SYSTEMS AND METHODS FOR GENERATING AND MAINTAINING DATA OBJECTSJuly 2022June 2024Allow2320YesNo
17810715CLEANING AND ORGANIZING SCHEMALESS SEMI-STRUCTURED DATA FOR EXTRACT, TRANSFORM, AND LOAD PROCESSINGJuly 2022November 2023Allow1610YesNo
17849446RUNTIME STATISTICS FEEDBACK FOR QUERY PLAN COST ESTIMATIONJune 2022August 2023Allow1410NoNo
17808243AUTOMATED NON-RELATIONAL TO RELATIONAL DATABASE STREAMINGJune 2022July 2024Allow2420NoNo
17807884HETEROGENEOUS SCHEMA DISCOVERY FOR UNSTRUCTURED DATAJune 2022January 2024Allow1920YesNo
17808083METHOD, PRODUCT, AND SYSTEM TO PROVIDE A PARSER FOR PROPERTY GRAPH QUERIES WITH PRECISE ERROR REPORTING AND AUTO-COMPLETION BASED ON INFORMATION FROM PROPERTY GRAPH SCHEMASJune 2022December 2024Allow2930YesNo
17833434AUTOMATIC CREATION AND SYNCHRONIZATION OF GRAPH DATABASE OBJECTSJune 2022February 2024Allow2030YesNo
17831363METHOD AND/OR SYSTEM FOR TRANSMITTING AND/OR RECEIVING DATAJune 2022June 2024Abandon2430NoNo
17828862DATA PIPELINE DEFINITION USING DESCRIPTIVE LANGUAGEMay 2022April 2024Allow2220NoNo
17743293DATABASE TRANSACTION PROCESSING METHOD AND APPARATUS, SERVER, AND STORAGE MEDIUMMay 2022September 2024Allow2820NoNo
17737106METHOD AND A SYSTEM FOR PROFILING OF METAGENOMEMay 2022October 2023Allow1800NoNo
17755662INFORMATION PROCESSING DEVICE, TERMINAL DEVICE, AND SEARCH METHODMay 2022December 2023Allow1910NoNo
17736024ASSOCIATION RULE GENERATION PROGRAM, DEVICE, AND METHODMay 2022May 2024Abandon2510NoNo
17734575SECURE DATABASE WITH USER-DEFINED SCHEMASMay 2022December 2024Allow3220NoNo
17730152Document GeneratorApril 2022December 2023Abandon1910YesNo
17771182METHOD AND APPARATUS FOR SMART AND EXTENSIBLE SCHEMA MATCHING FRAMEWORKApril 2022April 2024Allow2320NoNo
17726781Methods Make Web and Business Application Data Access Agnostic to Schema Variations and MigrationsApril 2022March 2024Allow2320NoNo
17722793Multi-resolution modeling of discrete stochastic processes for computationally-efficient information search and retrievalApril 2022February 2024Allow2210NoNo
17706910ENHANCED SEARCH WITH MORPHED IMAGESMarch 2022June 2023Allow1410NoNo
17763842Quick Application Startup Method and Related ApparatusMarch 2022October 2024Allow3120YesNo
17696264NESTED GROUP HIERARCHIES FOR ANALYTICS APPLICATIONSMarch 2022June 2023Allow1520YesNo
17690576METHOD AND/OR SYSTEM FOR MANIPULATING TREE EXPRESSIONSMarch 2022August 2023Allow1721NoNo
17653491TASK SCHEDULING USING A STREAM OF COMMITTED TRANSACTIONSMarch 2022July 2024Allow2820NoNo
17677450MANAGING FLEET OF MULTI-TENANT LOGICAL DATABASES IN RELATIONAL DATABASE MANAGEMENT SYSTEM SERVERSFebruary 2022February 2024Allow2420NoNo
17668443SYSTEMS AND METHODS FOR LEARNING HUMAN-UNDERSTANDABLE LOGICAL RULES FROM DATAFebruary 2022June 2023Allow1610NoNo
17649617METHOD AND SYSTEM FOR AUTOMATED PUBLIC INFORMATION DISCOVERYFebruary 2022February 2024Allow2420YesNo
17583023Schema Agnostic Migration Of Delineated Data Between Relational DatabasesJanuary 2022August 2024Allow3031NoNo
17571656Content Recommendation System With Weighted Metadata AnnotationsJanuary 2022July 2024Allow3031NoNo
17567633ONLINE SCHEMA CHANGE OF RANGE-PARTITIONED INDEX IN A DISTRIBUTED STORAGE SYSTEMJanuary 2022May 2024Allow2840NoNo
17559179IDENTIFICATION OF A COMPUTER PROCESSING UNITDecember 2021April 2023Allow1610NoNo
17553934SIZE-OPTIMIZED DATA INTERCHANGE METHOD AND SYSTEMDecember 2021July 2023Allow1830NoNo
17546265PREPARING A DATABASE FOR A DOMAIN SPECIFIC APPLICATION USING A CENTRALIZED DATA REPOSITORYDecember 2021January 2024Allow2520NoNo
17541970DATA PROCESSING SYSTEM AND CACHE UPDATE CONTROL METHODDecember 2021March 2023Allow1610NoNo
17535466APPARATUS AND METHOD FOR PROVIDING INDEXING AND SEARCH SERVICE BASED ON IMPORTANT SENTENCENovember 2021November 2023Allow2321NoNo
