USPTO Examiner HU XIAOQIN - Art Unit 2168

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18985899COMPRESSION SCHEME FOR STABLE UNIVERSAL UNIQUE IDENTITIESDecember 2024November 2025Allow1110NoNo
18984266METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS IN CLOUD-BASED DATA WAREHOUSING SYSTEMDecember 2024November 2025Allow1110NoNo
18948698AUTOMATED EXTRACT, TRANSFORM, AND LOAD PROCESSNovember 2024March 2026Allow1610YesNo
18928381DATABASE MANAGEMENT SYSTEM BASED ON PREFRACTAL GRAPHSOctober 2024December 2025Abandon1410NoNo
18898513COPILOT IMPLEMENTATION: MATCHING APPLICATION PROGRAMMING INTERFACE (API) QUERIES TO RECEIVED INPUTSeptember 2024November 2025Abandon1320YesNo
18773570QUERYING ACROSS DIFFERENT LOG DATA SOURCE TYPESJuly 2024February 2025Allow720YesNo
18614571EXTENSIBLE ATTRIBUTES FOR DATA WAREHOUSESMarch 2024June 2025Allow1510YesNo
18600429APPARTUS AND METHOD OF GENERATING A DATA STRUCTURE FOR OPERATIONAL INEFFICIENCYMarch 2024February 2025Allow1130YesNo
18585927SINGLE IDENTIFIER PLATFORM FOR STORING ENTITY DATAFebruary 2024February 2025Allow1200YesNo
18418448SYSTEMS AND METHODS FOR CLASSIFYING DOCUMENTSJanuary 2024February 2025Allow1300YesNo
18563366DATA MANAGEMENT SYSTEM AND METHOD FOR DETECTING BYZANTINE FAULTNovember 2023September 2025Allow2210NoNo
18489346BULK MATCHING DATA RECORD ENTITIESOctober 2023March 2026Allow2940YesNo
18472565DATASET IDENTIFICATION FOR DATASETS WITH MULTIPLE IDENTIFICATION ATTRIBUTESSeptember 2023August 2025Allow2210YesNo
18456955METHODS AND SYSTEM FOR IMPORTING DATA TO A GRAPH DATABASE USING NEAR-STORAGE PROCESSINGAugust 2023October 2025Allow2630YesNo
18275123INFORMATION PROCESSING APPARATUS, DISPLAY METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM STORING PROGRAMJuly 2023February 2025Allow1820YesNo
18274692INFORMATION PROCESSING APPARATUS, CLASSIFICATION METHOD, AND STORAGE MEDIUMJuly 2023March 2025Abandon1920YesNo
18223822SYSTEM AND METHOD FOR INCREASED TRANSACTION THROUGHPUT AND IMPROVED RESPONSE TIME UNDER HIGH CONTENTIONJuly 2023June 2025Allow2310YesNo
18337061DATA AUGMENTATION SYSTEM, DATA AUGMENTATION METHOD, AND INFORMATION STORAGE MEDIUMJune 2023January 2025Allow1910YesNo
18208738DEPLOYMENT OF META-MODEL TOPOLOGIES AND MODERATING GRAPH GENERATIONJune 2023March 2025Allow2110NoNo
18325433SMART METRIC CLUSTERINGMay 2023January 2026Abandon3240YesNo
18321649CONCEPT AGNOSTIC RECONCILATION AND PRIORITIZATION BASED ON DETERMINISTIC AND CONSERVATIVE WEIGHT METHODSMay 2023May 2024Allow1210YesNo
18197379SYSTEM AND METHOD FOR AUTOMATED DISCOVERY OF FINE-GRAIN LINEAGE OF TRANSACTIONAL DATAMay 2023April 2025Allow2320YesNo
18136917DIGITAL PERSONAL ASSISTANTApril 2023May 2025Abandon2440NoNo
18184080PRUNER SELECTORMarch 2023April 2025Abandon2520NoNo
18180027Edge Device Query Processing of Distributed DatabaseMarch 2023September 2024Allow1810YesNo
18023991DOCUMENT CLASSIFICATION METHOD AND APPARATUS, AND ELECTRONIC DEVICEFebruary 2023September 2024Allow1810YesNo
18024016MULTIMEDIA CONTENT PUBLISHING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMFebruary 2023April 2025Allow2620YesNo
18089674SCENARIO SIMILARITY RETRIEVAL-BASED AUTOMATIC SCENARIO GENERATION SYSTEM AND METHODDecember 2022August 2025Allow3250YesNo
18072652TABLES TIME ZONE ADJUSTERNovember 2022May 2024Allow1830YesNo
17964215METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS IN CLOUD-BASED DATA WAREHOUSING SYSTEMOctober 2022August 2024Allow2210YesNo
