Examiner Xiao Liu

Grant ratio: 69.3% (23rd percentile in Art Unit 2664 among examiners with at least 20 applications). Average office actions per grant: 1.48. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 69.3%
Average office actions / grant 1.48
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
95719
Primary art unit
2664
Work group
2660
Technology center
2600
Applications
348
Granted applications
241
Examiner phone
(571) 272-4539
Supervisor
Jennifer Mehmood
Supervisor phone
(571) 272-2976

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 29 67.8% 1.65
Group 289 63.2% 1.66
Tech Center 1,754 57.4% 1.88
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.51 525 office actions across 348 applications
Applications with office actions 100.0% 348 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 216 62.1%
2 OAs 97 27.9%
3 OAs 27 7.8%
4 OAs 7 2.0%
5+ OAs 1 0.3%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2020: 100.0% 2020 2021: 95.8% 2021 2022: 89.7% 2022 2023: 83.6% 2023 2024: 88.5% 2024 2025: 45.3% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
202044100.0%
2021484695.8%
2022585289.7%
2023675683.6%
2024615488.5%
2025642945.3%
20264600.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 348 0.6% 3.4% 91.4% 2.3%
Action 2 132 1.5% 1.5% 92.4% 2.3%
Action 3 35 0.0% 5.7% 91.4% 0.0%
Action 4 8 0.0% 0.0% 100.0% 0.0%
Action 5 1 0.0% 0.0% 100.0% 0.0%
Action 6 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 1.1% 3 of 262 office actions
All years 0.8% 4 of 525 office actions
Change +0.4 pts Percentage points

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

By year

0.0%
0.0%
1.0%
0.0%
2024: AI examples
1.2%
2025: August memo
1.1%
1.8%

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

PTAB appeals

Matched decisions: 3. Merits outcomes: 2 affirmed, 1 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/3 decisions
Full or partial reversal rate
33.3% 1/3 decisions
Median appeal duration
9.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 9, 2026 17/538,270 Affirmed §102 · §103
Apr. 30, 2025 16/985,579 Affirmed §103
Jun. 5, 2024 16/813,589 Affirmed in part §102 · §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.

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