Examiner Zi Ye

Grant ratio: 76.1% (83rd percentile in Art Unit 2455 among examiners with at least 20 applications). Average office actions per grant: 1.98. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 76.1%
Average office actions / grant 1.98
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
91435
Primary art unit
2455
Work group
2450
Technology center
2400
Applications
506
Granted applications
385
Examiner phone
(571) 270-1039
Supervisor
Emmanuel Moise
Supervisor phone
(571) 272-3865

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 26 48.5% 2.33
Group 210 57.4% 2.41
Tech Center 1,754 58.4% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.03 1,026 office actions across 506 applications
Applications with office actions 99.6% 504 applications
Office actionsApplicationsShare of applications
No OA observed 2 0.4%
1 OA 255 50.4%
2 OAs 124 24.5%
3 OAs 49 9.7%
4 OAs 40 7.9%
5+ OAs 36 7.1%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2015: 66.7% 2015 2016: 74.3% 2016 2017: 63.0% 2017 2018: 73.3% 2018 2019: 90.2% 2019 2020: 94.9% 2020 2021: 97.9% 2021 2022: 97.9% 2022 2023: 94.3% 2023 2024: 80.9% 2024 2025: 51.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2015302066.7%
2016352674.3%
2017271763.0%
2018453373.3%
2019514690.2%
2020393794.9%
2021474697.9%
2022484797.9%
2023535094.3%
2024473880.9%
2025492551.0%
20263500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 504 1.6% 3.4% 77.4% 1.0%
Action 2 249 2.4% 10.0% 83.9% 1.2%
Action 3 125 2.4% 5.6% 88.0% 1.6%
Action 4 76 3.9% 1.3% 93.4% 1.3%
Action 5 36 2.8% 2.8% 94.4% 0.0%
Action 6 21 9.5% 0.0% 90.5% 0.0%
Action 7 8 0.0% 0.0% 100.0% 0.0%
Action 8 4 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 5.4% 12 of 223 office actions
All years 2.2% 23 of 1,026 office actions
Change +3.1 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

2014: Alice
0.0%
0.0%
0.8%
2.1%
5.7%
2019: PEG
1.3%
0.0%
2.8%
0.0%
1.3%
2024: AI examples
8.8%
2025: August memo
5.5%
0.0%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 2. Merits outcomes: 1 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
50.0% 1/2 decisions
Full or partial reversal rate
50.0% 1/2 decisions
Median appeal duration
6.4 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 2, 2026 18/130,886 Affirmed New ground of rejection §101 · §112
Dec. 8, 2025 17/766,414 Reversed §103

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

Job History

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