17909817EVALUATION METHODSeptember 2022November 2024Abandon2610NoNo
17886088ANOMALY DATABASE SYSTEM FOR PROCESSING TELEMETRY DATAAugust 2022September 2024Allow2510YesNo
17833863PERFORMANCE OPTIMIZATION OF VECTOR-BASED SEARCH AND METHODS OF USING THE SAMEJune 2022October 2024Abandon2810NoNo
17828712OFF-BEAT LOCATION RECOMMENDATIONSMay 2022September 2025Abandon3920NoNo
17743064UPDATING OF DATABASE DATA ASSOCIATED WITH SPREADSHEET STRUCTURESMay 2022October 2024Abandon2930YesNo
17732768UNIFIED GRAPH REPRESENTATION OF SKILLS AND ACUMENApril 2022October 2023Allow1740NoNo
17723542Methods, Systems and Computer Program Products for Measuring, Verifying and Controlling the Energy Efficiency of Residential and Light Commercial Heating, Ventilation and Air-Conditioning (HVAC) SystemsApril 2022December 2024Abandon3210NoNo
17714808COMPUTER-BASED PLATFORMS AND SYSTEMS CONFIGURED FOR EVENT PROCESSING WITH A SPECIALIZED DOMAIN-SPECIFIC PROGRAMMING LANGUAGE AND METHODS OF USE THEREOFApril 2022June 2024Allow2710YesNo
17711621COMPRESSION SCHEME FOR STABLE UNIVERSAL UNIQUE IDENTITIESApril 2022September 2024Allow3020YesNo
17655167INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING PROGRAMMarch 2022December 2023Abandon2110NoNo
17690882INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUMMarch 2022December 2023Allow2110YesNo
17689831INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUMMarch 2022June 2024Abandon2820YesNo
17686763FAILURE KNOWLEDGE STRUCTURE SYSTEM AND FAILURE KNOWLEDGE STRUCTURE METHODMarch 2022September 2023Abandon1910NoNo
17680212COMPUTERIZED TOOL IMPLEMENTATION OF LAYERED DATA FILES TO DISCOVER, FORM, OR ANALYZE DATASET INTERRELATIONS OF NETWORKED COLLABORATIVE DATASETSFebruary 2022October 2023Abandon1910NoNo
17627582BATTERY INFORMATION MANAGEMENT SYSTEM, NODE, MANAGEMENT METHOD, RECORDING METHOD, AND COMPUTER PROGRAMJanuary 2022August 2025Abandon4310NoNo
17568004SYSTEMS AND METHODS FOR CLASSIFYING DOCUMENTSJanuary 2022October 2023Allow2110YesNo
17565621Method and System for Segmenting Unstructured Data Sources for AnalysisDecember 2021August 2024Abandon3250YesNo
17616451SYSTEM AND METHOD FOR AUTOMATED FILE REPORTINGDecember 2021November 2024Allow3520YesNo
17531346NON-TEXTUAL HASHTAG CREATION FOR NON-TEXTUAL CONTENTNovember 2021September 2025Abandon4540NoYes
17486705CLASSIFICATION DEVICE AND CLASSIFICATION PROGRAMSeptember 2021December 2023Abandon2710NoNo
17436921METHOD FOR DATA EXTRACTION, TERMINAL DEVICE AND COMPUTER-READABLE STORAGE MEDIUMSeptember 2021June 2024Allow3320YesNo
17465875Efficient Index Lookup Using Language-Agnostic Vectors and Context VectorsSeptember 2021May 2023Allow2110NoNo
17396559INTERACTIVE ANALYTICS WORKFLOW WITH INTEGRATED CACHINGAugust 2021July 2023Allow2310YesNo
17361930TIME ZONE DETERMINATION METHOD AND APPARATUS, WEARABLE DEVICE AND SYSTEMJune 2021December 2023Abandon3010NoNo
17354572SYSTEM AND METHOD TO EVALUATE DATA CONDITION FOR DATA ANALYTICSJune 2021November 2025Abandon5260YesNo
17353939Identifying False Positives Between Matched WordsJune 2021October 2023Allow2720YesNo
17239239SNAPSHOT SPACE REPORTING USING A PROBABILISTIC DATA STRUCTUREApril 2021May 2024Abandon3620NoNo
17266432AUTOMATED EXTRACT, TRANSFORM, AND LOAD PROCESSFebruary 2021August 2024Allow4230YesNo
17158529KPRISM: DATA ANALYTICS SOLUTION FOR CONTINUOUS MONITORING SOLUTIONS AND REPETITIVE DATA DRIVEN TASKSJanuary 2021July 2024Abandon4240YesNo
17131080VISUALLY MAPPING NODES AND CONNECTIONS IN ONE OR MORE ENTERPRISE-LEVEL SYSTEMSDecember 2020August 2024Allow4340YesNo
