AI Patent Analysis Toolkit
PatentAgility
by KellDann

Examiner Hongye Liang

Examiner Hongye Liang appears to be very difficult relative to their art unit, group, tech center, and USPTO peers. Their lifetime grant ratio is 46.9%, they average 2.66 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.

Difficulty vs AU Very Hard
Difficulty vs Group Very Hard
Difficulty vs TC Very Hard
Difficulty vs USPTO Very Hard
Average OA / Grant 2.66
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Examiner Details

Observed Examiner Years
8 years (2019-2026)
Phone
(571) 272-5410
Predicted Supervisor
N/A
Supervisor Phone
N/A
Tech Center
3600 - Transportation, Electronic Commerce, Construction, Agriculture, Licensing and Review
Group
3660 - VCaR - Robot Control, Vehicle Navigation and Data Processing: Vehicles and Relative Location

Metrics

Applications Evaluated
260
Granted Applications
122
Non-Granted Applications
138
Avg OA / Grant
2.66
Last OA Observed
March 2026 (3 months ago)
Art Units Seen
3664 , 3667
Work Groups Seen

Context Comparison

Scope Examiners Lifetime Grant Ratio Avg OA / Grant
This Examiner 1 46.9% 2.66
Art Unit 50 54.0% 1.88
Group 457 55.5% 1.86
Tech Center 2,337 48.0% 2.11
USPTO 16,116 54.8% 1.98

Grant Timeline

0.0% 25.0% 50.0% 75.0% 100.0% 2019 2020 2021 2022 2023 2024 2025 2026
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
Year Applications Granted Grant Rate
No observed data before 2019; examiner may not yet have been active in the available dataset.
2019 9 2 22.2%
2020 26 5 19.2%
2021 34 21 61.8%
2022 32 20 62.5%
2023 42 26 61.9%
2024 43 30 69.8%
2025 56 18 32.1%
2026 18 0 0.0%

122 family-cache-validated grants; 0 OA-only grant signals.

Rejection Timeline

OA # Office Actions § 101 Percentage § 102 Percentage § 103 Percentage § 112 Percentage
1 257 7.0% 3.9% 86.8% 1.6%
2 171 8.8% 1.8% 81.3% 8.2%
3 103 10.7% 2.9% 83.5% 1.9%
4 57 10.5% 1.8% 82.5% 5.3%
5 33 12.1% 0.0% 84.8% 3.0%
6 15 6.7% 0.0% 93.3% 0.0%
7 3 0.0% 0.0% 100.0% 0.0%
8 3 0.0% 0.0% 100.0% 0.0%
9 2 0.0% 0.0% 50.0% 0.0%

§ 101 Yearly Trend

2019: PEG
2024: AI Examples
2025: Aug. Memo
0.0%
2019
0.0%
2020
1.3%
2021
3.4%
2022
13.6%
2023
28.4%
2024
8.0%
2025
16.7%
2026

Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.