Last updated: July 17, 2026

Application No. 18/522,470

APPARATUS AND METHOD FOR CONTROLLING GRAPH NEURAL NETWORK BASED ON CLASSIFICATION INTO CLASS AND DEGREE OF GRAPH, AND RECORDING MEDIUM STORING INSTRUCTIONS TO PERFORM METHOD FOR CONTROLLING GRAPH NEURAL NETWORK BASED ON CLASSIFICATION INTO CLASS AND DEGREE OF GRAPH

Non-Final OA

Filed

Nov 29, 2023

Priority

Dec 02, 2022 — RE 10-2022-0166754

Examiner

LE, HUNG D

Art Unit

Tech Center

Assignee

Korea Advanced Institute of Science and Technology

OA Round

1 (Non-Final)

Interview Optional

— +6.1% interview lift. Interview lift (+6.1%) is below the 15.0% threshold. A written response is recommended.

Based on 1087 resolved cases, 2023–2026

Examiner Intelligence

LE, HUNG D View full profile →

Grants 90% — above average

Career Allowance Rate

980 granted / 1087 resolved

+30.2% vs TC avg

Moderate +6% lift

Without

With

+6.1%

Interview Lift

resolved cases with interview

Typical timeline

2y 4m

Avg Prosecution

18 currently pending

Career history

1113

Total Applications

across all art units

Statute-Specific Performance

§101

5.2%

-34.8% vs TC avg

§103

61.5%

+21.5% vs TC avg

§102

14.6%

-25.4% vs TC avg

§112

7.2%

-32.8% vs TC avg

Black line = Tech Center average estimate • Based on career data from 1087 resolved cases

Prosecution Timeline

Nov 29, 2023

Application Filed

May 12, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/319,395

Patent 12682286

GENERATING OPPORTUNITY PROFILE INSIGHTS

3y 1m to grant Granted Jul 14, 2026

18/664,014

Patent 12681999

Permissions-Aware Search with User Suggested Results and Document Verification

2y 2m to grant Granted Jul 14, 2026

18/769,269

Patent 12681934

Efficient Merging of Tabular Data with Post-Processing Compaction

2y 0m to grant Granted Jul 14, 2026

19/028,287

Patent 12681978

METHODS AND APPARATUS TO DETERMINE TAGS FOR MEDIA USING MULTIPLE MEDIA FEATURES

1y 5m to grant Granted Jul 14, 2026

18/642,845

Patent 12657220

VIRTUAL ASSISTANT FOR GENERATING PRODUCT BASED PROMPT

2y 1m to grant Granted Jun 16, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

90%

Grant Probability

96%

With Interview (+6.1%)

2y 4m (~0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 1087 resolved cases by this examiner. Grant probability derived from career allowance rate.