17100667SYSTEMS AND METHODS FOR ADDRESSING ERRORS IN SQL STATEMENTSNovember 2020December 2022Allow2420YesNo
17099986Method of Measuring Triangle Graph Centrality and Ranking Nodes of Interest Based Upon Triangle Graph CentralityNovember 2020September 2024Allow4640YesNo
17088655SYSTEM AND METHOD FOR JOURNEY RECORDINGNovember 2020January 2025Abandon5050NoNo
17083102System for Data Collection, Aggregation, Storage, Verification and Analytics with User InterfaceOctober 2020October 2023Abandon3540YesNo
17068209ANOMALY DATABASE SYSTEM FOR PROCESSING TELEMETRY DATAOctober 2020April 2022Allow1810YesNo
17038814SEGMENTED INDEX FOR DATA DEDUPLICATIONSeptember 2020December 2022Allow2710YesNo
17018953SINGLE IDENTIFIER PLATFORM FOR STORING ENTITY DATASeptember 2020July 2023Allow3410YesNo
17009882FILE MANAGEMENT APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUMSeptember 2020July 2024Abandon4620NoNo
16965323DIGITAL PERSONAL ASSISTANTJuly 2020September 2023Abandon3860NoYes
16963911METHOD AND SELECTION OF A RECOMMENDATION ALGORITHM AND CORRESPONDING APPARATUSJuly 2020February 2022Allow1910YesNo
16946780SYSTEMS AND METHODS FOR DATA LAYOUT SELECTIONJuly 2020June 2024Allow4730YesNo
16917228INTERACTIVE INTERFACES TO PRESENT DATA ARRANGEMENT OVERVIEWS AND SUMMARIZED DATASET ATTRIBUTES FOR COLLABORATIVE DATASETSJune 2020December 2021Allow1810YesNo
16917638COGNITIVE HORIZON SURVEILLANCEJune 2020January 2023Allow3050YesNo
16896254Generating a Graph Data Structure that Identifies Relationships among Topics Expressed in Web DocumentsJune 2020February 2022Allow2010YesNo
16946071Obituary Indexing System and Method of UseJune 2020December 2022Abandon3120NoNo
16768197System and Method For Recommending Visual-Map Based PlaylistsMay 2020May 2022Abandon2310NoNo
16884497DATA BLOCK STORAGE METHOD AND APPARATUS, AND ELECTRONIC DEVICEMay 2020December 2020Allow710YesNo
16881345METHODS AND SYSTEMS FOR CHAINING BIOGRAPHIC INPUTS USING ARTIFICIAL INTELLIGENCEMay 2020September 2024Allow5250YesNo
16852484COMPUTERIZED DATA CLASSIFICATION BY STATISTICS AND NEIGHBORS.April 2020November 2024Abandon5550YesNo
16848632EXTENSIBLE ATTRIBUTES FOR DATA WAREHOUSESApril 2020January 2024Allow4550YesNo
16838590SEARCH ENGINEApril 2020February 2022Allow2210YesNo
16832006INTERACTIVE QUERY BASED NETWORK COMMUNICATION THROUGH A MEDIA DEVICEMarch 2020May 2023Allow3830YesNo
16829141INFER TEXT CLASSIFIERS FOR LARGE TEXT COLLECTIONSMarch 2020October 2023Allow4230YesNo
16827189System and method for data augmentation for document understandingMarch 2020November 2025Abandon6070YesNo
16777662METHOD AND SYSTEM FOR CASE MANAGEMENTJanuary 2020October 2023Abandon4540YesNo
16752077METHODS FOR PERFORMING INPUT-OUTPUT OPERATIONS IN A STORAGE SYSTEM USING ARTIFICIAL INTELLIGENCE AND DEVICES THEREOFJanuary 2020February 2022Allow2510YesNo
16732261COMPUTERIZED TOOL IMPLEMENTATION OF LAYERED DATA FILES TO DISCOVER, FORM, OR ANALYZE DATASET INTERRELATIONS OF NETWORKED COLLABORATIVE DATASETSDecember 2019September 2021Allow2110YesNo
16732263COMPUTERIZED TOOL IMPLEMENTATION OF LAYERED DATA FILES TO DISCOVER, FORM, OR ANALYZE DATASET INTERRELATIONS OF NETWORKED COLLABORATIVE DATASETSDecember 2019November 2021Allow2210YesNo
16728425Approximate Aggregation QueriesDecember 2019May 2022Allow2810YesNo
16718082FINGERPRINTS FOR OPEN SOURCE CODE GOVERNANCEDecember 2019June 2022Abandon2920YesNo