17533973MODIFYING SEARCH RESULT RANKING BASED ON IMPLICIT USER FEEDBACKNovember 2021July 2023Allow1920YesNo
17534121METHOD AND SYSTEM FOR CONSTRUCTING PERSISTENT MEMORY INDEX IN NON-UNIFORM MEMORY ACCESS ARCHITECTURENovember 2021May 2023Allow1700NoNo
17530671Alerting Based on Pod Communication-based Logical GraphNovember 2021December 2023Allow2410NoNo
17521122MULTI-TENANT SYSTEM FOR PROVIDING ARBITRARY QUERY SUPPORTNovember 2021October 2022Allow1210NoNo
17516509SYSTEMS AND METHODS FOR AUTOMATING MAPPING OF REPAIR PROCEDURES TO REPAIR INFORMATIONNovember 2021January 2024Allow2620YesNo
17516501SYSTEMS AND METHODS FOR AUTOMATING MAPPING OF REPAIR PROCEDURES TO REPAIR INFORMATIONNovember 2021December 2023Allow2520NoNo
17506799System and Method for Distributed Data ConsolidationOctober 2021October 2024Allow3620NoNo
17504845TWO-LEVEL LOGICAL TO PHYSICAL MAPPING MECHANISM IN A LOG-STRUCTURED FILE SYSTEMOctober 2021August 2024Allow3420NoNo
17486183SUPPRESSION FILTER FOR PRESENTING CONTENT IN A NETWORK DOCUMENTSeptember 2021December 2023Allow2721YesNo
17448591AUTOMATIC GENERATION OF CONVERGENT DATA MAPPINGS FOR BRANCHES IN AN INTEGRATION WORKFLOWSeptember 2021July 2024Allow3420YesNo
17470758CONTEXTUALIZATION OF GEOSCIENTIFIC DATA USING GEOLOGICAL AGE FRAMEWORKSeptember 2021September 2024Allow3630YesNo
17459994DYNAMIC MITIGATION OF SLOW WEB PAGESAugust 2021February 2025Allow4241YesNo
17459015CARDINALITY OF TIME SERIESAugust 2021December 2023Allow6020YesNo
17406140COMPUTER-IMPLEMENTED METHODS, SYSTEMS COMPRISING COMPUTER-READABLE MEDIA, AND ELECTRONIC DEVICES FOR QUERYING RESTRICTED-ACCESS DATASOURCESAugust 2021February 2023Allow1810NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LU, KUEN S.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
18
Examiner Affirmed
12
(66.7%)
Examiner Reversed
6
(33.3%)
Reversal Percentile
49.8%
Lower than average

What This Means

With a 33.3% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
96
Allowed After Appeal Filing
37
(38.5%)
Not Allowed After Appeal Filing
59
(61.5%)
Filing Benefit Percentile
61.2%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 38.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner LU, KUEN S - Prosecution Strategy Guide

Executive Summary

Examiner LU, KUEN S works in Art Unit 2156 and has examined 1,024 patent applications in our dataset. With an allowance rate of 88.6%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner LU, KUEN S's allowance rate of 88.6% places them in the 66% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by LU, KUEN S receive 1.78 office actions before reaching final disposition. This places the examiner in the 54% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by LU, KUEN S is 29 months. This places the examiner in the 45% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +13.3% benefit to allowance rate for applications examined by LU, KUEN S. This interview benefit is in the 54% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 39.4% of applications are subsequently allowed. This success rate is in the 88% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 20.7% of cases where such amendments are filed. This entry rate is in the 18% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 109.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 78% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 80.9% of appeals filed. This is in the 71% percentile among all examiners. Of these withdrawals, 36.8% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 31.3% are granted (fully or in part). This grant rate is in the 24% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 7.2% of allowed cases (in the 93% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.2% of allowed cases (in the 45% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.