16715640CONCEPT AGNOSTIC RECONCILATION AND PRIORITIZATION BASED ON DETERMINISTIC AND CONSERVATIVE WEIGHT METHODSDecember 2019February 2023Allow3830YesNo
16713158DISTRIBUTION MANAGEMENT SYSTEMDecember 2019December 2021Abandon2410NoNo
16702709COMPUTER-READABLE RECORDING MEDIUM, ANALYSIS METHOD, AND ANALYZING APPARATUSDecember 2019February 2024Abandon5040NoNo
16603739INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMOctober 2019April 2022Allow3010YesNo
16554185MUSIC RECOMMENDING METHOD, DEVICE, TERMINAL, AND STORAGE MEDIUMAugust 2019October 2022Abandon3710NoNo
16528539SYSTEMS AND METHODS FOR MANAGING VOICE QUERIES USING PRONUNCIATION INFORMATIONJuly 2019February 2025Allow6050YesNo
16514156Method, System, and Computer Program Product for Identifying SubpopulationsJuly 2019October 2023Allow5130YesNo
16502768CREATING A CLUSTERING MODEL FOR EVALUATING A COMMAND LINE INTERFACE (CLI) OF A PROCESSJuly 2019December 2022Allow4230YesNo
16452562METHOD/SYSTEM FOR MANAGEMING EXPERIMENTAL DATA, COMPUTER READABLE STORAGE MEDIUM, AND DEVICEJune 2019December 2022Allow4220NoNo
16451983SYSTEMS AND METHODS FOR SELECTING A FORECAST MODEL FOR ANALYZING TIME SERIES DATAJune 2019September 2022Abandon3910NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HU, XIAOQIN.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
1
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
4.8%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
11
Allowed After Appeal Filing
2
(18.2%)
Not Allowed After Appeal Filing
9
(81.8%)
Filing Benefit Percentile
22.0%
Lower 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, 18.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

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

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner HU, XIAOQIN - Prosecution Strategy Guide

Executive Summary

Examiner HU, XIAOQIN works in Art Unit 2168 and has examined 141 patent applications in our dataset. With an allowance rate of 60.3%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner HU, XIAOQIN's allowance rate of 60.3% places them in the 20% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by HU, XIAOQIN receive 2.99 office actions before reaching final disposition. This places the examiner in the 86% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by HU, XIAOQIN is 37 months. This places the examiner in the 32% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +65.5% benefit to allowance rate for applications examined by HU, XIAOQIN. This interview benefit is in the 98% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 21.8% of applications are subsequently allowed. This success rate is in the 26% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 4.1% of cases where such amendments are filed. This entry rate is in the 5% 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, 80.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 62% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 83.3% of appeals filed. This is in the 76% percentile among all examiners. Of these withdrawals, 80.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 133.3% are granted (fully or in part). This grant rate is in the 96% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 12% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 13% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • 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.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

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.